diff --git a/src/agentics/core/agentics.py b/src/agentics/core/agentics.py index 2ab47a6e..093dd8fc 100644 --- a/src/agentics/core/agentics.py +++ b/src/agentics/core/agentics.py @@ -666,7 +666,7 @@ async def __lshift__(self, other): llm=self.llm, intensional_definiton=instructions, verbose=self.verbose_agent, - max_iter=self.max_iter + max_iter=self.max_iter, **self.crew_prompt_params, ) for state in chunk: diff --git a/tutorials/opro_walkthrough.ipynb b/tutorials/opro_walkthrough.ipynb new file mode 100644 index 00000000..abbb98b8 --- /dev/null +++ b/tutorials/opro_walkthrough.ipynb @@ -0,0 +1,19222 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "35856f4d", + "metadata": {}, + "source": [ + "# Prompt Optimization Example" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "b866123d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Requirement already satisfied: nest_asyncio in /home/junkyul/oss/agentics_public/16-agentic-walkthrough/Agentics/.venv/lib/python3.12/site-packages (1.6.0)\n" + ] + } + ], + "source": [ + "!pip install nest_asyncio" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "875dafbd", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2025-09-11 10:17:36.359 | DEBUG | agentics.core.llm_connections::90 - AGENTICS is connecting to the following LLM API providers:\n", + "2025-09-11 10:17:36.360 | DEBUG | agentics.core.llm_connections::93 - 0 - WatsonX\n", + "2025-09-11 10:17:36.361 | DEBUG | agentics.core.llm_connections::104 - Please add API keys in .env file to add or disconnect providers.\n", + "2025-09-11 10:17:36.384 | DEBUG | agentics.core.llm_connections:get_llm_provider:29 - No LLM provider specified. Using the first available provider.\n", + "2025-09-11 10:17:36.385 | DEBUG | agentics.core.llm_connections:get_llm_provider:31 - Available LLM providers: ['watsonx']. Using 'watsonx'\n", + "/home/junkyul/oss/agentics_public/16-agentic-walkthrough/Agentics/.venv/lib/python3.12/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + } + ], + "source": [ + "import sys\n", + "import os\n", + "import asyncio\n", + "import time\n", + "import json\n", + "from pathlib import Path\n", + "\n", + "from typing import Optional, Any\n", + "from pydantic import BaseModel, Field\n", + "\n", + "from dotenv import load_dotenv\n", + "\n", + "from agentics.core.agentics import Agentics as AG\n", + "from agentics.core.utils import chunk_list\n", + "\n", + "import loguru\n", + "from huggingface_hub import snapshot_download" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "8fd2c99c", + "metadata": {}, + "outputs": [], + "source": [ + "import nest_asyncio\n", + "nest_asyncio.apply()" + ] + }, + { + "cell_type": "markdown", + "id": "93bfdfd3", + "metadata": {}, + "source": [ + "## Define Data Model for GSM8K Dataset\n", + "\n", + "* Each problem in GSM8K dataset has question and answer fields. \n", + "* In data folder, we provide the post-processed dataset that separates the thought in the think filed and the integer answer in the numeric field.\n", + "* The response_think and response_answer are the output field, and correct is a slot to store if the response answer was correct.\n", + "\n", + "### async function modify_dataset\n", + "* We can use `modify_dataset` as a mapping function to asynchronous map to post process the dataset." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "1ffe3e7d", + "metadata": {}, + "outputs": [], + "source": [ + "class GSM8K(BaseModel):\n", + " question: Optional[str] = Field(None, description=\"a grade school math question.\")\n", + " answer: Optional[str] = Field(None, description=\"the ground-truth answer to the question including the reasoning, and #### formating.\")\n", + " think: Optional[str] = Field(None, description=\"the step by step reasoning process to derive answer.\")\n", + " numeric: Optional[str] = Field(None, description=\"the number extracted from the final answer to compare with the response answer.\")\n", + " response_think: Optional[str] = Field(None, description=\"the step by step reasoning of response, usually between and tags in CoT prompting.\")\n", + " response_answer: Optional[str] = Field(None, description=\"the number extracted from the final answer to the question that ignores units, etc.\")\n", + " correct: Optional[bool] = Field(None, description=\"place holder for storing True if the answer in the response was correct.\")\n", + " \n", + " @staticmethod\n", + " async def grade(state: \"GSM8K\")->\"GSM8K\":\n", + " extracted_answer = GSM8K.regex_extract_answer(state.response_answer)\n", + " state.correct = (state.numeric == extracted_answer)\n", + " return state\n", + "\n", + " @staticmethod\n", + " async def modify_dataset(state: \"GSM8K\")->\"GSM8K\":\n", + " think_temp, num_temp = state.answer.split(\"####\")\n", + " state.think = think_temp.strip()\n", + " state.numeric = GSM8K.regex_extract_answer(num_temp.strip())\n", + " return state\n", + "\n", + " @staticmethod\n", + " def regex_extract_answer(expr:str)->str:\n", + " import re\n", + " ANS_RE = re.compile(r\"#### (\\-?[0-9\\.\\,]+)\")\n", + " ANS_RE2 = re.compile(r\"(\\-?[0-9\\.\\,]+)\")\n", + " INVALID_ANS = \"[invalid]\" \n", + " match = ANS_RE.search(expr)\n", + " if match:\n", + " match_str = match.group(1).strip()\n", + " match_str = match_str.replace(\",\", \"\")\n", + " return match_str\n", + " else:\n", + " match2 = ANS_RE2.search(expr.strip())\n", + " if match2:\n", + " match_str = match2.group(1).strip()\n", + " match_str = match_str.replace(\",\", \"\")\n", + " return match_str\n", + " return INVALID_ANS" + ] + }, + { + "cell_type": "markdown", + "id": "60131565", + "metadata": {}, + "source": [ + "## Meta Prompt for Prompt Optimization\n", + "\n", + "* We demonstrate the prompt optimization method that uses meta-prompt (Large Language Model As Optimizers, Yang et al 2024).\n", + "* In this example, we optimzie the system prompt by searching the \"role\", \"goal\", \"expected output\", and \"imperative\" sentence." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "0799538d", + "metadata": {}, + "outputs": [], + "source": [ + "OPT_META_INSTRUCTION = \"\"\"Your proposed prompt template will be used in the following way.\n", + "* You are \"role\" -- this role must be suitable for solving the demo task.\n", + "* Your personal goal is: \"goal\" -- the goal achieves the outputs given inputs.\n", + "* This is the expected criteria for your final answer \"expected_output\" -- this constrains the output format.\n", + "* You can add a short imperative instruction \"imperative\" -- this comes after the input of the task.\n", + "\n", + "[[Several demo tasks of input and outputs will be provided when you solve problem.]]\n", + "\n", + "[[The previous optimized prompt templates with scores appear from the worst to the best.]]\n", + "{optimization_history}\n", + "\n", + "* Given the previous optimization results, don't generate duplicate or similar prompt templates.\n", + "* Generate prompt template that achieves the best score, and succint and concise instructions.\n", + "\"\"\"\n", + "\n", + "\n", + "USER_PROMPT_TEMPLATE = \"\"\"\n", + "You are {role}.\n", + "Your personal goal is: {goal}.\n", + "This is the expected criteria for your final answer: {expected_output}.\n", + "\n", + "solve the following task.\n", + "{question}\n", + "\n", + "{imperative}\n", + "\"\"\"" + ] + }, + { + "cell_type": "markdown", + "id": "2daf69fc", + "metadata": {}, + "source": [ + "## Define Data Model for Prompt Optimization Task\n", + "\n", + "* The following cell defines the data model for optimization task.\n", + "* The optimization task has demo tasks from the training set.\n", + "* The role, goal, expected output, imperative are the slots for storing the response from LLMs.\n", + "* The score stores the evaluated score for the proposed prompt.\n", + "\n", + "### Type manipulations \n", + "\n", + "* In `create_optimization_demos`, the method takes the training data set.\n", + "* The demo data set is created by cloning it and making modification to the underlying aType.\n", + "* It create a subtype with two fields using `subset_atype` and rebind the type to the demo dataset using `rebind_atype`.\n", + "* When we need to modify the underlying data type for AG class, we can modify the data type and rebind it to the AG.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "e60c4f04", + "metadata": {}, + "outputs": [], + "source": [ + "class OptimizationTask(BaseModel):\n", + " demos: Optional[list[Any]] = Field(None, description=\"optimization demo tasks to undertand the problem domain\")\n", + " role: Optional[str] = Field(None, description=\"New role instruction suggested by LLM\")\n", + " goal: Optional[str] = Field(None, description=\"New goal instruction suggested by LLM\")\n", + " expected_output: Optional[str] = Field(None, description=\"New expected_output instruction suggested by LLM\")\n", + " imperative: Optional[str] = Field(None, description=\"New imperative suggested by LLM\")\n", + " score: Optional[int] = Field(None, description=\"evaluation score of optimization output\")\n", + "\n", + " @staticmethod\n", + " def create_optimization_demos(dataset: AG, num_demos:int)->list[list[BaseModel]]:\n", + " demoset = dataset.clone()\n", + " demoset = demoset.rebind_atype(new_atype=demoset.subset_atype(include_fields={\"question\", \"numeric\"}))\n", + " return chunk_list(demoset.states, chunk_size=num_demos)\n", + " \n", + " @classmethod\n", + " def create_optimization_tasks(cls, demo_list: list[list[BaseModel]])->list[\"OptimizationTask\"]:\n", + " # take the list of Demos from chunk list, make 1 task \n", + " optimization_tasks = []\n", + " for demos in demo_list:\n", + " optimization_tasks.append(OptimizationTask(demos=demos))\n", + " return optimization_tasks\n", + "\n", + " @staticmethod\n", + " def remove_duplicates(optimization_history: list[\"OptimizationTask\"]):\n", + " sorted_history = sorted(optimization_history, key=lambda x: x.score, reverse=False) # ascending\n", + " kept_history = []\n", + " for current_best in reversed(sorted_history): # keep better score\n", + " for kept_task in kept_history:\n", + " if current_best == kept_task:\n", + " break\n", + " else:\n", + " kept_history.append(current_best)\n", + " return list(reversed(kept_history)) # return ascending order\n", + " \n", + " def __eq__(self, other):\n", + " return self.role == other.role and \\\n", + " self.goal == other.goal and \\\n", + " self.expected_output == other.expected_output and \\\n", + " self.imperative == other.imperative and \\\n", + " self.score == other.score\n", + " \n", + " @staticmethod\n", + " def get_history_string(optimization_history: list[\"OptimizationTask\"]):\n", + " history_str = \"\"\n", + " for optimized_task in optimization_history:\n", + " history_str += (\n", + " optimized_task.model_dump_json(exclude={\"demos\"}, indent=2)\n", + " + \"\\n\"\n", + " )\n", + " return history_str" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "3a173daa", + "metadata": {}, + "outputs": [], + "source": [ + "def report(dataset: AG, report_name:str=\"test\", first_n:int=0, dump_report:bool=False):\n", + " dataset = dataset.truncate_states(first_n, len(dataset))\n", + " total = len(dataset)\n", + " dataset.filter(func=lambda state: state.correct)\n", + " correct = len(dataset)\n", + " summary = {\n", + " \"report_name\": report_name,\n", + " \"total\": total,\n", + " \"fewshots\": first_n,\n", + " \"correct\": correct,\n", + " \"ratio\": \"{:.4f}\".format(correct/total),\n", + " \"score\": int(100*correct/total),\n", + " }\n", + " if dump_report:\n", + " with open(Path(__file__).parent/\"output\"/\"report.jsonl\", 'a') as fp:\n", + " fp.write(json.dumps(summary) + \"\\n\")\n", + " print(json.dumps(summary, indent=4))\n", + " return summary" + ] + }, + { + "cell_type": "markdown", + "id": "ec1e2688", + "metadata": {}, + "source": [ + "### Setting AG parameters\n", + "\n", + "* For AG instances, we can directly modify its parameters by accessing its field.\n", + "* The prompt related parameters are `instructions`, `prompt_template`, and `crew_prompt_params`.\n", + "* In the following cell, we make all prompt strings empty as initialization step." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "08babf5d", + "metadata": {}, + "outputs": [], + "source": [ + "def set_default_params(args, agentic:AG)->AG:\n", + " agentic.batch_size = args.batch_size\n", + " agentic.verbose_agent = args.verbose\n", + " agentic.verbose_transduction = args.verbose\n", + " agentic.skip_intensional_definiton = True\n", + " return agentic\n", + "\n", + "\n", + "def set_prompt_null(agentic:AG)->AG:\n", + " agentic.instructions = \"\"\n", + " agentic.prompt_template = \"\"\n", + " agentic.crew_prompt_params = {\n", + " \"role\": \"\",\n", + " \"goal\": \"\",\n", + " \"backstory\": \"\",\n", + " \"expected_output\": \"\"\n", + " }\n", + " return agentic" + ] + }, + { + "cell_type": "markdown", + "id": "5114186d", + "metadata": {}, + "source": [ + "## Initialize Arguments\n", + "\n", + "The following cell introduces additional arguments for the prompt optimization." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "a0df0a45", + "metadata": {}, + "outputs": [], + "source": [ + "class Args(BaseModel):\n", + " num_opts: int = Field(2, description=\"Total number of optimizers\")\n", + " num_demos: int = Field(3, description=\"Number of demo tasks or problems to show\")\n", + " num_trains: int = Field(6, description=\"Number of train examples = num_opts * num_demos\")\n", + " num_devs: int = Field(20, description=\"Size of devsets to evaluate proposed prompts\")\n", + " test_size: Optional[int] = Field(None, description=\"Size of test set; None uses all\")\n", + " train_size: int = Field(500, description=\"Size of train set\")\n", + " llm_model: str = Field(\"watsonx/meta-llama/llama-3-3-70b-instruct\", description=\"WatsonX LLM model name\")\n", + " verbose: bool = Field(False, description=\"Enable verbose output\")\n", + " batch_size: int = Field(5, description=\"Batch size for transduction\")\n", + " best_k: int = Field(8, description=\"Maintain best-k prompts during optimization\")\n", + " max_iter: int = Field(2, description=\"Maximum number of optimization iterations\")\n", + " prompt_file: str = Field(\"gsm8k_optimized_prompts.jsonl\", description=\"Path to prompt file\")\n", + " best_m: int = Field(5, description=\"Store best-m prompts\")\n", + " max_tokens: int = Field(4000, description=\"Max output token length; input + output < total allowed tokens\")\n", + " exp_name: Optional[str] = Field(None, description=\"Experiment name\")\n", + " early_stop_iter: int = Field(2, description=\"esacpe optimization loop if score doesn't improve\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "3c56daef", + "metadata": {}, + "outputs": [], + "source": [ + "args = Args()\n", + "args.num_demos = 5\n", + "args.num_devs = 10\n", + "args.test_size = 10\n", + "args.verbose = True\n", + "args.batch_size = 2\n", + "args.best_k = 4\n", + "args.best_m = 2\n", + "args.early_stop_iter = 2" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "d9cc0989", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "loguru.logger.remove()\n", + "loguru.logger.add(sys.stdout, format=\"{time} {level} {message}\")\n", + "logger_file = \"gsm8k_opt.logs\" if args.exp_name is None else f\"gsm8k_opt_{args.exp_name}.logs\"\n", + "loguru.logger.add(f\"logs/{logger_file}\", format=\"{time} {level} {message}\")" + ] + }, + { + "cell_type": "markdown", + "id": "f97084ea", + "metadata": {}, + "source": [ + "## Load Train Set to AG[GSM8K]" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "00eb7483", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Fetching 4 files: 100%|██████████| 4/4 [00:00<00:00, 15087.42it/s]\n" + ] + } + ], + "source": [ + "gsm8k_dir = snapshot_download(repo_id=\"junkyul/gsm8k\", repo_type=\"dataset\")\n", + "trainset = AG.from_jsonl(os.path.join(gsm8k_dir, \"train.jsonl\"), GSM8K, jsonl=True, max_rows=args.train_size)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "9b095f08", + "metadata": {}, + "outputs": [], + "source": [ + "set_default_params(args, trainset)\n", + "set_prompt_null(trainset)\n", + "trainset.prompt_template = USER_PROMPT_TEMPLATE" + ] + }, + { + "cell_type": "markdown", + "id": "d4d21d84", + "metadata": {}, + "source": [ + "## Create LLM Clients for Generation and Evaluation\n", + "\n", + "* Here, we assume that we use watsonx served models.\n", + "* The `.env` file stores necessary environment variables.\n", + "* We use temperature 1.0 for prompt generation and 0.0 for prompt evaluation." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "8f58310c", + "metadata": {}, + "outputs": [], + "source": [ + "eval_llm = AG.create_crewai_llm(model=args.llm_model, \n", + " base_url=os.getenv(\"WATSONX_URL\"),\n", + " project_id=os.getenv(\"WATSONX_PROJECTID\"),\n", + " max_tokens=args.max_tokens,\n", + " temperature=0.0)\n", + "gen_llm = AG.create_crewai_llm(model=args.llm_model, \n", + " base_url=os.getenv(\"WATSONX_URL\"),\n", + " project_id=os.getenv(\"WATSONX_PROJECTID\"),\n", + " max_tokens=args.max_tokens,\n", + " temperature=1.0)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "248b46cc", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2025-09-11T10:17:37.495276-0400 INFO ## start optimization.\n" + ] + } + ], + "source": [ + "loguru.logger.info(\"## start optimization.\")\n", + "evaluation_time = 0\n", + "optimized_tasks = []\n", + "best_test_score = 0\n", + "current_best_score = 0\n", + "no_improvment_count = 0" + ] + }, + { + "cell_type": "markdown", + "id": "c423521a", + "metadata": {}, + "source": [ + "## Prompt Optimization Loop\n", + "\n", + "The prompt optimization loop has four parts\n", + "1. create optimizer AGs by shuffle the training set and create demo problems\n", + "2. transduce the prompt candidates\n", + "3. execute the generated prompts on dev set\n", + "4. grade the candidate prompts on the dev set\n", + "\n", + "In this Notebook, we parallelize the optimization loop with logical transduction algebra\n", + "### Product of two AGs\n", + "* `opt_eval = optimizer.product(eval)` correspond to AG[OptimizationTask] x AG[GSM8K]\n", + "* This product AG maintains two state lists (internally it maintains a flattend list)\n", + "* This allows parallelizing the transduction in the next step\n", + "\n", + "### Quotient of AGs\n", + "* `evalsets = eval.quotient(opt_eval)` correspond to AG[(OptimizationTask, GSM8K)/OptimizationTask]\n", + "* This allows grading the result of each prompt candidate in the next step using asynchronous MAP\n" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "22c1a19e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2025-09-11T10:17:37.519527-0400 INFO ################################\n", + "2025-09-11T10:17:37.521412-0400 INFO #### iter 0\n", + "2025-09-11T10:17:37.522284-0400 INFO #### 1. create optimizer AGs\n", + "2025-09-11T10:17:37.544320-0400 INFO #### 2. generate 2 prompts at iter 0\n", + "2025-09-11T10:17:37.547792-0400 DEBUG Executing task: Your proposed prompt template will be used in the following way.\n", + "* You are \"role\" -- this role must be suitable for solving the demo task.\n", + "* Your personal goal is: \"goal\" -- the goal achieves the outputs given inputs.\n", + "* This is the expected criteria for your final answer \"expected_output\" -- this constrains the output format.\n", + "* You can add a short imperative instruction \"imperative\" -- this comes after the input of the task.\n", + "\n", + "[[Several demo tasks of input and outputs will be provided when you solve problem.]]\n", + "\n", + "[[The previous optimized prompt templates with scores appear from the worst to the best.]]\n", + "\n", + "\n", + "* Given the previous optimization results, don't generate duplicate or similar prompt templates.\n", + "* Generate prompt template that achieves the best score, and succint and concise instructions.\n", + "\n", + "2 states will be transduced\n", + "2025-09-11T10:17:37.796674-0400 DEBUG transducer class: \n" + ] + }, + { + "data": { + "text/html": [ + "
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+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: dcf5156e-3d50-4d22-9fce-9abdba550df9                                                                       │\n",
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+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 92efda8c-2f9f-4213-811d-3903a9c12d48                                                                       │\n",
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╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Prompt optimizer.                                                                                       │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Your proposed prompt template will be used in the following way.                                         │\n",
+       "│  * You are \"role\" -- this role must be suitable for solving the demo task.                                      │\n",
+       "│  * Your personal goal is: \"goal\" -- the goal achieves the outputs given inputs.                                 │\n",
+       "│  * This is the expected criteria for your final answer \"expected_output\" -- this constrains the output format.  │\n",
+       "│  * You can add a short imperative instruction \"imperative\" -- this comes after the input of the task.           │\n",
+       "│                                                                                                                 │\n",
+       "│  [[Several demo tasks of input and outputs will be provided when you solve problem.]]                           │\n",
+       "│                                                                                                                 │\n",
+       "│  [[The previous optimized prompt templates with scores appear from the worst to the best.]]                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "│  * Given the previous optimization results, don't generate duplicate or similar prompt templates.               │\n",
+       "│  * Generate prompt template that achieves the best score, and succint and concise instructions.                 │\n",
+       "│   SOURCE:                                                                                                       │\n",
+       "│  {\"demo tasks\":[{'question': 'Ann is cutting fabric to make curtains. She cuts a 4 foot by 6 foot rectangle     │\n",
+       "│  for the living room, and a 2 foot by 4 foot rectangle for the bedroom. If the bolt of fabric is 16 feet by 12  │\n",
+       "│  feet, how much fabric is left in square feet?', 'numeric': '160'}, {'question': 'Samantha’s last name has      │\n",
+       "│  three fewer letters than Bobbie’s last name. If Bobbie took two letters off her last name, she would have a    │\n",
+       "│  last name twice the length of Jamie’s. Jamie’s full name is Jamie Grey. How many letters are in Samantha’s     │\n",
+       "│  last name?', 'numeric': '7'}, {'question': 'Susie has $200 in her piggy bank. If she puts 20% more money into  │\n",
+       "│  her piggy bank, how much money she will have?', 'numeric': '240'}, {'question': 'Omi is twice as old as        │\n",
+       "│  Kimiko. Arlette is 3/4 times as old as Kimiko. If Kimiko is 28 years old, calculate the average age of the     │\n",
+       "│  three?', 'numeric': '35'}, {'question': 'A concert ticket costs $40. Mr. Benson bought 12 tickets and          │\n",
+       "│  received a 5% discount for every ticket bought that exceeds 10. How much did Mr. Benson pay in all?',          │\n",
+       "│  'numeric': '476'}]}                                                                                            │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mPrompt optimizer.\u001b[0m                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mYour proposed prompt template will be used in the following way.\u001b[0m                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m* You are \"role\" -- this role must be suitable for solving the demo task.\u001b[0m                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m* Your personal goal is: \"goal\" -- the goal achieves the outputs given inputs.\u001b[0m                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m* This is the expected criteria for your final answer \"expected_output\" -- this constrains the output format.\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m* You can add a short imperative instruction \"imperative\" -- this comes after the input of the task.\u001b[0m           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m[[Several demo tasks of input and outputs will be provided when you solve problem.]]\u001b[0m                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m[[The previous optimized prompt templates with scores appear from the worst to the best.]]\u001b[0m                     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m* Given the previous optimization results, don't generate duplicate or similar prompt templates.\u001b[0m               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m* Generate prompt template that achieves the best score, and succint and concise instructions.\u001b[0m                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m SOURCE:\u001b[0m                                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m{\"demo tasks\":[{'question': 'Ann is cutting fabric to make curtains. She cuts a 4 foot by 6 foot rectangle \u001b[0m    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mfor the living room, and a 2 foot by 4 foot rectangle for the bedroom. If the bolt of fabric is 16 feet by 12\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mfeet, how much fabric is left in square feet?', 'numeric': '160'}, {'question': 'Samantha’s last name has \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mthree fewer letters than Bobbie’s last name. If Bobbie took two letters off her last name, she would have a \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mlast name twice the length of Jamie’s. Jamie’s full name is Jamie Grey. How many letters are in Samantha’s \u001b[0m    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mlast name?', 'numeric': '7'}, {'question': 'Susie has $200 in her piggy bank. If she puts 20% more money into\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mher piggy bank, how much money she will have?', 'numeric': '240'}, {'question': 'Omi is twice as old as \u001b[0m       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mKimiko. Arlette is 3/4 times as old as Kimiko. If Kimiko is 28 years old, calculate the average age of the \u001b[0m    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mthree?', 'numeric': '35'}, {'question': 'A concert ticket costs $40. Mr. Benson bought 12 tickets and \u001b[0m         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mreceived a 5% discount for every ticket bought that exceeds 10. How much did Mr. Benson pay in all?', \u001b[0m         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m'numeric': '476'}]}\u001b[0m                                                                                            \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Prompt optimizer.                                                                                       │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Your proposed prompt template will be used in the following way.                                         │\n",
+       "│  * You are \"role\" -- this role must be suitable for solving the demo task.                                      │\n",
+       "│  * Your personal goal is: \"goal\" -- the goal achieves the outputs given inputs.                                 │\n",
+       "│  * This is the expected criteria for your final answer \"expected_output\" -- this constrains the output format.  │\n",
+       "│  * You can add a short imperative instruction \"imperative\" -- this comes after the input of the task.           │\n",
+       "│                                                                                                                 │\n",
+       "│  [[Several demo tasks of input and outputs will be provided when you solve problem.]]                           │\n",
+       "│                                                                                                                 │\n",
+       "│  [[The previous optimized prompt templates with scores appear from the worst to the best.]]                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "│  * Given the previous optimization results, don't generate duplicate or similar prompt templates.               │\n",
+       "│  * Generate prompt template that achieves the best score, and succint and concise instructions.                 │\n",
+       "│   SOURCE:                                                                                                       │\n",
+       "│  {\"demo tasks\":[{'question': 'Jerome is taking a 150-mile bicycle trip. He wants to ride 12 miles for 12 days.  │\n",
+       "│  How long will he ride on the 13th day to finish his goal?', 'numeric': '6'}]}                                  │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mPrompt optimizer.\u001b[0m                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mYour proposed prompt template will be used in the following way.\u001b[0m                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m* You are \"role\" -- this role must be suitable for solving the demo task.\u001b[0m                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m* Your personal goal is: \"goal\" -- the goal achieves the outputs given inputs.\u001b[0m                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m* This is the expected criteria for your final answer \"expected_output\" -- this constrains the output format.\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m* You can add a short imperative instruction \"imperative\" -- this comes after the input of the task.\u001b[0m           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m[[Several demo tasks of input and outputs will be provided when you solve problem.]]\u001b[0m                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m[[The previous optimized prompt templates with scores appear from the worst to the best.]]\u001b[0m                     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m* Given the previous optimization results, don't generate duplicate or similar prompt templates.\u001b[0m               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m* Generate prompt template that achieves the best score, and succint and concise instructions.\u001b[0m                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m SOURCE:\u001b[0m                                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m{\"demo tasks\":[{'question': 'Jerome is taking a 150-mile bicycle trip. He wants to ride 12 miles for 12 days.\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mHow long will he ride on the 13th day to finish his goal?', 'numeric': '6'}]}\u001b[0m                                  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
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╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Prompt optimizer.                                                                                       │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"role\": \"Mathematical Problem Solver\",                                                                       │\n",
+       "│    \"goal\": \"To calculate the correct numerical answer to the given mathematical problems\",                      │\n",
+       "│    \"expected_output\": \"A numerical value that solves the problem\",                                              │\n",
+       "│    \"imperative\": \"Read the problem carefully, identify the key elements, and perform the necessary              │\n",
+       "│  calculations to arrive at the correct answer\"                                                                  │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mPrompt optimizer.\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"role\": \"Mathematical Problem Solver\",\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"goal\": \"To calculate the correct numerical answer to the given mathematical problems\",\u001b[0m                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"expected_output\": \"A numerical value that solves the problem\",\u001b[0m                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"imperative\": \"Read the problem carefully, identify the key elements, and perform the necessary \u001b[0m             \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mcalculations to arrive at the correct answer\"\u001b[0m                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
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╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: a78075f8-0b3b-4d88-bb8a-43f6b27eabb4                                                                     │\n",
+       "│  Agent: Prompt optimizer.                                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
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+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: dcf5156e-3d50-4d22-9fce-9abdba550df9                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"role\": \"Mathematical Problem Solver\",                                                                       │\n",
+       "│    \"goal\": \"To calculate the correct numerical answer to the given mathematical problems\",                      │\n",
+       "│    \"expected_output\": \"A numerical value that solves the problem\",                                              │\n",
+       "│    \"imperative\": \"Read the problem carefully, identify the key elements, and perform the necessary              │\n",
+       "│  calculations to arrive at the correct answer\"                                                                  │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
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+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"role\": \"Mathematical Problem Solver\",\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"goal\": \"To calculate the correct numerical answer to the given mathematical problems\",\u001b[0m                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"expected_output\": \"A numerical value that solves the problem\",\u001b[0m                                              \u001b[32m│\u001b[0m\n",
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+       "\u001b[32m│\u001b[0m  \u001b[37mcalculations to arrive at the correct answer\"\u001b[0m                                                                  \u001b[32m│\u001b[0m\n",
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+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
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╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Prompt optimizer.                                                                                       │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"role\": \"Mathematician\",                                                                                     │\n",
+       "│    \"goal\": \"Calculate the remaining distance to be covered on the last day of Jerome's bicycle trip to achieve  │\n",
+       "│  his goal\",                                                                                                     │\n",
+       "│    \"expected_output\": \"a numeric value representing the distance Jerome needs to ride on the 13th day\",         │\n",
+       "│    \"imperative\": \"Calculate the total distance covered in the first 12 days and subtract it from the total      │\n",
+       "│  trip distance to find the remaining distance for the 13th day\"                                                 │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mPrompt optimizer.\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"role\": \"Mathematician\",\u001b[0m                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"goal\": \"Calculate the remaining distance to be covered on the last day of Jerome's bicycle trip to achieve\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mhis goal\",\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"expected_output\": \"a numeric value representing the distance Jerome needs to ride on the 13th day\",\u001b[0m         \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"imperative\": \"Calculate the total distance covered in the first 12 days and subtract it from the total \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mtrip distance to find the remaining distance for the 13th day\"\u001b[0m                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
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╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: f5406c50-4be3-41ce-862b-0d7a8da1af8b                                                                     │\n",
+       "│  Agent: Prompt optimizer.                                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mf5406c50-4be3-41ce-862b-0d7a8da1af8b\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mPrompt optimizer.\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
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╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 92efda8c-2f9f-4213-811d-3903a9c12d48                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"role\": \"Mathematician\",                                                                                     │\n",
+       "│    \"goal\": \"Calculate the remaining distance to be covered on the last day of Jerome's bicycle trip to achieve  │\n",
+       "│  his goal\",                                                                                                     │\n",
+       "│    \"expected_output\": \"a numeric value representing the distance Jerome needs to ride on the 13th day\",         │\n",
+       "│    \"imperative\": \"Calculate the total distance covered in the first 12 days and subtract it from the total      │\n",
+       "│  trip distance to find the remaining distance for the 13th day\"                                                 │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m92efda8c-2f9f-4213-811d-3903a9c12d48\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"role\": \"Mathematician\",\u001b[0m                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"goal\": \"Calculate the remaining distance to be covered on the last day of Jerome's bicycle trip to achieve\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mhis goal\",\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"expected_output\": \"a numeric value representing the distance Jerome needs to ride on the 13th day\",\u001b[0m         \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"imperative\": \"Calculate the total distance covered in the first 12 days and subtract it from the total \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mtrip distance to find the remaining distance for the 13th day\"\u001b[0m                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:17:42.234890-0400 DEBUG Processed 2 states in 4.436641693115234 seconds\n",
+      "2025-09-11T10:17:42.236287-0400 DEBUG 2 states processed in 2.218320846557617 seconds average per state ...\n",
+      "2025-09-11T10:17:42.237739-0400 INFO #### 3. evalaute transduced 2 prompts\n",
+      "2025-09-11T10:17:42.258780-0400 DEBUG Executing task: Generate an object of the specified type from the following input.\n",
+      "20 states will be transduced\n",
+      "2025-09-11T10:17:42.267068-0400 DEBUG transducer class: \n"
+     ]
+    },
+    {
+     "data": {
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+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 3f3c22f0-f173-4786-b7f6-f74f7fbadee6                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 9a72fc7a-fdde-4666-8bf8-b429c41abdf0                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
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╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Mathematical Problem Solver.                                                                           │\n",
+       "│  Your personal goal is: To calculate the correct numerical answer to the given mathematical problems.           │\n",
+       "│  This is the expected criteria for your final answer: A numerical value that solves the problem.                │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Lilah's family gallery has 400 photos. On a two-day trip to the Grand Canyon, they took half as many photos    │\n",
+       "│  they have in the family's gallery on the first day and 120 more photos than they took on the first day on the  │\n",
+       "│  second day. If they added all these photos to the family gallery, calculate the total number of photos in the  │\n",
+       "│  gallery.                                                                                                       │\n",
+       "│                                                                                                                 │\n",
+       "│  Read the problem carefully, identify the key elements, and perform the necessary calculations to arrive at     │\n",
+       "│  the correct answer                                                                                             │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Mathematical Problem Solver.\u001b[0m                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To calculate the correct numerical answer to the given mathematical problems.\u001b[0m           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: A numerical value that solves the problem.\u001b[0m                \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mLilah's family gallery has 400 photos. On a two-day trip to the Grand Canyon, they took half as many photos \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mthey have in the family's gallery on the first day and 120 more photos than they took on the first day on the\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msecond day. If they added all these photos to the family gallery, calculate the total number of photos in the\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mgallery.\u001b[0m                                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mRead the problem carefully, identify the key elements, and perform the necessary calculations to arrive at \u001b[0m    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mthe correct answer\u001b[0m                                                                                             \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Mathematical Problem Solver.                                                                           │\n",
+       "│  Your personal goal is: To calculate the correct numerical answer to the given mathematical problems.           │\n",
+       "│  This is the expected criteria for your final answer: A numerical value that solves the problem.                │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Trevor buys several bouquets of carnations. The first included 9 carnations; the second included 14            │\n",
+       "│  carnations; the third included 13 carnations. What is the average number of carnations in the bouquets?        │\n",
+       "│                                                                                                                 │\n",
+       "│  Read the problem carefully, identify the key elements, and perform the necessary calculations to arrive at     │\n",
+       "│  the correct answer                                                                                             │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Mathematical Problem Solver.\u001b[0m                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To calculate the correct numerical answer to the given mathematical problems.\u001b[0m           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: A numerical value that solves the problem.\u001b[0m                \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mTrevor buys several bouquets of carnations. The first included 9 carnations; the second included 14 \u001b[0m           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mcarnations; the third included 13 carnations. What is the average number of carnations in the bouquets?\u001b[0m        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mRead the problem carefully, identify the key elements, and perform the necessary calculations to arrive at \u001b[0m    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mthe correct answer\u001b[0m                                                                                             \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find the average number of carnations in the bouquets, we need to add up the total     │\n",
+       "│  number of carnations and divide by the total number of bouquets. The total number of carnations is 9 + 14 +    │\n",
+       "│  13 = 36. The total number of bouquets is 3. Therefore, the average number of carnations in the bouquets is 36  │\n",
+       "│  / 3 = 12.\",                                                                                                    │\n",
+       "│    \"response_answer\": \"12\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find the average number of carnations in the bouquets, we need to add up the total \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mnumber of carnations and divide by the total number of bouquets. The total number of carnations is 9 + 14 + \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m13 = 36. The total number of bouquets is 3. Therefore, the average number of carnations in the bouquets is 36\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m/ 3 = 12.\",\u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"12\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
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╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: ce4deda0-c828-4ece-b32e-81db560fe843                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mce4deda0-c828-4ece-b32e-81db560fe843\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
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╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 9a72fc7a-fdde-4666-8bf8-b429c41abdf0                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find the average number of carnations in the bouquets, we need to add up the total     │\n",
+       "│  number of carnations and divide by the total number of bouquets. The total number of carnations is 9 + 14 +    │\n",
+       "│  13 = 36. The total number of bouquets is 3. Therefore, the average number of carnations in the bouquets is 36  │\n",
+       "│  / 3 = 12.\",                                                                                                    │\n",
+       "│    \"response_answer\": \"12\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m9a72fc7a-fdde-4666-8bf8-b429c41abdf0\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find the average number of carnations in the bouquets, we need to add up the total \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mnumber of carnations and divide by the total number of bouquets. The total number of carnations is 9 + 14 + \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m13 = 36. The total number of bouquets is 3. Therefore, the average number of carnations in the bouquets is 36\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m/ 3 = 12.\",\u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"12\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+      "text/html": [
+       "
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+       "\n"
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+    {
+     "data": {
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+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To solve this problem, we first need to calculate the number of photos taken on the       │\n",
+       "│  first day of the trip, which is half the number of photos in the family gallery. So, photos taken on the       │\n",
+       "│  first day = 400 / 2 = 200. Then, we calculate the number of photos taken on the second day, which is 120 more  │\n",
+       "│  than the first day. So, photos taken on the second day = 200 + 120 = 320. The total number of new photos       │\n",
+       "│  added to the gallery is the sum of the photos taken on both days, which is 200 + 320 = 520. Finally, we add    │\n",
+       "│  these new photos to the original number of photos in the gallery to find the total number of photos. Total     │\n",
+       "│  photos = 400 + 520 = 920.\",                                                                                    │\n",
+       "│    \"response_answer\": \"920\"                                                                                     │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To solve this problem, we first need to calculate the number of photos taken on the \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mfirst day of the trip, which is half the number of photos in the family gallery. So, photos taken on the \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mfirst day = 400 / 2 = 200. Then, we calculate the number of photos taken on the second day, which is 120 more\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mthan the first day. So, photos taken on the second day = 200 + 120 = 320. The total number of new photos \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92madded to the gallery is the sum of the photos taken on both days, which is 200 + 320 = 520. Finally, we add \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mthese new photos to the original number of photos in the gallery to find the total number of photos. Total \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mphotos = 400 + 520 = 920.\",\u001b[0m                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"920\"\u001b[0m                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+       "\n"
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+       "
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+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 8c6e2490-918f-469b-894e-85ff96fd2ec8                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m8c6e2490-918f-469b-894e-85ff96fd2ec8\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+     "output_type": "display_data"
+    },
+    {
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+      "text/html": [
+       "
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+       "
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+       "\n"
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+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 3f3c22f0-f173-4786-b7f6-f74f7fbadee6                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To solve this problem, we first need to calculate the number of photos taken on the       │\n",
+       "│  first day of the trip, which is half the number of photos in the family gallery. So, photos taken on the       │\n",
+       "│  first day = 400 / 2 = 200. Then, we calculate the number of photos taken on the second day, which is 120 more  │\n",
+       "│  than the first day. So, photos taken on the second day = 200 + 120 = 320. The total number of new photos       │\n",
+       "│  added to the gallery is the sum of the photos taken on both days, which is 200 + 320 = 520. Finally, we add    │\n",
+       "│  these new photos to the original number of photos in the gallery to find the total number of photos. Total     │\n",
+       "│  photos = 400 + 520 = 920.\",                                                                                    │\n",
+       "│    \"response_answer\": \"920\"                                                                                     │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m3f3c22f0-f173-4786-b7f6-f74f7fbadee6\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To solve this problem, we first need to calculate the number of photos taken on the \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mfirst day of the trip, which is half the number of photos in the family gallery. So, photos taken on the \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mfirst day = 400 / 2 = 200. Then, we calculate the number of photos taken on the second day, which is 120 more\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mthan the first day. So, photos taken on the second day = 200 + 120 = 320. The total number of new photos \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37madded to the gallery is the sum of the photos taken on both days, which is 200 + 320 = 520. Finally, we add \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mthese new photos to the original number of photos in the gallery to find the total number of photos. Total \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mphotos = 400 + 520 = 920.\",\u001b[0m                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"920\"\u001b[0m                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:17:46.935617-0400 DEBUG Processed 2 states in 4.66737961769104 seconds\n",
+      "2025-09-11T10:17:46.936720-0400 DEBUG 2 states processed in 2.33368980884552 seconds average per state ...\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: e9388c67-62db-4332-9f4b-94597f1c199f                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[36me9388c67-62db-4332-9f4b-94597f1c199f\u001b[0m                                                                       \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+    {
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+       "
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+      "text/plain": [
+       "\n"
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+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 3536a905-476f-4a7a-8fb3-a8cf192d301f                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[36m3536a905-476f-4a7a-8fb3-a8cf192d301f\u001b[0m                                                                       \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
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╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Mathematical Problem Solver.                                                                           │\n",
+       "│  Your personal goal is: To calculate the correct numerical answer to the given mathematical problems.           │\n",
+       "│  This is the expected criteria for your final answer: A numerical value that solves the problem.                │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Tim's cat bit him.  He decided to get himself and the cat checked out.  His doctor's visits $300 and           │\n",
+       "│  insurance covered 75%.  His cat's visit cost $120 and his pet insurance covered $60.  How much did he pay?     │\n",
+       "│                                                                                                                 │\n",
+       "│  Read the problem carefully, identify the key elements, and perform the necessary calculations to arrive at     │\n",
+       "│  the correct answer                                                                                             │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      "text/plain": [
+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Mathematical Problem Solver.\u001b[0m                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To calculate the correct numerical answer to the given mathematical problems.\u001b[0m           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: A numerical value that solves the problem.\u001b[0m                \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mTim's cat bit him.  He decided to get himself and the cat checked out.  His doctor's visits $300 and \u001b[0m          \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92minsurance covered 75%.  His cat's visit cost $120 and his pet insurance covered $60.  How much did he pay?\u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mRead the problem carefully, identify the key elements, and perform the necessary calculations to arrive at \u001b[0m    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mthe correct answer\u001b[0m                                                                                             \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Mathematical Problem Solver.                                                                           │\n",
+       "│  Your personal goal is: To calculate the correct numerical answer to the given mathematical problems.           │\n",
+       "│  This is the expected criteria for your final answer: A numerical value that solves the problem.                │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  There are 40 students in a class. If 1/10 are absent, 3/4 of the students who are present are in the           │\n",
+       "│  classroom, and the rest are in the canteen, how many students are in the canteen?                              │\n",
+       "│                                                                                                                 │\n",
+       "│  Read the problem carefully, identify the key elements, and perform the necessary calculations to arrive at     │\n",
+       "│  the correct answer                                                                                             │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Mathematical Problem Solver.\u001b[0m                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To calculate the correct numerical answer to the given mathematical problems.\u001b[0m           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: A numerical value that solves the problem.\u001b[0m                \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThere are 40 students in a class. If 1/10 are absent, 3/4 of the students who are present are in the \u001b[0m          \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mclassroom, and the rest are in the canteen, how many students are in the canteen?\u001b[0m                              \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mRead the problem carefully, identify the key elements, and perform the necessary calculations to arrive at \u001b[0m    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mthe correct answer\u001b[0m                                                                                             \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find the total amount Tim paid, we need to calculate the amount he paid for his        │\n",
+       "│  doctor's visit and the amount he paid for his cat's visit. For his doctor's visit, insurance covered 75% of    │\n",
+       "│  the $300 cost, so he paid 25% of $300. 25% of $300 is 0.25 * $300 = $75. For his cat's visit, the pet          │\n",
+       "│  insurance covered $60 of the $120 cost, so he paid $120 - $60 = $60. The total amount he paid is $75 + $60 =   │\n",
+       "│  $135.\",                                                                                                        │\n",
+       "│    \"response_answer\": \"$135\"                                                                                    │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
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+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find the total amount Tim paid, we need to calculate the amount he paid for his \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mdoctor's visit and the amount he paid for his cat's visit. For his doctor's visit, insurance covered 75% of \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mthe $300 cost, so he paid 25% of $300. 25% of $300 is 0.25 * $300 = $75. For his cat's visit, the pet \u001b[0m         \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92minsurance covered $60 of the $120 cost, so he paid $120 - $60 = $60. The total amount he paid is $75 + $60 = \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m$135.\",\u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"$135\"\u001b[0m                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: d9424698-af9a-47a6-ac25-0f95115d410d                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
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+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32md9424698-af9a-47a6-ac25-0f95115d410d\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "\n"
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+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: e9388c67-62db-4332-9f4b-94597f1c199f                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find the total amount Tim paid, we need to calculate the amount he paid for his        │\n",
+       "│  doctor's visit and the amount he paid for his cat's visit. For his doctor's visit, insurance covered 75% of    │\n",
+       "│  the $300 cost, so he paid 25% of $300. 25% of $300 is 0.25 * $300 = $75. For his cat's visit, the pet          │\n",
+       "│  insurance covered $60 of the $120 cost, so he paid $120 - $60 = $60. The total amount he paid is $75 + $60 =   │\n",
+       "│  $135.\",                                                                                                        │\n",
+       "│    \"response_answer\": \"$135\"                                                                                    │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32me9388c67-62db-4332-9f4b-94597f1c199f\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find the total amount Tim paid, we need to calculate the amount he paid for his \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mdoctor's visit and the amount he paid for his cat's visit. For his doctor's visit, insurance covered 75% of \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mthe $300 cost, so he paid 25% of $300. 25% of $300 is 0.25 * $300 = $75. For his cat's visit, the pet \u001b[0m         \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37minsurance covered $60 of the $120 cost, so he paid $120 - $60 = $60. The total amount he paid is $75 + $60 = \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m$135.\",\u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"$135\"\u001b[0m                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
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+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find the number of students in the canteen, we first need to calculate the number of   │\n",
+       "│  students who are absent, then determine the number of students who are present. From the present students, we  │\n",
+       "│  calculate the number who are in the classroom and subtract this from the total present to find those in the    │\n",
+       "│  canteen.\",                                                                                                     │\n",
+       "│    \"response_answer\": \"Let's break down the problem step by step:                                               │\n",
+       "│  1. Total students = 40                                                                                         │\n",
+       "│  2. Fraction of students absent = 1/10                                                                          │\n",
+       "│  3. Number of students absent = Total students * Fraction of students absent = 40 * (1/10) = 4                  │\n",
+       "│  4. Number of students present = Total students - Number of students absent = 40 - 4 = 36                       │\n",
+       "│  5. Fraction of present students in the classroom = 3/4                                                         │\n",
+       "│  6. Number of students in the classroom = Number of students present * Fraction of present students in the      │\n",
+       "│  classroom = 36 * (3/4) = 27                                                                                    │\n",
+       "│  7. Number of students in the canteen = Number of students present - Number of students in the classroom = 36   │\n",
+       "│  - 27 = 9                                                                                                       │\n",
+       "│  Therefore, the number of students in the canteen is 9.\"                                                        │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find the number of students in the canteen, we first need to calculate the number of \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mstudents who are absent, then determine the number of students who are present. From the present students, we\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mcalculate the number who are in the classroom and subtract this from the total present to find those in the \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mcanteen.\",\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"Let's break down the problem step by step: \u001b[0m                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m1. Total students = 40\u001b[0m                                                                                         \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m2. Fraction of students absent = 1/10\u001b[0m                                                                          \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m3. Number of students absent = Total students * Fraction of students absent = 40 * (1/10) = 4\u001b[0m                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m4. Number of students present = Total students - Number of students absent = 40 - 4 = 36\u001b[0m                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m5. Fraction of present students in the classroom = 3/4\u001b[0m                                                         \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m6. Number of students in the classroom = Number of students present * Fraction of present students in the \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mclassroom = 36 * (3/4) = 27\u001b[0m                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m7. Number of students in the canteen = Number of students present - Number of students in the classroom = 36 \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m- 27 = 9\u001b[0m                                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mTherefore, the number of students in the canteen is 9.\"\u001b[0m                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 619bd4bc-45d0-45fd-aa3b-178e42227afb                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m619bd4bc-45d0-45fd-aa3b-178e42227afb\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
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+       "\n"
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+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 3536a905-476f-4a7a-8fb3-a8cf192d301f                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find the number of students in the canteen, we first need to calculate the number of   │\n",
+       "│  students who are absent, then determine the number of students who are present. From the present students, we  │\n",
+       "│  calculate the number who are in the classroom and subtract this from the total present to find those in the    │\n",
+       "│  canteen.\",                                                                                                     │\n",
+       "│    \"response_answer\": \"Let's break down the problem step by step:                                               │\n",
+       "│  1. Total students = 40                                                                                         │\n",
+       "│  2. Fraction of students absent = 1/10                                                                          │\n",
+       "│  3. Number of students absent = Total students * Fraction of students absent = 40 * (1/10) = 4                  │\n",
+       "│  4. Number of students present = Total students - Number of students absent = 40 - 4 = 36                       │\n",
+       "│  5. Fraction of present students in the classroom = 3/4                                                         │\n",
+       "│  6. Number of students in the classroom = Number of students present * Fraction of present students in the      │\n",
+       "│  classroom = 36 * (3/4) = 27                                                                                    │\n",
+       "│  7. Number of students in the canteen = Number of students present - Number of students in the classroom = 36   │\n",
+       "│  - 27 = 9                                                                                                       │\n",
+       "│  Therefore, the number of students in the canteen is 9.\"                                                        │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m3536a905-476f-4a7a-8fb3-a8cf192d301f\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find the number of students in the canteen, we first need to calculate the number of \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mstudents who are absent, then determine the number of students who are present. From the present students, we\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mcalculate the number who are in the classroom and subtract this from the total present to find those in the \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mcanteen.\",\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"Let's break down the problem step by step: \u001b[0m                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m1. Total students = 40\u001b[0m                                                                                         \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m2. Fraction of students absent = 1/10\u001b[0m                                                                          \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m3. Number of students absent = Total students * Fraction of students absent = 40 * (1/10) = 4\u001b[0m                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m4. Number of students present = Total students - Number of students absent = 40 - 4 = 36\u001b[0m                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m5. Fraction of present students in the classroom = 3/4\u001b[0m                                                         \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m6. Number of students in the classroom = Number of students present * Fraction of present students in the \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mclassroom = 36 * (3/4) = 27\u001b[0m                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m7. Number of students in the canteen = Number of students present - Number of students in the classroom = 36 \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m- 27 = 9\u001b[0m                                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTherefore, the number of students in the canteen is 9.\"\u001b[0m                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+     "output_type": "display_data"
+    },
+    {
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+       "
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+       "\n"
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+     "metadata": {},
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+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:17:53.156450-0400 DEBUG Processed 2 states in 6.218783378601074 seconds\n",
+      "2025-09-11T10:17:53.157816-0400 DEBUG 4 states processed in 3.109391689300537 seconds average per state ...\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: a19ff7b3-390e-4847-8e31-bc97dd6bf62d                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[36ma19ff7b3-390e-4847-8e31-bc97dd6bf62d\u001b[0m                                                                       \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+      "text/html": [
+       "
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+       "\n"
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+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 02866adc-93f6-4fb7-8e0c-774e29608fa4                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Mathematical Problem Solver.                                                                           │\n",
+       "│  Your personal goal is: To calculate the correct numerical answer to the given mathematical problems.           │\n",
+       "│  This is the expected criteria for your final answer: A numerical value that solves the problem.                │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Timothy has $50 to spend at a souvenir shop. He sees some t-shirts that cost $8 each, key chains that sell 3   │\n",
+       "│  pieces for $2, and bags that cost $10 each. Timothy buys 2 t-shirts and 2 bags. How many pieces of key chains  │\n",
+       "│  can he buy with the amount of money he has left?                                                               │\n",
+       "│                                                                                                                 │\n",
+       "│  Read the problem carefully, identify the key elements, and perform the necessary calculations to arrive at     │\n",
+       "│  the correct answer                                                                                             │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Mathematical Problem Solver.\u001b[0m                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To calculate the correct numerical answer to the given mathematical problems.\u001b[0m           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: A numerical value that solves the problem.\u001b[0m                \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mTimothy has $50 to spend at a souvenir shop. He sees some t-shirts that cost $8 each, key chains that sell 3 \u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mpieces for $2, and bags that cost $10 each. Timothy buys 2 t-shirts and 2 bags. How many pieces of key chains\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mcan he buy with the amount of money he has left?\u001b[0m                                                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mRead the problem carefully, identify the key elements, and perform the necessary calculations to arrive at \u001b[0m    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mthe correct answer\u001b[0m                                                                                             \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Mathematical Problem Solver.                                                                           │\n",
+       "│  Your personal goal is: To calculate the correct numerical answer to the given mathematical problems.           │\n",
+       "│  This is the expected criteria for your final answer: A numerical value that solves the problem.                │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  On Monday, Matt worked for 450 minutes in his office.  On Tuesday, he worked half the number of minutes he     │\n",
+       "│  worked on Monday.  On Wednesday, he worked for 300 minutes.  How many more minutes did he work on Wednesday    │\n",
+       "│  than on Tuesday.                                                                                               │\n",
+       "│                                                                                                                 │\n",
+       "│  Read the problem carefully, identify the key elements, and perform the necessary calculations to arrive at     │\n",
+       "│  the correct answer                                                                                             │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Mathematical Problem Solver.\u001b[0m                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To calculate the correct numerical answer to the given mathematical problems.\u001b[0m           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: A numerical value that solves the problem.\u001b[0m                \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mOn Monday, Matt worked for 450 minutes in his office.  On Tuesday, he worked half the number of minutes he \u001b[0m    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mworked on Monday.  On Wednesday, he worked for 300 minutes.  How many more minutes did he work on Wednesday \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mthan on Tuesday.\u001b[0m                                                                                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mRead the problem carefully, identify the key elements, and perform the necessary calculations to arrive at \u001b[0m    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mthe correct answer\u001b[0m                                                                                             \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find out how many more minutes Matt worked on Wednesday than on Tuesday, we first      │\n",
+       "│  need to calculate the number of minutes he worked on Tuesday. Since he worked half the number of minutes on    │\n",
+       "│  Tuesday as he did on Monday, we calculate Tuesday's minutes as 450 / 2 = 225 minutes. Then, we subtract the    │\n",
+       "│  number of minutes worked on Tuesday from the number of minutes worked on Wednesday: 300 - 225 = 75 minutes.\",  │\n",
+       "│    \"response_answer\": \"75\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find out how many more minutes Matt worked on Wednesday than on Tuesday, we first \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mneed to calculate the number of minutes he worked on Tuesday. Since he worked half the number of minutes on \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mTuesday as he did on Monday, we calculate Tuesday's minutes as 450 / 2 = 225 minutes. Then, we subtract the \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mnumber of minutes worked on Tuesday from the number of minutes worked on Wednesday: 300 - 225 = 75 minutes.\",\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"75\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 7b761aee-a2b3-4f90-982f-e6eb46ef791c                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
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+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m7b761aee-a2b3-4f90-982f-e6eb46ef791c\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "\n"
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+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 02866adc-93f6-4fb7-8e0c-774e29608fa4                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find out how many more minutes Matt worked on Wednesday than on Tuesday, we first      │\n",
+       "│  need to calculate the number of minutes he worked on Tuesday. Since he worked half the number of minutes on    │\n",
+       "│  Tuesday as he did on Monday, we calculate Tuesday's minutes as 450 / 2 = 225 minutes. Then, we subtract the    │\n",
+       "│  number of minutes worked on Tuesday from the number of minutes worked on Wednesday: 300 - 225 = 75 minutes.\",  │\n",
+       "│    \"response_answer\": \"75\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m02866adc-93f6-4fb7-8e0c-774e29608fa4\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find out how many more minutes Matt worked on Wednesday than on Tuesday, we first \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mneed to calculate the number of minutes he worked on Tuesday. Since he worked half the number of minutes on \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTuesday as he did on Monday, we calculate Tuesday's minutes as 450 / 2 = 225 minutes. Then, we subtract the \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mnumber of minutes worked on Tuesday from the number of minutes worked on Wednesday: 300 - 225 = 75 minutes.\",\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"75\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
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+    {
+     "data": {
+      "text/html": [
+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find out how many pieces of key chains Timothy can buy, we first need to calculate     │\n",
+       "│  the total amount he spent on t-shirts and bags. 2 t-shirts cost 2 * $8 = $16, and 2 bags cost 2 * $10 = $20.   │\n",
+       "│  So, the total amount spent is $16 + $20 = $36. Timothy had $50, so he has $50 - $36 = $14 left. Since 3        │\n",
+       "│  pieces of key chains cost $2, we divide the amount of money he has left by the cost of 3 pieces of key chains  │\n",
+       "│  to find out how many sets he can buy: $14 / $2 = 7 sets. Since each set contains 3 pieces of key chains, we    │\n",
+       "│  multiply the number of sets by 3 to find the total number of key chains he can buy: 7 * 3 = 21.\",              │\n",
+       "│    \"response_answer\": \"21\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find out how many pieces of key chains Timothy can buy, we first need to calculate \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mthe total amount he spent on t-shirts and bags. 2 t-shirts cost 2 * $8 = $16, and 2 bags cost 2 * $10 = $20. \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mSo, the total amount spent is $16 + $20 = $36. Timothy had $50, so he has $50 - $36 = $14 left. Since 3 \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mpieces of key chains cost $2, we divide the amount of money he has left by the cost of 3 pieces of key chains\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mto find out how many sets he can buy: $14 / $2 = 7 sets. Since each set contains 3 pieces of key chains, we \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mmultiply the number of sets by 3 to find the total number of key chains he can buy: 7 * 3 = 21.\",\u001b[0m              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"21\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: fc7e4117-594f-48dc-8626-6a3592cb3625                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mfc7e4117-594f-48dc-8626-6a3592cb3625\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+     "output_type": "display_data"
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+       "
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+       "
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+       "\n"
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+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: a19ff7b3-390e-4847-8e31-bc97dd6bf62d                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find out how many pieces of key chains Timothy can buy, we first need to calculate     │\n",
+       "│  the total amount he spent on t-shirts and bags. 2 t-shirts cost 2 * $8 = $16, and 2 bags cost 2 * $10 = $20.   │\n",
+       "│  So, the total amount spent is $16 + $20 = $36. Timothy had $50, so he has $50 - $36 = $14 left. Since 3        │\n",
+       "│  pieces of key chains cost $2, we divide the amount of money he has left by the cost of 3 pieces of key chains  │\n",
+       "│  to find out how many sets he can buy: $14 / $2 = 7 sets. Since each set contains 3 pieces of key chains, we    │\n",
+       "│  multiply the number of sets by 3 to find the total number of key chains he can buy: 7 * 3 = 21.\",              │\n",
+       "│    \"response_answer\": \"21\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32ma19ff7b3-390e-4847-8e31-bc97dd6bf62d\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find out how many pieces of key chains Timothy can buy, we first need to calculate \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mthe total amount he spent on t-shirts and bags. 2 t-shirts cost 2 * $8 = $16, and 2 bags cost 2 * $10 = $20. \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mSo, the total amount spent is $16 + $20 = $36. Timothy had $50, so he has $50 - $36 = $14 left. Since 3 \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mpieces of key chains cost $2, we divide the amount of money he has left by the cost of 3 pieces of key chains\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mto find out how many sets he can buy: $14 / $2 = 7 sets. Since each set contains 3 pieces of key chains, we \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mmultiply the number of sets by 3 to find the total number of key chains he can buy: 7 * 3 = 21.\",\u001b[0m              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"21\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:17:58.398871-0400 DEBUG Processed 2 states in 5.239844560623169 seconds\n",
+      "2025-09-11T10:17:58.400682-0400 DEBUG 6 states processed in 2.6199222803115845 seconds average per state ...\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 69fb3c25-baff-4c7a-9130-7288c151472a                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[36m69fb3c25-baff-4c7a-9130-7288c151472a\u001b[0m                                                                       \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 55089327-ac43-443b-b827-57a2e3144902                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[36m55089327-ac43-443b-b827-57a2e3144902\u001b[0m                                                                       \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+     "output_type": "display_data"
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+       "
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+       "
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+       "
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+    {
+     "data": {
+      "text/html": [
+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Mathematical Problem Solver.                                                                           │\n",
+       "│  Your personal goal is: To calculate the correct numerical answer to the given mathematical problems.           │\n",
+       "│  This is the expected criteria for your final answer: A numerical value that solves the problem.                │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Catriona has 8 goldfish in her aquarium. She has 4 more angelfish than goldfish. Also, she has twice as many   │\n",
+       "│  guppies as angelfish. How many fish does Catriona have in her aquarium?                                        │\n",
+       "│                                                                                                                 │\n",
+       "│  Read the problem carefully, identify the key elements, and perform the necessary calculations to arrive at     │\n",
+       "│  the correct answer                                                                                             │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Mathematical Problem Solver.\u001b[0m                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To calculate the correct numerical answer to the given mathematical problems.\u001b[0m           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: A numerical value that solves the problem.\u001b[0m                \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mCatriona has 8 goldfish in her aquarium. She has 4 more angelfish than goldfish. Also, she has twice as many \u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mguppies as angelfish. How many fish does Catriona have in her aquarium?\u001b[0m                                        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mRead the problem carefully, identify the key elements, and perform the necessary calculations to arrive at \u001b[0m    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mthe correct answer\u001b[0m                                                                                             \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Mathematical Problem Solver.                                                                           │\n",
+       "│  Your personal goal is: To calculate the correct numerical answer to the given mathematical problems.           │\n",
+       "│  This is the expected criteria for your final answer: A numerical value that solves the problem.                │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Ravi has some coins. He has 2 more quarters than nickels and 4 more dimes than quarters. If he has 6 nickels,  │\n",
+       "│  how much money does he have?                                                                                   │\n",
+       "│                                                                                                                 │\n",
+       "│  Read the problem carefully, identify the key elements, and perform the necessary calculations to arrive at     │\n",
+       "│  the correct answer                                                                                             │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Mathematical Problem Solver.\u001b[0m                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To calculate the correct numerical answer to the given mathematical problems.\u001b[0m           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: A numerical value that solves the problem.\u001b[0m                \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mRavi has some coins. He has 2 more quarters than nickels and 4 more dimes than quarters. If he has 6 nickels,\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mhow much money does he have?\u001b[0m                                                                                   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mRead the problem carefully, identify the key elements, and perform the necessary calculations to arrive at \u001b[0m    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mthe correct answer\u001b[0m                                                                                             \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find the total number of fish, we first need to calculate the number of angelfish and  │\n",
+       "│  guppies. Since Catriona has 4 more angelfish than goldfish and she has 8 goldfish, the number of angelfish is  │\n",
+       "│  8 + 4 = 12. Then, since she has twice as many guppies as angelfish, the number of guppies is 2 * 12 = 24.      │\n",
+       "│  Finally, to find the total number of fish, we add the number of goldfish, angelfish, and guppies: 8            │\n",
+       "│  (goldfish) + 12 (angelfish) + 24 (guppies) = 44.\",                                                             │\n",
+       "│    \"response_answer\": \"The total number of fish Catriona has in her aquarium is 44.\"                            │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
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+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find the total number of fish, we first need to calculate the number of angelfish and\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mguppies. Since Catriona has 4 more angelfish than goldfish and she has 8 goldfish, the number of angelfish is\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m8 + 4 = 12. Then, since she has twice as many guppies as angelfish, the number of guppies is 2 * 12 = 24. \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mFinally, to find the total number of fish, we add the number of goldfish, angelfish, and guppies: 8 \u001b[0m           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m(goldfish) + 12 (angelfish) + 24 (guppies) = 44.\",\u001b[0m                                                             \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"The total number of fish Catriona has in her aquarium is 44.\"\u001b[0m                            \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 43cfbc3f-c2c9-4ba5-b15a-2662fc1dd16a                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m43cfbc3f-c2c9-4ba5-b15a-2662fc1dd16a\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 69fb3c25-baff-4c7a-9130-7288c151472a                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find the total number of fish, we first need to calculate the number of angelfish and  │\n",
+       "│  guppies. Since Catriona has 4 more angelfish than goldfish and she has 8 goldfish, the number of angelfish is  │\n",
+       "│  8 + 4 = 12. Then, since she has twice as many guppies as angelfish, the number of guppies is 2 * 12 = 24.      │\n",
+       "│  Finally, to find the total number of fish, we add the number of goldfish, angelfish, and guppies: 8            │\n",
+       "│  (goldfish) + 12 (angelfish) + 24 (guppies) = 44.\",                                                             │\n",
+       "│    \"response_answer\": \"The total number of fish Catriona has in her aquarium is 44.\"                            │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m69fb3c25-baff-4c7a-9130-7288c151472a\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find the total number of fish, we first need to calculate the number of angelfish and\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mguppies. Since Catriona has 4 more angelfish than goldfish and she has 8 goldfish, the number of angelfish is\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m8 + 4 = 12. Then, since she has twice as many guppies as angelfish, the number of guppies is 2 * 12 = 24. \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinally, to find the total number of fish, we add the number of goldfish, angelfish, and guppies: 8 \u001b[0m           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m(goldfish) + 12 (angelfish) + 24 (guppies) = 44.\",\u001b[0m                                                             \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"The total number of fish Catriona has in her aquarium is 44.\"\u001b[0m                            \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "\n"
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+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To solve this problem, we first need to identify the number of each type of coin Ravi     │\n",
+       "│  has. We know he has 6 nickels. Since he has 2 more quarters than nickels, he has 6 + 2 = 8 quarters. Given     │\n",
+       "│  that he has 4 more dimes than quarters, he has 8 + 4 = 12 dimes. Now, we calculate the total amount of money   │\n",
+       "│  he has. The value of a nickel is $0.05, a quarter is $0.25, and a dime is $0.10. So, the total value of his    │\n",
+       "│  nickels is 6 * $0.05 = $0.30, the total value of his quarters is 8 * $0.25 = $2.00, and the total value of     │\n",
+       "│  his dimes is 12 * $0.10 = $1.20. Adding these values together gives us $0.30 + $2.00 + $1.20 = $3.50.\",        │\n",
+       "│    \"response_answer\": \"$3.50\"                                                                                   │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
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+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To solve this problem, we first need to identify the number of each type of coin Ravi \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mhas. We know he has 6 nickels. Since he has 2 more quarters than nickels, he has 6 + 2 = 8 quarters. Given \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mthat he has 4 more dimes than quarters, he has 8 + 4 = 12 dimes. Now, we calculate the total amount of money \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mhe has. The value of a nickel is $0.05, a quarter is $0.25, and a dime is $0.10. So, the total value of his \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mnickels is 6 * $0.05 = $0.30, the total value of his quarters is 8 * $0.25 = $2.00, and the total value of \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mhis dimes is 12 * $0.10 = $1.20. Adding these values together gives us $0.30 + $2.00 + $1.20 = $3.50.\",\u001b[0m        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"$3.50\"\u001b[0m                                                                                   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 94489b4f-33a6-4137-abf6-a4b93bdcb241                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m94489b4f-33a6-4137-abf6-a4b93bdcb241\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
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+       "\n"
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+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 55089327-ac43-443b-b827-57a2e3144902                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To solve this problem, we first need to identify the number of each type of coin Ravi     │\n",
+       "│  has. We know he has 6 nickels. Since he has 2 more quarters than nickels, he has 6 + 2 = 8 quarters. Given     │\n",
+       "│  that he has 4 more dimes than quarters, he has 8 + 4 = 12 dimes. Now, we calculate the total amount of money   │\n",
+       "│  he has. The value of a nickel is $0.05, a quarter is $0.25, and a dime is $0.10. So, the total value of his    │\n",
+       "│  nickels is 6 * $0.05 = $0.30, the total value of his quarters is 8 * $0.25 = $2.00, and the total value of     │\n",
+       "│  his dimes is 12 * $0.10 = $1.20. Adding these values together gives us $0.30 + $2.00 + $1.20 = $3.50.\",        │\n",
+       "│    \"response_answer\": \"$3.50\"                                                                                   │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m55089327-ac43-443b-b827-57a2e3144902\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To solve this problem, we first need to identify the number of each type of coin Ravi \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mhas. We know he has 6 nickels. Since he has 2 more quarters than nickels, he has 6 + 2 = 8 quarters. Given \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mthat he has 4 more dimes than quarters, he has 8 + 4 = 12 dimes. Now, we calculate the total amount of money \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mhe has. The value of a nickel is $0.05, a quarter is $0.25, and a dime is $0.10. So, the total value of his \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mnickels is 6 * $0.05 = $0.30, the total value of his quarters is 8 * $0.25 = $2.00, and the total value of \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mhis dimes is 12 * $0.10 = $1.20. Adding these values together gives us $0.30 + $2.00 + $1.20 = $3.50.\",\u001b[0m        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"$3.50\"\u001b[0m                                                                                   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+       "
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+       "
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+       "\n"
+      ]
+     },
+     "metadata": {},
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+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:18:03.632960-0400 DEBUG Processed 2 states in 5.230771780014038 seconds\n",
+      "2025-09-11T10:18:03.634426-0400 DEBUG 8 states processed in 2.615385890007019 seconds average per state ...\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 731d03c0-b449-4b81-a704-c63ee0a7c64d                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[36m731d03c0-b449-4b81-a704-c63ee0a7c64d\u001b[0m                                                                       \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 826b5ba5-6e1e-44d6-bd63-c73d6de18d50                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[36m826b5ba5-6e1e-44d6-bd63-c73d6de18d50\u001b[0m                                                                       \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Mathematical Problem Solver.                                                                           │\n",
+       "│  Your personal goal is: To calculate the correct numerical answer to the given mathematical problems.           │\n",
+       "│  This is the expected criteria for your final answer: A numerical value that solves the problem.                │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  John plants a plot of 3 trees by 4 trees.  Each tree gives 5 apples.  He sells each apple for $.5.  How much   │\n",
+       "│  money does he make, in dollars?                                                                                │\n",
+       "│                                                                                                                 │\n",
+       "│  Read the problem carefully, identify the key elements, and perform the necessary calculations to arrive at     │\n",
+       "│  the correct answer                                                                                             │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Mathematical Problem Solver.\u001b[0m                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To calculate the correct numerical answer to the given mathematical problems.\u001b[0m           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: A numerical value that solves the problem.\u001b[0m                \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mJohn plants a plot of 3 trees by 4 trees.  Each tree gives 5 apples.  He sells each apple for $.5.  How much \u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmoney does he make, in dollars?\u001b[0m                                                                                \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mRead the problem carefully, identify the key elements, and perform the necessary calculations to arrive at \u001b[0m    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mthe correct answer\u001b[0m                                                                                             \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Mathematical Problem Solver.                                                                           │\n",
+       "│  Your personal goal is: To calculate the correct numerical answer to the given mathematical problems.           │\n",
+       "│  This is the expected criteria for your final answer: A numerical value that solves the problem.                │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Jay & Gloria were hosting a 4th of July party at their house.  Jay invited 22 people and Gloria invited 36.    │\n",
+       "│  They wanted to buy small American flags for everyone.  The craft store was having a sale on small flags, 5     │\n",
+       "│  flags for $1.00.  If they wanted all of their guests to have a flag and they also wanted 1 flag each, how      │\n",
+       "│  much would they spend at the craft store?                                                                      │\n",
+       "│                                                                                                                 │\n",
+       "│  Read the problem carefully, identify the key elements, and perform the necessary calculations to arrive at     │\n",
+       "│  the correct answer                                                                                             │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Mathematical Problem Solver.\u001b[0m                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To calculate the correct numerical answer to the given mathematical problems.\u001b[0m           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: A numerical value that solves the problem.\u001b[0m                \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mJay & Gloria were hosting a 4th of July party at their house.  Jay invited 22 people and Gloria invited 36.  \u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThey wanted to buy small American flags for everyone.  The craft store was having a sale on small flags, 5 \u001b[0m    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mflags for $1.00.  If they wanted all of their guests to have a flag and they also wanted 1 flag each, how \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmuch would they spend at the craft store?\u001b[0m                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mRead the problem carefully, identify the key elements, and perform the necessary calculations to arrive at \u001b[0m    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mthe correct answer\u001b[0m                                                                                             \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
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+     "output_type": "display_data"
+    },
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+       "
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+       "
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+       "\n"
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+    },
+    {
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+      "text/html": [
+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find out how much money John makes, we first need to calculate the total number of     │\n",
+       "│  trees, then the total number of apples, and finally the total amount of money he makes from selling the        │\n",
+       "│  apples. The plot is 3 trees by 4 trees, so the total number of trees is 3 * 4 = 12. Each tree gives 5 apples,  │\n",
+       "│  so the total number of apples is 12 * 5 = 60. He sells each apple for $0.5, so the total amount of money he    │\n",
+       "│  makes is 60 * 0.5 = 30.\",                                                                                      │\n",
+       "│    \"response_answer\": \"The final answer is $30.\"                                                                │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find out how much money John makes, we first need to calculate the total number of \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mtrees, then the total number of apples, and finally the total amount of money he makes from selling the \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mapples. The plot is 3 trees by 4 trees, so the total number of trees is 3 * 4 = 12. Each tree gives 5 apples,\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mso the total number of apples is 12 * 5 = 60. He sells each apple for $0.5, so the total amount of money he \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mmakes is 60 * 0.5 = 30.\",\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"The final answer is $30.\"\u001b[0m                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 54686fec-f907-410a-aff7-9669708b58a8                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m54686fec-f907-410a-aff7-9669708b58a8\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "\n"
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+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 731d03c0-b449-4b81-a704-c63ee0a7c64d                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find out how much money John makes, we first need to calculate the total number of     │\n",
+       "│  trees, then the total number of apples, and finally the total amount of money he makes from selling the        │\n",
+       "│  apples. The plot is 3 trees by 4 trees, so the total number of trees is 3 * 4 = 12. Each tree gives 5 apples,  │\n",
+       "│  so the total number of apples is 12 * 5 = 60. He sells each apple for $0.5, so the total amount of money he    │\n",
+       "│  makes is 60 * 0.5 = 30.\",                                                                                      │\n",
+       "│    \"response_answer\": \"The final answer is $30.\"                                                                │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m731d03c0-b449-4b81-a704-c63ee0a7c64d\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find out how much money John makes, we first need to calculate the total number of \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mtrees, then the total number of apples, and finally the total amount of money he makes from selling the \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mapples. The plot is 3 trees by 4 trees, so the total number of trees is 3 * 4 = 12. Each tree gives 5 apples,\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mso the total number of apples is 12 * 5 = 60. He sells each apple for $0.5, so the total amount of money he \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mmakes is 60 * 0.5 = 30.\",\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"The final answer is $30.\"\u001b[0m                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+     "output_type": "display_data"
+    },
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+       "
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+       "
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+      ],
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+       "\n"
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+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find the total amount Jay and Gloria would spend, first, calculate the total number    │\n",
+       "│  of guests and the hosts themselves who will receive flags. Jay invited 22 people and Gloria invited 36.        │\n",
+       "│  Including Jay and Gloria, the total number of people is 22 + 36 + 2 = 60. Since the flags are sold 5 for       │\n",
+       "│  $1.00, divide the total number of people by 5 to find out how many sets of flags are needed. 60 / 5 = 12.      │\n",
+       "│  Therefore, they would need 12 sets of flags. Since each set costs $1.00, the total cost would be 12 sets *     │\n",
+       "│  $1.00 = $12.00.\",                                                                                              │\n",
+       "│    \"response_answer\": \"The total amount Jay and Gloria would spend at the craft store is $12.00.\"               │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find the total amount Jay and Gloria would spend, first, calculate the total number \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mof guests and the hosts themselves who will receive flags. Jay invited 22 people and Gloria invited 36. \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mIncluding Jay and Gloria, the total number of people is 22 + 36 + 2 = 60. Since the flags are sold 5 for \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m$1.00, divide the total number of people by 5 to find out how many sets of flags are needed. 60 / 5 = 12. \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mTherefore, they would need 12 sets of flags. Since each set costs $1.00, the total cost would be 12 sets * \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m$1.00 = $12.00.\",\u001b[0m                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"The total amount Jay and Gloria would spend at the craft store is $12.00.\"\u001b[0m               \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: f0fef957-02e5-4365-b035-b20fa62abb77                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mf0fef957-02e5-4365-b035-b20fa62abb77\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 826b5ba5-6e1e-44d6-bd63-c73d6de18d50                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find the total amount Jay and Gloria would spend, first, calculate the total number    │\n",
+       "│  of guests and the hosts themselves who will receive flags. Jay invited 22 people and Gloria invited 36.        │\n",
+       "│  Including Jay and Gloria, the total number of people is 22 + 36 + 2 = 60. Since the flags are sold 5 for       │\n",
+       "│  $1.00, divide the total number of people by 5 to find out how many sets of flags are needed. 60 / 5 = 12.      │\n",
+       "│  Therefore, they would need 12 sets of flags. Since each set costs $1.00, the total cost would be 12 sets *     │\n",
+       "│  $1.00 = $12.00.\",                                                                                              │\n",
+       "│    \"response_answer\": \"The total amount Jay and Gloria would spend at the craft store is $12.00.\"               │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m826b5ba5-6e1e-44d6-bd63-c73d6de18d50\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find the total amount Jay and Gloria would spend, first, calculate the total number \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mof guests and the hosts themselves who will receive flags. Jay invited 22 people and Gloria invited 36. \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mIncluding Jay and Gloria, the total number of people is 22 + 36 + 2 = 60. Since the flags are sold 5 for \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m$1.00, divide the total number of people by 5 to find out how many sets of flags are needed. 60 / 5 = 12. \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTherefore, they would need 12 sets of flags. Since each set costs $1.00, the total cost would be 12 sets * \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m$1.00 = $12.00.\",\u001b[0m                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"The total amount Jay and Gloria would spend at the craft store is $12.00.\"\u001b[0m               \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+       "
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+       "
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+       "\n"
+      ]
+     },
+     "metadata": {},
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+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:18:08.070458-0400 DEBUG Processed 2 states in 4.434732913970947 seconds\n",
+      "2025-09-11T10:18:08.071667-0400 DEBUG 10 states processed in 2.2173664569854736 seconds average per state ...\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 671740b2-d281-449a-94bf-1498ce407a37                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      "text/plain": [
+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[36m671740b2-d281-449a-94bf-1498ce407a37\u001b[0m                                                                       \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 4ceaabdb-adc9-40ca-9333-69126ad2cc2a                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[36m4ceaabdb-adc9-40ca-9333-69126ad2cc2a\u001b[0m                                                                       \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Mathematician.                                                                                         │\n",
+       "│  Your personal goal is: Calculate the remaining distance to be covered on the last day of Jerome's bicycle      │\n",
+       "│  trip to achieve his goal.                                                                                      │\n",
+       "│  This is the expected criteria for your final answer: a numeric value representing the distance Jerome needs    │\n",
+       "│  to ride on the 13th day.                                                                                       │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Lilah's family gallery has 400 photos. On a two-day trip to the Grand Canyon, they took half as many photos    │\n",
+       "│  they have in the family's gallery on the first day and 120 more photos than they took on the first day on the  │\n",
+       "│  second day. If they added all these photos to the family gallery, calculate the total number of photos in the  │\n",
+       "│  gallery.                                                                                                       │\n",
+       "│                                                                                                                 │\n",
+       "│  Calculate the total distance covered in the first 12 days and subtract it from the total trip distance to      │\n",
+       "│  find the remaining distance for the 13th day                                                                   │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Mathematician.\u001b[0m                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: Calculate the remaining distance to be covered on the last day of Jerome's bicycle \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mtrip to achieve his goal.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: a numeric value representing the distance Jerome needs \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mto ride on the 13th day.\u001b[0m                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mLilah's family gallery has 400 photos. On a two-day trip to the Grand Canyon, they took half as many photos \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mthey have in the family's gallery on the first day and 120 more photos than they took on the first day on the\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msecond day. If they added all these photos to the family gallery, calculate the total number of photos in the\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mgallery.\u001b[0m                                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mCalculate the total distance covered in the first 12 days and subtract it from the total trip distance to \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mfind the remaining distance for the 13th day\u001b[0m                                                                   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Mathematician.                                                                                         │\n",
+       "│  Your personal goal is: Calculate the remaining distance to be covered on the last day of Jerome's bicycle      │\n",
+       "│  trip to achieve his goal.                                                                                      │\n",
+       "│  This is the expected criteria for your final answer: a numeric value representing the distance Jerome needs    │\n",
+       "│  to ride on the 13th day.                                                                                       │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Trevor buys several bouquets of carnations. The first included 9 carnations; the second included 14            │\n",
+       "│  carnations; the third included 13 carnations. What is the average number of carnations in the bouquets?        │\n",
+       "│                                                                                                                 │\n",
+       "│  Calculate the total distance covered in the first 12 days and subtract it from the total trip distance to      │\n",
+       "│  find the remaining distance for the 13th day                                                                   │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Mathematician.\u001b[0m                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: Calculate the remaining distance to be covered on the last day of Jerome's bicycle \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mtrip to achieve his goal.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: a numeric value representing the distance Jerome needs \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mto ride on the 13th day.\u001b[0m                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mTrevor buys several bouquets of carnations. The first included 9 carnations; the second included 14 \u001b[0m           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mcarnations; the third included 13 carnations. What is the average number of carnations in the bouquets?\u001b[0m        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mCalculate the total distance covered in the first 12 days and subtract it from the total trip distance to \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mfind the remaining distance for the 13th day\u001b[0m                                                                   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
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+    {
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+      "text/html": [
+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To calculate the average number of carnations in the bouquets, we need to add up the      │\n",
+       "│  number of carnations in each bouquet and divide by the total number of bouquets. The first bouquet had 9       │\n",
+       "│  carnations, the second had 14 carnations, and the third had 13 carnations. So, the total number of carnations  │\n",
+       "│  is 9 + 14 + 13 = 36. There are 3 bouquets in total. Therefore, the average number of carnations in the         │\n",
+       "│  bouquets is 36 / 3 = 12. However, the task also mentions calculating the remaining distance for Jerome's       │\n",
+       "│  bicycle trip, which requires information about the total trip distance and the distance covered in the first   │\n",
+       "│  12 days. Since this information is not provided, we cannot calculate the remaining distance for the 13th day.  │\n",
+       "│  But for the average carnations, we have enough information.\",                                                  │\n",
+       "│    \"response_answer\": \"12\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To calculate the average number of carnations in the bouquets, we need to add up the \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mnumber of carnations in each bouquet and divide by the total number of bouquets. The first bouquet had 9 \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mcarnations, the second had 14 carnations, and the third had 13 carnations. So, the total number of carnations\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mis 9 + 14 + 13 = 36. There are 3 bouquets in total. Therefore, the average number of carnations in the \u001b[0m        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mbouquets is 36 / 3 = 12. However, the task also mentions calculating the remaining distance for Jerome's \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mbicycle trip, which requires information about the total trip distance and the distance covered in the first \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m12 days. Since this information is not provided, we cannot calculate the remaining distance for the 13th day.\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mBut for the average carnations, we have enough information.\",\u001b[0m                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"12\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
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+      "text/html": [
+       "
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+       "
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+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: fbe67c74-081a-4b7b-8dad-b3243282e005                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mfbe67c74-081a-4b7b-8dad-b3243282e005\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+     "output_type": "display_data"
+    },
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+       "
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+       "
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+       "\n"
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+    {
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+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 4ceaabdb-adc9-40ca-9333-69126ad2cc2a                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To calculate the average number of carnations in the bouquets, we need to add up the      │\n",
+       "│  number of carnations in each bouquet and divide by the total number of bouquets. The first bouquet had 9       │\n",
+       "│  carnations, the second had 14 carnations, and the third had 13 carnations. So, the total number of carnations  │\n",
+       "│  is 9 + 14 + 13 = 36. There are 3 bouquets in total. Therefore, the average number of carnations in the         │\n",
+       "│  bouquets is 36 / 3 = 12. However, the task also mentions calculating the remaining distance for Jerome's       │\n",
+       "│  bicycle trip, which requires information about the total trip distance and the distance covered in the first   │\n",
+       "│  12 days. Since this information is not provided, we cannot calculate the remaining distance for the 13th day.  │\n",
+       "│  But for the average carnations, we have enough information.\",                                                  │\n",
+       "│    \"response_answer\": \"12\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m4ceaabdb-adc9-40ca-9333-69126ad2cc2a\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To calculate the average number of carnations in the bouquets, we need to add up the \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mnumber of carnations in each bouquet and divide by the total number of bouquets. The first bouquet had 9 \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mcarnations, the second had 14 carnations, and the third had 13 carnations. So, the total number of carnations\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mis 9 + 14 + 13 = 36. There are 3 bouquets in total. Therefore, the average number of carnations in the \u001b[0m        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mbouquets is 36 / 3 = 12. However, the task also mentions calculating the remaining distance for Jerome's \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mbicycle trip, which requires information about the total trip distance and the distance covered in the first \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m12 days. Since this information is not provided, we cannot calculate the remaining distance for the 13th day.\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mBut for the average carnations, we have enough information.\",\u001b[0m                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"12\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
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+     "output_type": "display_data"
+    },
+    {
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+      "text/html": [
+       "
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+       "
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+      ],
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+       "\n"
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+      "text/html": [
+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"I now can give a great answer\",                                                           │\n",
+       "│    \"response_answer\": \"The total number of photos in the gallery after the trip is 920.\"                        │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"I now can give a great answer\",\u001b[0m                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"The total number of photos in the gallery after the trip is 920.\"\u001b[0m                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
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╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 5f588109-91af-4991-a9ab-30ac3bcbdd91                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
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+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
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╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 671740b2-d281-449a-94bf-1498ce407a37                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"I now can give a great answer\",                                                           │\n",
+       "│    \"response_answer\": \"The total number of photos in the gallery after the trip is 920.\"                        │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m671740b2-d281-449a-94bf-1498ce407a37\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"I now can give a great answer\",\u001b[0m                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"The total number of photos in the gallery after the trip is 920.\"\u001b[0m                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+     "text": [
+      "2025-09-11T10:18:15.426374-0400 DEBUG Processed 2 states in 7.353562593460083 seconds\n",
+      "2025-09-11T10:18:15.428146-0400 DEBUG 12 states processed in 3.6767812967300415 seconds average per state ...\n"
+     ]
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╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 23824013-8833-4679-beae-ed9262cc85c4                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
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╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: f0fcc26d-2d96-48bc-8735-033904547b26                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
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╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Mathematician.                                                                                         │\n",
+       "│  Your personal goal is: Calculate the remaining distance to be covered on the last day of Jerome's bicycle      │\n",
+       "│  trip to achieve his goal.                                                                                      │\n",
+       "│  This is the expected criteria for your final answer: a numeric value representing the distance Jerome needs    │\n",
+       "│  to ride on the 13th day.                                                                                       │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Tim's cat bit him.  He decided to get himself and the cat checked out.  His doctor's visits $300 and           │\n",
+       "│  insurance covered 75%.  His cat's visit cost $120 and his pet insurance covered $60.  How much did he pay?     │\n",
+       "│                                                                                                                 │\n",
+       "│  Calculate the total distance covered in the first 12 days and subtract it from the total trip distance to      │\n",
+       "│  find the remaining distance for the 13th day                                                                   │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
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+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Mathematician.\u001b[0m                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: Calculate the remaining distance to be covered on the last day of Jerome's bicycle \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mtrip to achieve his goal.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: a numeric value representing the distance Jerome needs \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mto ride on the 13th day.\u001b[0m                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mTim's cat bit him.  He decided to get himself and the cat checked out.  His doctor's visits $300 and \u001b[0m          \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92minsurance covered 75%.  His cat's visit cost $120 and his pet insurance covered $60.  How much did he pay?\u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mCalculate the total distance covered in the first 12 days and subtract it from the total trip distance to \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mfind the remaining distance for the 13th day\u001b[0m                                                                   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Mathematician.                                                                                         │\n",
+       "│  Your personal goal is: Calculate the remaining distance to be covered on the last day of Jerome's bicycle      │\n",
+       "│  trip to achieve his goal.                                                                                      │\n",
+       "│  This is the expected criteria for your final answer: a numeric value representing the distance Jerome needs    │\n",
+       "│  to ride on the 13th day.                                                                                       │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  There are 40 students in a class. If 1/10 are absent, 3/4 of the students who are present are in the           │\n",
+       "│  classroom, and the rest are in the canteen, how many students are in the canteen?                              │\n",
+       "│                                                                                                                 │\n",
+       "│  Calculate the total distance covered in the first 12 days and subtract it from the total trip distance to      │\n",
+       "│  find the remaining distance for the 13th day                                                                   │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Mathematician.\u001b[0m                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: Calculate the remaining distance to be covered on the last day of Jerome's bicycle \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mtrip to achieve his goal.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: a numeric value representing the distance Jerome needs \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mto ride on the 13th day.\u001b[0m                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThere are 40 students in a class. If 1/10 are absent, 3/4 of the students who are present are in the \u001b[0m          \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mclassroom, and the rest are in the canteen, how many students are in the canteen?\u001b[0m                              \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mCalculate the total distance covered in the first 12 days and subtract it from the total trip distance to \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mfind the remaining distance for the 13th day\u001b[0m                                                                   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+       "
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+       "\n"
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+     "data": {
+      "text/html": [
+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To calculate the total amount Tim paid, first, calculate the cost of his doctor's visit   │\n",
+       "│  after insurance coverage. His visit costs $300, and insurance covered 75%, so he paid $300 * (1 - 0.75) =      │\n",
+       "│  $75. Then, calculate the cost of his cat's visit after pet insurance coverage. The cat's visit cost $120, and  │\n",
+       "│  the pet insurance covered $60, so he paid $120 - $60 = $60. The total amount Tim paid is $75 (for his visit)   │\n",
+       "│  + $60 (for the cat's visit) = $135.\",                                                                          │\n",
+       "│    \"response_answer\": \"The total amount Tim paid is $135.\"                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To calculate the total amount Tim paid, first, calculate the cost of his doctor's visit \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mafter insurance coverage. His visit costs $300, and insurance covered 75%, so he paid $300 * (1 - 0.75) = \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m$75. Then, calculate the cost of his cat's visit after pet insurance coverage. The cat's visit cost $120, and\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mthe pet insurance covered $60, so he paid $120 - $60 = $60. The total amount Tim paid is $75 (for his visit) \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m+ $60 (for the cat's visit) = $135.\",\u001b[0m                                                                          \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"The total amount Tim paid is $135.\"\u001b[0m                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+     "output_type": "display_data"
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+       "\n"
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+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: a5cbd563-8c31-46ee-a1b0-a7d26a931d84                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32ma5cbd563-8c31-46ee-a1b0-a7d26a931d84\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
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+       "
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+       "\n"
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+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 23824013-8833-4679-beae-ed9262cc85c4                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To calculate the total amount Tim paid, first, calculate the cost of his doctor's visit   │\n",
+       "│  after insurance coverage. His visit costs $300, and insurance covered 75%, so he paid $300 * (1 - 0.75) =      │\n",
+       "│  $75. Then, calculate the cost of his cat's visit after pet insurance coverage. The cat's visit cost $120, and  │\n",
+       "│  the pet insurance covered $60, so he paid $120 - $60 = $60. The total amount Tim paid is $75 (for his visit)   │\n",
+       "│  + $60 (for the cat's visit) = $135.\",                                                                          │\n",
+       "│    \"response_answer\": \"The total amount Tim paid is $135.\"                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m23824013-8833-4679-beae-ed9262cc85c4\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To calculate the total amount Tim paid, first, calculate the cost of his doctor's visit \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mafter insurance coverage. His visit costs $300, and insurance covered 75%, so he paid $300 * (1 - 0.75) = \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m$75. Then, calculate the cost of his cat's visit after pet insurance coverage. The cat's visit cost $120, and\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mthe pet insurance covered $60, so he paid $120 - $60 = $60. The total amount Tim paid is $75 (for his visit) \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m+ $60 (for the cat's visit) = $135.\",\u001b[0m                                                                          \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"The total amount Tim paid is $135.\"\u001b[0m                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
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+    },
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+       "
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+      "text/html": [
+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To calculate the number of students in the canteen, first, we need to find out how many   │\n",
+       "│  students are absent. Since 1/10 of the students are absent, we calculate 1/10 of 40, which equals 4 students   │\n",
+       "│  absent. Then, we find out how many students are present, which is 40 - 4 = 36 students. Next, we calculate     │\n",
+       "│  3/4 of the present students to find out how many are in the classroom: 3/4 * 36 = 27 students in the           │\n",
+       "│  classroom. The rest of the students are in the canteen, so 36 - 27 = 9 students are in the canteen. However,   │\n",
+       "│  the task also mentions calculating the remaining distance for Jerome's bicycle trip on the 13th day, but it    │\n",
+       "│  does not provide specific details about the total trip distance or the distances covered in the first 12       │\n",
+       "│  days. Without this information, we cannot calculate the remaining distance for the 13th day. Given the         │\n",
+       "│  information provided about the students, we can only solve the first part of the problem.\",                    │\n",
+       "│    \"response_answer\": \"9\"                                                                                       │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To calculate the number of students in the canteen, first, we need to find out how many \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mstudents are absent. Since 1/10 of the students are absent, we calculate 1/10 of 40, which equals 4 students \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mabsent. Then, we find out how many students are present, which is 40 - 4 = 36 students. Next, we calculate \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m3/4 of the present students to find out how many are in the classroom: 3/4 * 36 = 27 students in the \u001b[0m          \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mclassroom. The rest of the students are in the canteen, so 36 - 27 = 9 students are in the canteen. However, \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mthe task also mentions calculating the remaining distance for Jerome's bicycle trip on the 13th day, but it \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mdoes not provide specific details about the total trip distance or the distances covered in the first 12 \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mdays. Without this information, we cannot calculate the remaining distance for the 13th day. Given the \u001b[0m        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92minformation provided about the students, we can only solve the first part of the problem.\",\u001b[0m                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"9\"\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: a90d94bf-c667-45ae-a88c-764af7b83322                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32ma90d94bf-c667-45ae-a88c-764af7b83322\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: f0fcc26d-2d96-48bc-8735-033904547b26                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To calculate the number of students in the canteen, first, we need to find out how many   │\n",
+       "│  students are absent. Since 1/10 of the students are absent, we calculate 1/10 of 40, which equals 4 students   │\n",
+       "│  absent. Then, we find out how many students are present, which is 40 - 4 = 36 students. Next, we calculate     │\n",
+       "│  3/4 of the present students to find out how many are in the classroom: 3/4 * 36 = 27 students in the           │\n",
+       "│  classroom. The rest of the students are in the canteen, so 36 - 27 = 9 students are in the canteen. However,   │\n",
+       "│  the task also mentions calculating the remaining distance for Jerome's bicycle trip on the 13th day, but it    │\n",
+       "│  does not provide specific details about the total trip distance or the distances covered in the first 12       │\n",
+       "│  days. Without this information, we cannot calculate the remaining distance for the 13th day. Given the         │\n",
+       "│  information provided about the students, we can only solve the first part of the problem.\",                    │\n",
+       "│    \"response_answer\": \"9\"                                                                                       │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32mf0fcc26d-2d96-48bc-8735-033904547b26\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To calculate the number of students in the canteen, first, we need to find out how many \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mstudents are absent. Since 1/10 of the students are absent, we calculate 1/10 of 40, which equals 4 students \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mabsent. Then, we find out how many students are present, which is 40 - 4 = 36 students. Next, we calculate \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m3/4 of the present students to find out how many are in the classroom: 3/4 * 36 = 27 students in the \u001b[0m          \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mclassroom. The rest of the students are in the canteen, so 36 - 27 = 9 students are in the canteen. However, \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mthe task also mentions calculating the remaining distance for Jerome's bicycle trip on the 13th day, but it \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mdoes not provide specific details about the total trip distance or the distances covered in the first 12 \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mdays. Without this information, we cannot calculate the remaining distance for the 13th day. Given the \u001b[0m        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37minformation provided about the students, we can only solve the first part of the problem.\",\u001b[0m                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"9\"\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+     "text": [
+      "2025-09-11T10:18:23.214465-0400 DEBUG Processed 2 states in 7.785249710083008 seconds\n",
+      "2025-09-11T10:18:23.216082-0400 DEBUG 14 states processed in 3.892624855041504 seconds average per state ...\n"
+     ]
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+    {
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╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 58c8df42-dc02-439b-b1b0-b7ee6f7c2755                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
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╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: b43aab15-f28a-453a-9cbd-fc939dc36751                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Mathematician.                                                                                         │\n",
+       "│  Your personal goal is: Calculate the remaining distance to be covered on the last day of Jerome's bicycle      │\n",
+       "│  trip to achieve his goal.                                                                                      │\n",
+       "│  This is the expected criteria for your final answer: a numeric value representing the distance Jerome needs    │\n",
+       "│  to ride on the 13th day.                                                                                       │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Timothy has $50 to spend at a souvenir shop. He sees some t-shirts that cost $8 each, key chains that sell 3   │\n",
+       "│  pieces for $2, and bags that cost $10 each. Timothy buys 2 t-shirts and 2 bags. How many pieces of key chains  │\n",
+       "│  can he buy with the amount of money he has left?                                                               │\n",
+       "│                                                                                                                 │\n",
+       "│  Calculate the total distance covered in the first 12 days and subtract it from the total trip distance to      │\n",
+       "│  find the remaining distance for the 13th day                                                                   │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Mathematician.\u001b[0m                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: Calculate the remaining distance to be covered on the last day of Jerome's bicycle \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mtrip to achieve his goal.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: a numeric value representing the distance Jerome needs \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mto ride on the 13th day.\u001b[0m                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mTimothy has $50 to spend at a souvenir shop. He sees some t-shirts that cost $8 each, key chains that sell 3 \u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mpieces for $2, and bags that cost $10 each. Timothy buys 2 t-shirts and 2 bags. How many pieces of key chains\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mcan he buy with the amount of money he has left?\u001b[0m                                                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mCalculate the total distance covered in the first 12 days and subtract it from the total trip distance to \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mfind the remaining distance for the 13th day\u001b[0m                                                                   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Mathematician.                                                                                         │\n",
+       "│  Your personal goal is: Calculate the remaining distance to be covered on the last day of Jerome's bicycle      │\n",
+       "│  trip to achieve his goal.                                                                                      │\n",
+       "│  This is the expected criteria for your final answer: a numeric value representing the distance Jerome needs    │\n",
+       "│  to ride on the 13th day.                                                                                       │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  On Monday, Matt worked for 450 minutes in his office.  On Tuesday, he worked half the number of minutes he     │\n",
+       "│  worked on Monday.  On Wednesday, he worked for 300 minutes.  How many more minutes did he work on Wednesday    │\n",
+       "│  than on Tuesday.                                                                                               │\n",
+       "│                                                                                                                 │\n",
+       "│  Calculate the total distance covered in the first 12 days and subtract it from the total trip distance to      │\n",
+       "│  find the remaining distance for the 13th day                                                                   │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Mathematician.\u001b[0m                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: Calculate the remaining distance to be covered on the last day of Jerome's bicycle \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mtrip to achieve his goal.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: a numeric value representing the distance Jerome needs \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mto ride on the 13th day.\u001b[0m                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mOn Monday, Matt worked for 450 minutes in his office.  On Tuesday, he worked half the number of minutes he \u001b[0m    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mworked on Monday.  On Wednesday, he worked for 300 minutes.  How many more minutes did he work on Wednesday \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mthan on Tuesday.\u001b[0m                                                                                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mCalculate the total distance covered in the first 12 days and subtract it from the total trip distance to \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mfind the remaining distance for the 13th day\u001b[0m                                                                   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"I now can give a great answer\",                                                           │\n",
+       "│    \"response_answer\": \"21\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"I now can give a great answer\",\u001b[0m                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"21\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: c86b8f53-b6cf-4a12-ba79-15bb37c9333e                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mc86b8f53-b6cf-4a12-ba79-15bb37c9333e\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 58c8df42-dc02-439b-b1b0-b7ee6f7c2755                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"I now can give a great answer\",                                                           │\n",
+       "│    \"response_answer\": \"21\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m58c8df42-dc02-439b-b1b0-b7ee6f7c2755\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"I now can give a great answer\",\u001b[0m                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"21\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"I now can give a great answer\",                                                           │\n",
+       "│    \"response_answer\": \"To accurately determine the remaining distance Jerome needs to ride on the 13th day, we  │\n",
+       "│  would need the total distance of his trip and the total distance covered in the first 12 days. Without this    │\n",
+       "│  information, we cannot provide a numeric value for the remaining distance.\"                                    │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"I now can give a great answer\",\u001b[0m                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"To accurately determine the remaining distance Jerome needs to ride on the 13th day, we\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mwould need the total distance of his trip and the total distance covered in the first 12 days. Without this \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92minformation, we cannot provide a numeric value for the remaining distance.\"\u001b[0m                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 7bab2230-ee13-4226-8fdb-05f6fc862e39                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m7bab2230-ee13-4226-8fdb-05f6fc862e39\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: b43aab15-f28a-453a-9cbd-fc939dc36751                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"I now can give a great answer\",                                                           │\n",
+       "│    \"response_answer\": \"To accurately determine the remaining distance Jerome needs to ride on the 13th day, we  │\n",
+       "│  would need the total distance of his trip and the total distance covered in the first 12 days. Without this    │\n",
+       "│  information, we cannot provide a numeric value for the remaining distance.\"                                    │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32mb43aab15-f28a-453a-9cbd-fc939dc36751\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"I now can give a great answer\",\u001b[0m                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"To accurately determine the remaining distance Jerome needs to ride on the 13th day, we\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mwould need the total distance of his trip and the total distance covered in the first 12 days. Without this \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37minformation, we cannot provide a numeric value for the remaining distance.\"\u001b[0m                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
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+      "text/html": [
+       "
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+       "\n"
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+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:18:33.132991-0400 DEBUG Processed 2 states in 9.916010618209839 seconds\n",
+      "2025-09-11T10:18:33.134441-0400 DEBUG 16 states processed in 4.958005309104919 seconds average per state ...\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 8ee5a46d-0b51-4dd0-bcc4-f2aa7d91a522                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
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╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: c9593c4a-f447-4fee-b0fa-c3b79307403d                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[36mc9593c4a-f447-4fee-b0fa-c3b79307403d\u001b[0m                                                                       \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Mathematician.                                                                                         │\n",
+       "│  Your personal goal is: Calculate the remaining distance to be covered on the last day of Jerome's bicycle      │\n",
+       "│  trip to achieve his goal.                                                                                      │\n",
+       "│  This is the expected criteria for your final answer: a numeric value representing the distance Jerome needs    │\n",
+       "│  to ride on the 13th day.                                                                                       │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Catriona has 8 goldfish in her aquarium. She has 4 more angelfish than goldfish. Also, she has twice as many   │\n",
+       "│  guppies as angelfish. How many fish does Catriona have in her aquarium?                                        │\n",
+       "│                                                                                                                 │\n",
+       "│  Calculate the total distance covered in the first 12 days and subtract it from the total trip distance to      │\n",
+       "│  find the remaining distance for the 13th day                                                                   │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Mathematician.\u001b[0m                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: Calculate the remaining distance to be covered on the last day of Jerome's bicycle \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mtrip to achieve his goal.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: a numeric value representing the distance Jerome needs \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mto ride on the 13th day.\u001b[0m                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mCatriona has 8 goldfish in her aquarium. She has 4 more angelfish than goldfish. Also, she has twice as many \u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mguppies as angelfish. How many fish does Catriona have in her aquarium?\u001b[0m                                        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mCalculate the total distance covered in the first 12 days and subtract it from the total trip distance to \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mfind the remaining distance for the 13th day\u001b[0m                                                                   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Mathematician.                                                                                         │\n",
+       "│  Your personal goal is: Calculate the remaining distance to be covered on the last day of Jerome's bicycle      │\n",
+       "│  trip to achieve his goal.                                                                                      │\n",
+       "│  This is the expected criteria for your final answer: a numeric value representing the distance Jerome needs    │\n",
+       "│  to ride on the 13th day.                                                                                       │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Ravi has some coins. He has 2 more quarters than nickels and 4 more dimes than quarters. If he has 6 nickels,  │\n",
+       "│  how much money does he have?                                                                                   │\n",
+       "│                                                                                                                 │\n",
+       "│  Calculate the total distance covered in the first 12 days and subtract it from the total trip distance to      │\n",
+       "│  find the remaining distance for the 13th day                                                                   │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Mathematician.\u001b[0m                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: Calculate the remaining distance to be covered on the last day of Jerome's bicycle \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mtrip to achieve his goal.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: a numeric value representing the distance Jerome needs \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mto ride on the 13th day.\u001b[0m                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mRavi has some coins. He has 2 more quarters than nickels and 4 more dimes than quarters. If he has 6 nickels,\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mhow much money does he have?\u001b[0m                                                                                   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mCalculate the total distance covered in the first 12 days and subtract it from the total trip distance to \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mfind the remaining distance for the 13th day\u001b[0m                                                                   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To calculate the total number of fish Catriona has, first, we need to determine the       │\n",
+       "│  number of angelfish and guppies. Since she has 4 more angelfish than goldfish and she has 8 goldfish, the      │\n",
+       "│  number of angelfish is 8 + 4 = 12. Then, since she has twice as many guppies as angelfish, the number of       │\n",
+       "│  guppies is 2 * 12 = 24. The total number of fish is the sum of goldfish, angelfish, and guppies: 8 (goldfish)  │\n",
+       "│  + 12 (angelfish) + 24 (guppies) = 44. However, the task also mentions Jerome's bicycle trip, which seems       │\n",
+       "│  unrelated to the fish problem. For Jerome's trip, we need the total distance of the trip and the distance      │\n",
+       "│  covered in the first 12 days to calculate the remaining distance for the 13th day. Unfortunately, the          │\n",
+       "│  provided information does not include these details. Thus, we can only solve the fish problem directly from    │\n",
+       "│  the given information.\",                                                                                       │\n",
+       "│    \"response_answer\": \"The total number of fish Catriona has is 44. Without specific details on Jerome's        │\n",
+       "│  bicycle trip, such as the total trip distance and the distance covered in the first 12 days, we cannot         │\n",
+       "│  calculate the remaining distance for the 13th day.\"                                                            │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To calculate the total number of fish Catriona has, first, we need to determine the \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mnumber of angelfish and guppies. Since she has 4 more angelfish than goldfish and she has 8 goldfish, the \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mnumber of angelfish is 8 + 4 = 12. Then, since she has twice as many guppies as angelfish, the number of \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mguppies is 2 * 12 = 24. The total number of fish is the sum of goldfish, angelfish, and guppies: 8 (goldfish)\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m+ 12 (angelfish) + 24 (guppies) = 44. However, the task also mentions Jerome's bicycle trip, which seems \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92munrelated to the fish problem. For Jerome's trip, we need the total distance of the trip and the distance \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mcovered in the first 12 days to calculate the remaining distance for the 13th day. Unfortunately, the \u001b[0m         \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mprovided information does not include these details. Thus, we can only solve the fish problem directly from \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mthe given information.\",\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"The total number of fish Catriona has is 44. Without specific details on Jerome's \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mbicycle trip, such as the total trip distance and the distance covered in the first 12 days, we cannot \u001b[0m        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mcalculate the remaining distance for the 13th day.\"\u001b[0m                                                            \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
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+     "output_type": "display_data"
+    },
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+      "text/html": [
+       "
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+       "
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+       "
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+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 0ae6ab30-4ffb-46f1-acbf-c595c53dfd1f                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m0ae6ab30-4ffb-46f1-acbf-c595c53dfd1f\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+    },
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+       "
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+       "\n"
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+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 8ee5a46d-0b51-4dd0-bcc4-f2aa7d91a522                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To calculate the total number of fish Catriona has, first, we need to determine the       │\n",
+       "│  number of angelfish and guppies. Since she has 4 more angelfish than goldfish and she has 8 goldfish, the      │\n",
+       "│  number of angelfish is 8 + 4 = 12. Then, since she has twice as many guppies as angelfish, the number of       │\n",
+       "│  guppies is 2 * 12 = 24. The total number of fish is the sum of goldfish, angelfish, and guppies: 8 (goldfish)  │\n",
+       "│  + 12 (angelfish) + 24 (guppies) = 44. However, the task also mentions Jerome's bicycle trip, which seems       │\n",
+       "│  unrelated to the fish problem. For Jerome's trip, we need the total distance of the trip and the distance      │\n",
+       "│  covered in the first 12 days to calculate the remaining distance for the 13th day. Unfortunately, the          │\n",
+       "│  provided information does not include these details. Thus, we can only solve the fish problem directly from    │\n",
+       "│  the given information.\",                                                                                       │\n",
+       "│    \"response_answer\": \"The total number of fish Catriona has is 44. Without specific details on Jerome's        │\n",
+       "│  bicycle trip, such as the total trip distance and the distance covered in the first 12 days, we cannot         │\n",
+       "│  calculate the remaining distance for the 13th day.\"                                                            │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m8ee5a46d-0b51-4dd0-bcc4-f2aa7d91a522\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To calculate the total number of fish Catriona has, first, we need to determine the \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mnumber of angelfish and guppies. Since she has 4 more angelfish than goldfish and she has 8 goldfish, the \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mnumber of angelfish is 8 + 4 = 12. Then, since she has twice as many guppies as angelfish, the number of \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mguppies is 2 * 12 = 24. The total number of fish is the sum of goldfish, angelfish, and guppies: 8 (goldfish)\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m+ 12 (angelfish) + 24 (guppies) = 44. However, the task also mentions Jerome's bicycle trip, which seems \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37munrelated to the fish problem. For Jerome's trip, we need the total distance of the trip and the distance \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mcovered in the first 12 days to calculate the remaining distance for the 13th day. Unfortunately, the \u001b[0m         \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mprovided information does not include these details. Thus, we can only solve the fish problem directly from \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mthe given information.\",\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"The total number of fish Catriona has is 44. Without specific details on Jerome's \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mbicycle trip, such as the total trip distance and the distance covered in the first 12 days, we cannot \u001b[0m        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mcalculate the remaining distance for the 13th day.\"\u001b[0m                                                            \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+       "
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+       "\n"
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+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"I now can give a great answer\",                                                           │\n",
+       "│    \"response_answer\": \"40\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"I now can give a great answer\",\u001b[0m                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"40\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 7cb0a77f-1e14-468f-aaae-4cd0a32ac045                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m7cb0a77f-1e14-468f-aaae-4cd0a32ac045\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: c9593c4a-f447-4fee-b0fa-c3b79307403d                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"I now can give a great answer\",                                                           │\n",
+       "│    \"response_answer\": \"40\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32mc9593c4a-f447-4fee-b0fa-c3b79307403d\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"I now can give a great answer\",\u001b[0m                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"40\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
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+       "\n"
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+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:18:43.093132-0400 DEBUG Processed 2 states in 9.9574875831604 seconds\n",
+      "2025-09-11T10:18:43.094666-0400 DEBUG 18 states processed in 4.9787437915802 seconds average per state ...\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: e43bb98a-904d-4a07-9cc5-4cd6d79a083c                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 9e15f00b-f2ce-4c04-8c27-180113244878                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
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╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Mathematician.                                                                                         │\n",
+       "│  Your personal goal is: Calculate the remaining distance to be covered on the last day of Jerome's bicycle      │\n",
+       "│  trip to achieve his goal.                                                                                      │\n",
+       "│  This is the expected criteria for your final answer: a numeric value representing the distance Jerome needs    │\n",
+       "│  to ride on the 13th day.                                                                                       │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  John plants a plot of 3 trees by 4 trees.  Each tree gives 5 apples.  He sells each apple for $.5.  How much   │\n",
+       "│  money does he make, in dollars?                                                                                │\n",
+       "│                                                                                                                 │\n",
+       "│  Calculate the total distance covered in the first 12 days and subtract it from the total trip distance to      │\n",
+       "│  find the remaining distance for the 13th day                                                                   │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Mathematician.\u001b[0m                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: Calculate the remaining distance to be covered on the last day of Jerome's bicycle \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mtrip to achieve his goal.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: a numeric value representing the distance Jerome needs \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mto ride on the 13th day.\u001b[0m                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mJohn plants a plot of 3 trees by 4 trees.  Each tree gives 5 apples.  He sells each apple for $.5.  How much \u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmoney does he make, in dollars?\u001b[0m                                                                                \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mCalculate the total distance covered in the first 12 days and subtract it from the total trip distance to \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mfind the remaining distance for the 13th day\u001b[0m                                                                   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Mathematician.                                                                                         │\n",
+       "│  Your personal goal is: Calculate the remaining distance to be covered on the last day of Jerome's bicycle      │\n",
+       "│  trip to achieve his goal.                                                                                      │\n",
+       "│  This is the expected criteria for your final answer: a numeric value representing the distance Jerome needs    │\n",
+       "│  to ride on the 13th day.                                                                                       │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Jay & Gloria were hosting a 4th of July party at their house.  Jay invited 22 people and Gloria invited 36.    │\n",
+       "│  They wanted to buy small American flags for everyone.  The craft store was having a sale on small flags, 5     │\n",
+       "│  flags for $1.00.  If they wanted all of their guests to have a flag and they also wanted 1 flag each, how      │\n",
+       "│  much would they spend at the craft store?                                                                      │\n",
+       "│                                                                                                                 │\n",
+       "│  Calculate the total distance covered in the first 12 days and subtract it from the total trip distance to      │\n",
+       "│  find the remaining distance for the 13th day                                                                   │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Mathematician.\u001b[0m                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: Calculate the remaining distance to be covered on the last day of Jerome's bicycle \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mtrip to achieve his goal.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: a numeric value representing the distance Jerome needs \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mto ride on the 13th day.\u001b[0m                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mJay & Gloria were hosting a 4th of July party at their house.  Jay invited 22 people and Gloria invited 36.  \u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThey wanted to buy small American flags for everyone.  The craft store was having a sale on small flags, 5 \u001b[0m    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mflags for $1.00.  If they wanted all of their guests to have a flag and they also wanted 1 flag each, how \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmuch would they spend at the craft store?\u001b[0m                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mCalculate the total distance covered in the first 12 days and subtract it from the total trip distance to \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mfind the remaining distance for the 13th day\u001b[0m                                                                   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To solve this problem, we first need to calculate how much money John makes from selling  │\n",
+       "│  apples. Since John has a plot of 3 trees by 4 trees, he has a total of 3 * 4 = 12 trees. Each tree gives 5     │\n",
+       "│  apples, so he has 12 * 5 = 60 apples. He sells each apple for $0.5, so he makes 60 * 0.5 = $30.\",              │\n",
+       "│    \"response_answer\": \"30\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To solve this problem, we first need to calculate how much money John makes from selling\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mapples. Since John has a plot of 3 trees by 4 trees, he has a total of 3 * 4 = 12 trees. Each tree gives 5 \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mapples, so he has 12 * 5 = 60 apples. He sells each apple for $0.5, so he makes 60 * 0.5 = $30.\",\u001b[0m              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"30\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 2711fe55-eb17-4da1-9882-0eccb783079e                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m2711fe55-eb17-4da1-9882-0eccb783079e\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: e43bb98a-904d-4a07-9cc5-4cd6d79a083c                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To solve this problem, we first need to calculate how much money John makes from selling  │\n",
+       "│  apples. Since John has a plot of 3 trees by 4 trees, he has a total of 3 * 4 = 12 trees. Each tree gives 5     │\n",
+       "│  apples, so he has 12 * 5 = 60 apples. He sells each apple for $0.5, so he makes 60 * 0.5 = $30.\",              │\n",
+       "│    \"response_answer\": \"30\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32me43bb98a-904d-4a07-9cc5-4cd6d79a083c\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To solve this problem, we first need to calculate how much money John makes from selling\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mapples. Since John has a plot of 3 trees by 4 trees, he has a total of 3 * 4 = 12 trees. Each tree gives 5 \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mapples, so he has 12 * 5 = 60 apples. He sells each apple for $0.5, so he makes 60 * 0.5 = $30.\",\u001b[0m              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"30\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
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+       "\n"
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+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To calculate the remaining distance Jerome needs to ride on the 13th day, we first need   │\n",
+       "│  to determine the total distance of his trip and the distance he covered in the first 12 days. However, the     │\n",
+       "│  provided text does not give us the total distance of Jerome's trip or the distances he covered each day.       │\n",
+       "│  Instead, it describes a scenario involving Jay and Gloria buying American flags for their party guests. Since  │\n",
+       "│  we cannot calculate the remaining distance without the relevant information about Jerome's trip, we will       │\n",
+       "│  solve the problem presented in the text regarding the cost of flags and acknowledge the missing information    │\n",
+       "│  for Jerome's trip.\",                                                                                           │\n",
+       "│    \"response_answer\": \"The total number of guests invited by Jay and Gloria is 22 + 36 = 58. Including Jay and  │\n",
+       "│  Gloria, the total number of people is 58 + 2 = 60. Since the flags are sold 5 for $1.00, to find out how much  │\n",
+       "│  they would spend, we calculate the total number of flags needed, which is 60. The cost can be calculated by    │\n",
+       "│  dividing the total number of flags needed by 5, then multiplying by $1.00. So, 60 flags / 5 flags per dollar   │\n",
+       "│  = 12 dollars. Therefore, Jay and Gloria would spend $12 on flags. Unfortunately, without the specific details  │\n",
+       "│  about Jerome's bicycle trip, such as the total distance of the trip and the distance covered in the first 12   │\n",
+       "│  days, we cannot calculate the remaining distance he needs to ride on the 13th day.\"                            │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To calculate the remaining distance Jerome needs to ride on the 13th day, we first need \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mto determine the total distance of his trip and the distance he covered in the first 12 days. However, the \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mprovided text does not give us the total distance of Jerome's trip or the distances he covered each day. \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mInstead, it describes a scenario involving Jay and Gloria buying American flags for their party guests. Since\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mwe cannot calculate the remaining distance without the relevant information about Jerome's trip, we will \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92msolve the problem presented in the text regarding the cost of flags and acknowledge the missing information \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mfor Jerome's trip.\",\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"The total number of guests invited by Jay and Gloria is 22 + 36 = 58. Including Jay and\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mGloria, the total number of people is 58 + 2 = 60. Since the flags are sold 5 for $1.00, to find out how much\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mthey would spend, we calculate the total number of flags needed, which is 60. The cost can be calculated by \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mdividing the total number of flags needed by 5, then multiplying by $1.00. So, 60 flags / 5 flags per dollar \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m= 12 dollars. Therefore, Jay and Gloria would spend $12 on flags. Unfortunately, without the specific details\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mabout Jerome's bicycle trip, such as the total distance of the trip and the distance covered in the first 12 \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mdays, we cannot calculate the remaining distance he needs to ride on the 13th day.\"\u001b[0m                            \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 191e081f-15ab-4471-8a0d-43b4c2be89ff                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m191e081f-15ab-4471-8a0d-43b4c2be89ff\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
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+       "\n"
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+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 9e15f00b-f2ce-4c04-8c27-180113244878                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To calculate the remaining distance Jerome needs to ride on the 13th day, we first need   │\n",
+       "│  to determine the total distance of his trip and the distance he covered in the first 12 days. However, the     │\n",
+       "│  provided text does not give us the total distance of Jerome's trip or the distances he covered each day.       │\n",
+       "│  Instead, it describes a scenario involving Jay and Gloria buying American flags for their party guests. Since  │\n",
+       "│  we cannot calculate the remaining distance without the relevant information about Jerome's trip, we will       │\n",
+       "│  solve the problem presented in the text regarding the cost of flags and acknowledge the missing information    │\n",
+       "│  for Jerome's trip.\",                                                                                           │\n",
+       "│    \"response_answer\": \"The total number of guests invited by Jay and Gloria is 22 + 36 = 58. Including Jay and  │\n",
+       "│  Gloria, the total number of people is 58 + 2 = 60. Since the flags are sold 5 for $1.00, to find out how much  │\n",
+       "│  they would spend, we calculate the total number of flags needed, which is 60. The cost can be calculated by    │\n",
+       "│  dividing the total number of flags needed by 5, then multiplying by $1.00. So, 60 flags / 5 flags per dollar   │\n",
+       "│  = 12 dollars. Therefore, Jay and Gloria would spend $12 on flags. Unfortunately, without the specific details  │\n",
+       "│  about Jerome's bicycle trip, such as the total distance of the trip and the distance covered in the first 12   │\n",
+       "│  days, we cannot calculate the remaining distance he needs to ride on the 13th day.\"                            │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m9e15f00b-f2ce-4c04-8c27-180113244878\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To calculate the remaining distance Jerome needs to ride on the 13th day, we first need \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mto determine the total distance of his trip and the distance he covered in the first 12 days. However, the \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mprovided text does not give us the total distance of Jerome's trip or the distances he covered each day. \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mInstead, it describes a scenario involving Jay and Gloria buying American flags for their party guests. Since\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mwe cannot calculate the remaining distance without the relevant information about Jerome's trip, we will \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37msolve the problem presented in the text regarding the cost of flags and acknowledge the missing information \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mfor Jerome's trip.\",\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"The total number of guests invited by Jay and Gloria is 22 + 36 = 58. Including Jay and\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mGloria, the total number of people is 58 + 2 = 60. Since the flags are sold 5 for $1.00, to find out how much\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mthey would spend, we calculate the total number of flags needed, which is 60. The cost can be calculated by \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mdividing the total number of flags needed by 5, then multiplying by $1.00. So, 60 flags / 5 flags per dollar \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m= 12 dollars. Therefore, Jay and Gloria would spend $12 on flags. Unfortunately, without the specific details\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mabout Jerome's bicycle trip, such as the total distance of the trip and the distance covered in the first 12 \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mdays, we cannot calculate the remaining distance he needs to ride on the 13th day.\"\u001b[0m                            \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
+     },
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+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:18:50.555741-0400 DEBUG Processed 2 states in 7.459740161895752 seconds\n",
+      "2025-09-11T10:18:50.557014-0400 DEBUG 20 states processed in 3.729870080947876 seconds average per state ...\n",
+      "2025-09-11T10:18:50.559022-0400 INFO #### 4. grade responses from 2 prompts\n",
+      "2025-09-11T10:18:50.561059-0400 DEBUG Executing amap on function \n",
+      "2025-09-11T10:18:50.563871-0400 DEBUG 2 states processed. 0.0008177757263183594 seconds average per state in the last chunk ...\n",
+      "2025-09-11T10:18:50.565152-0400 DEBUG 4 states processed. 0.00013899803161621094 seconds average per state in the last chunk ...\n",
+      "2025-09-11T10:18:50.566415-0400 DEBUG 6 states processed. 0.00011348724365234375 seconds average per state in the last chunk ...\n",
+      "2025-09-11T10:18:50.567657-0400 DEBUG 8 states processed. 0.00010156631469726562 seconds average per state in the last chunk ...\n",
+      "2025-09-11T10:18:50.568823-0400 DEBUG 10 states processed. 9.989738464355469e-05 seconds average per state in the last chunk ...\n",
+      "2025-09-11T10:18:50.570429-0400 DEBUG Executing amap on function \n",
+      "2025-09-11T10:18:50.571474-0400 DEBUG 2 states processed. 0.0001424551010131836 seconds average per state in the last chunk ...\n",
+      "2025-09-11T10:18:50.572700-0400 DEBUG 4 states processed. 9.465217590332031e-05 seconds average per state in the last chunk ...\n",
+      "2025-09-11T10:18:50.573784-0400 DEBUG 6 states processed. 0.00015676021575927734 seconds average per state in the last chunk ...\n",
+      "2025-09-11T10:18:50.575255-0400 DEBUG 8 states processed. 0.00011646747589111328 seconds average per state in the last chunk ...\n",
+      "2025-09-11T10:18:50.576528-0400 DEBUG 10 states processed. 0.000118255615234375 seconds average per state in the last chunk ...\n",
+      "2025-09-11T10:18:50.577651-0400 INFO #### store best_k prompts found so far\n",
+      "2025-09-11T10:18:50.579925-0400 INFO [[TIME]]::ITERATION::1=73.06039643287659\n",
+      "2025-09-11T10:18:50.580898-0400 INFO [[DEV SCORE]]::ITERATION::1=50\n",
+      "2025-09-11T10:18:50.581793-0400 INFO ################################\n",
+      "2025-09-11T10:18:50.582981-0400 INFO #### iter 1\n",
+      "2025-09-11T10:18:50.583865-0400 INFO #### 1. create optimizer AGs\n",
+      "2025-09-11T10:18:50.608476-0400 INFO #### 2. generate 2 prompts at iter 1\n",
+      "2025-09-11T10:18:50.611490-0400 DEBUG Executing task: Your proposed prompt template will be used in the following way.\n",
+      "* You are \"role\" -- this role must be suitable for solving the demo task.\n",
+      "* Your personal goal is: \"goal\" -- the goal achieves the outputs given inputs.\n",
+      "* This is the expected criteria for your final answer \"expected_output\" -- this constrains the output format.\n",
+      "* You can add a short imperative instruction \"imperative\" -- this comes after the input of the task.\n",
+      "\n",
+      "[[Several demo tasks of input and outputs will be provided when you solve problem.]]\n",
+      "\n",
+      "[[The previous optimized prompt templates with scores appear from the worst to the best.]]\n",
+      "{\n",
+      "  \"role\": \"Mathematician\",\n",
+      "  \"goal\": \"Calculate the remaining distance to be covered on the last day of Jerome's bicycle trip to achieve his goal\",\n",
+      "  \"expected_output\": \"a numeric value representing the distance Jerome needs to ride on the 13th day\",\n",
+      "  \"imperative\": \"Calculate the total distance covered in the first 12 days and subtract it from the total trip distance to find the remaining distance for the 13th day\",\n",
+      "  \"score\": 40\n",
+      "}\n",
+      "{\n",
+      "  \"role\": \"Mathematical Problem Solver\",\n",
+      "  \"goal\": \"To calculate the correct numerical answer to the given mathematical problems\",\n",
+      "  \"expected_output\": \"A numerical value that solves the problem\",\n",
+      "  \"imperative\": \"Read the problem carefully, identify the key elements, and perform the necessary calculations to arrive at the correct answer\",\n",
+      "  \"score\": 50\n",
+      "}\n",
+      "\n",
+      "\n",
+      "* Given the previous optimization results, don't generate duplicate or similar prompt templates.\n",
+      "* Generate prompt template that achieves the best score, and succint and concise instructions.\n",
+      "\n",
+      "2 states will be transduced\n",
+      "2025-09-11T10:18:50.614190-0400 DEBUG transducer class: \n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 8e6c7cf4-982e-43b5-93aa-e418274c2c19                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[36m8e6c7cf4-982e-43b5-93aa-e418274c2c19\u001b[0m                                                                       \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 3598f4d7-108c-41a3-a858-11de81062a8d                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[36m3598f4d7-108c-41a3-a858-11de81062a8d\u001b[0m                                                                       \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
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+    {
+     "data": {
+      "text/html": [
+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Prompt optimizer.                                                                                       │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Your proposed prompt template will be used in the following way.                                         │\n",
+       "│  * You are \"role\" -- this role must be suitable for solving the demo task.                                      │\n",
+       "│  * Your personal goal is: \"goal\" -- the goal achieves the outputs given inputs.                                 │\n",
+       "│  * This is the expected criteria for your final answer \"expected_output\" -- this constrains the output format.  │\n",
+       "│  * You can add a short imperative instruction \"imperative\" -- this comes after the input of the task.           │\n",
+       "│                                                                                                                 │\n",
+       "│  [[Several demo tasks of input and outputs will be provided when you solve problem.]]                           │\n",
+       "│                                                                                                                 │\n",
+       "│  [[The previous optimized prompt templates with scores appear from the worst to the best.]]                     │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"role\": \"Mathematician\",                                                                                     │\n",
+       "│    \"goal\": \"Calculate the remaining distance to be covered on the last day of Jerome's bicycle trip to achieve  │\n",
+       "│  his goal\",                                                                                                     │\n",
+       "│    \"expected_output\": \"a numeric value representing the distance Jerome needs to ride on the 13th day\",         │\n",
+       "│    \"imperative\": \"Calculate the total distance covered in the first 12 days and subtract it from the total      │\n",
+       "│  trip distance to find the remaining distance for the 13th day\",                                                │\n",
+       "│    \"score\": 40                                                                                                  │\n",
+       "│  }                                                                                                              │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"role\": \"Mathematical Problem Solver\",                                                                       │\n",
+       "│    \"goal\": \"To calculate the correct numerical answer to the given mathematical problems\",                      │\n",
+       "│    \"expected_output\": \"A numerical value that solves the problem\",                                              │\n",
+       "│    \"imperative\": \"Read the problem carefully, identify the key elements, and perform the necessary              │\n",
+       "│  calculations to arrive at the correct answer\",                                                                 │\n",
+       "│    \"score\": 50                                                                                                  │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "│  * Given the previous optimization results, don't generate duplicate or similar prompt templates.               │\n",
+       "│  * Generate prompt template that achieves the best score, and succint and concise instructions.                 │\n",
+       "│   SOURCE:                                                                                                       │\n",
+       "│  {\"demo tasks\":[{'question': 'Trevor buys several bouquets of carnations. The first included 9 carnations; the  │\n",
+       "│  second included 14 carnations; the third included 13 carnations. What is the average number of carnations in   │\n",
+       "│  the bouquets?', 'numeric': '12'}]}                                                                             │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mPrompt optimizer.\u001b[0m                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mYour proposed prompt template will be used in the following way.\u001b[0m                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m* You are \"role\" -- this role must be suitable for solving the demo task.\u001b[0m                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m* Your personal goal is: \"goal\" -- the goal achieves the outputs given inputs.\u001b[0m                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m* This is the expected criteria for your final answer \"expected_output\" -- this constrains the output format.\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m* You can add a short imperative instruction \"imperative\" -- this comes after the input of the task.\u001b[0m           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m[[Several demo tasks of input and outputs will be provided when you solve problem.]]\u001b[0m                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m[[The previous optimized prompt templates with scores appear from the worst to the best.]]\u001b[0m                     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m  \"role\": \"Mathematician\",\u001b[0m                                                                                     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m  \"goal\": \"Calculate the remaining distance to be covered on the last day of Jerome's bicycle trip to achieve\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mhis goal\",\u001b[0m                                                                                                     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m  \"expected_output\": \"a numeric value representing the distance Jerome needs to ride on the 13th day\",\u001b[0m         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m  \"imperative\": \"Calculate the total distance covered in the first 12 days and subtract it from the total \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mtrip distance to find the remaining distance for the 13th day\",\u001b[0m                                                \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m  \"score\": 40\u001b[0m                                                                                                  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m  \"role\": \"Mathematical Problem Solver\",\u001b[0m                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m  \"goal\": \"To calculate the correct numerical answer to the given mathematical problems\",\u001b[0m                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m  \"expected_output\": \"A numerical value that solves the problem\",\u001b[0m                                              \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m  \"imperative\": \"Read the problem carefully, identify the key elements, and perform the necessary \u001b[0m             \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mcalculations to arrive at the correct answer\",\u001b[0m                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m  \"score\": 50\u001b[0m                                                                                                  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m* Given the previous optimization results, don't generate duplicate or similar prompt templates.\u001b[0m               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m* Generate prompt template that achieves the best score, and succint and concise instructions.\u001b[0m                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m SOURCE:\u001b[0m                                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m{\"demo tasks\":[{'question': 'Trevor buys several bouquets of carnations. The first included 9 carnations; the\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msecond included 14 carnations; the third included 13 carnations. What is the average number of carnations in \u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mthe bouquets?', 'numeric': '12'}]}\u001b[0m                                                                             \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
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+     "output_type": "display_data"
+    },
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Prompt optimizer.                                                                                       │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Your proposed prompt template will be used in the following way.                                         │\n",
+       "│  * You are \"role\" -- this role must be suitable for solving the demo task.                                      │\n",
+       "│  * Your personal goal is: \"goal\" -- the goal achieves the outputs given inputs.                                 │\n",
+       "│  * This is the expected criteria for your final answer \"expected_output\" -- this constrains the output format.  │\n",
+       "│  * You can add a short imperative instruction \"imperative\" -- this comes after the input of the task.           │\n",
+       "│                                                                                                                 │\n",
+       "│  [[Several demo tasks of input and outputs will be provided when you solve problem.]]                           │\n",
+       "│                                                                                                                 │\n",
+       "│  [[The previous optimized prompt templates with scores appear from the worst to the best.]]                     │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"role\": \"Mathematician\",                                                                                     │\n",
+       "│    \"goal\": \"Calculate the remaining distance to be covered on the last day of Jerome's bicycle trip to achieve  │\n",
+       "│  his goal\",                                                                                                     │\n",
+       "│    \"expected_output\": \"a numeric value representing the distance Jerome needs to ride on the 13th day\",         │\n",
+       "│    \"imperative\": \"Calculate the total distance covered in the first 12 days and subtract it from the total      │\n",
+       "│  trip distance to find the remaining distance for the 13th day\",                                                │\n",
+       "│    \"score\": 40                                                                                                  │\n",
+       "│  }                                                                                                              │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"role\": \"Mathematical Problem Solver\",                                                                       │\n",
+       "│    \"goal\": \"To calculate the correct numerical answer to the given mathematical problems\",                      │\n",
+       "│    \"expected_output\": \"A numerical value that solves the problem\",                                              │\n",
+       "│    \"imperative\": \"Read the problem carefully, identify the key elements, and perform the necessary              │\n",
+       "│  calculations to arrive at the correct answer\",                                                                 │\n",
+       "│    \"score\": 50                                                                                                  │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "│  * Given the previous optimization results, don't generate duplicate or similar prompt templates.               │\n",
+       "│  * Generate prompt template that achieves the best score, and succint and concise instructions.                 │\n",
+       "│   SOURCE:                                                                                                       │\n",
+       "│  {\"demo tasks\":[{'question': 'Marvin and Tina were selling candy bars to help fund their class trip.  The       │\n",
+       "│  candy bars cost $2 each.  Marvin sold 35 candy bars total.  Tina sold three times the number of candy bars as  │\n",
+       "│  Marvin.  How much more money did Tina make for the class trip selling candy bars compared to Marvin?',         │\n",
+       "│  'numeric': '140'}, {'question': 'John has five more roommates than twice as many as Bob. If Bob has 10         │\n",
+       "│  roommates, how many roommates does John have?', 'numeric': '25'}, {'question': 'Nellie can eat 12 sourball     │\n",
+       "│  candies before crying. Jacob can only manage half of that number of candies, and Lana can only do three fewer  │\n",
+       "│  than Jacob. They had a bucket of 30 candies, and all of them ate until they cried. If they divide the          │\n",
+       "│  remaining candies in the bucket equally, how many sourball candies will they each get?', 'numeric': '3'},      │\n",
+       "│  {'question': 'Carolyn practices the piano for 20 minutes a day and the violin for three times as long. If she  │\n",
+       "│  practice six days a week, how many minutes does she spend practicing in a month with four weeks?', 'numeric':  │\n",
+       "│  '1920'}, {'question': 'Artemis is making tea for a party. She knows her mom drinks an 8-ounce cup of tea and   │\n",
+       "│  uses one ounce of tea. She will use this same ratio for the party. The party has 12 people there and each of   │\n",
+       "│  them wants a 6-ounce cup of tea. How many ounces of tea does she need?', 'numeric': '9'}]}                     │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mPrompt optimizer.\u001b[0m                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mYour proposed prompt template will be used in the following way.\u001b[0m                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m* You are \"role\" -- this role must be suitable for solving the demo task.\u001b[0m                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m* Your personal goal is: \"goal\" -- the goal achieves the outputs given inputs.\u001b[0m                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m* This is the expected criteria for your final answer \"expected_output\" -- this constrains the output format.\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m* You can add a short imperative instruction \"imperative\" -- this comes after the input of the task.\u001b[0m           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m[[Several demo tasks of input and outputs will be provided when you solve problem.]]\u001b[0m                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m[[The previous optimized prompt templates with scores appear from the worst to the best.]]\u001b[0m                     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m  \"role\": \"Mathematician\",\u001b[0m                                                                                     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m  \"goal\": \"Calculate the remaining distance to be covered on the last day of Jerome's bicycle trip to achieve\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mhis goal\",\u001b[0m                                                                                                     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m  \"expected_output\": \"a numeric value representing the distance Jerome needs to ride on the 13th day\",\u001b[0m         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m  \"imperative\": \"Calculate the total distance covered in the first 12 days and subtract it from the total \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mtrip distance to find the remaining distance for the 13th day\",\u001b[0m                                                \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m  \"score\": 40\u001b[0m                                                                                                  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m  \"role\": \"Mathematical Problem Solver\",\u001b[0m                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m  \"goal\": \"To calculate the correct numerical answer to the given mathematical problems\",\u001b[0m                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m  \"expected_output\": \"A numerical value that solves the problem\",\u001b[0m                                              \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m  \"imperative\": \"Read the problem carefully, identify the key elements, and perform the necessary \u001b[0m             \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mcalculations to arrive at the correct answer\",\u001b[0m                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m  \"score\": 50\u001b[0m                                                                                                  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m* Given the previous optimization results, don't generate duplicate or similar prompt templates.\u001b[0m               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m* Generate prompt template that achieves the best score, and succint and concise instructions.\u001b[0m                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m SOURCE:\u001b[0m                                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m{\"demo tasks\":[{'question': 'Marvin and Tina were selling candy bars to help fund their class trip.  The \u001b[0m      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mcandy bars cost $2 each.  Marvin sold 35 candy bars total.  Tina sold three times the number of candy bars as\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mMarvin.  How much more money did Tina make for the class trip selling candy bars compared to Marvin?', \u001b[0m        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m'numeric': '140'}, {'question': 'John has five more roommates than twice as many as Bob. If Bob has 10 \u001b[0m        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mroommates, how many roommates does John have?', 'numeric': '25'}, {'question': 'Nellie can eat 12 sourball \u001b[0m    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mcandies before crying. Jacob can only manage half of that number of candies, and Lana can only do three fewer\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mthan Jacob. They had a bucket of 30 candies, and all of them ate until they cried. If they divide the \u001b[0m         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mremaining candies in the bucket equally, how many sourball candies will they each get?', 'numeric': '3'}, \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m{'question': 'Carolyn practices the piano for 20 minutes a day and the violin for three times as long. If she\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mpractice six days a week, how many minutes does she spend practicing in a month with four weeks?', 'numeric':\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m'1920'}, {'question': 'Artemis is making tea for a party. She knows her mom drinks an 8-ounce cup of tea and \u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92muses one ounce of tea. She will use this same ratio for the party. The party has 12 people there and each of \u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mthem wants a 6-ounce cup of tea. How many ounces of tea does she need?', 'numeric': '9'}]}\u001b[0m                     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
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+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Prompt optimizer.                                                                                       │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"role\": \"Data Analyst\",                                                                                      │\n",
+       "│    \"goal\": \"To calculate the average value of a given set of numbers\",                                          │\n",
+       "│    \"expected_output\": \"a numeric value representing the average\",                                               │\n",
+       "│    \"imperative\": \"Add up all the numbers in the set and divide by the total count of numbers to find the        │\n",
+       "│  average\"                                                                                                       │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mPrompt optimizer.\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"role\": \"Data Analyst\",\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"goal\": \"To calculate the average value of a given set of numbers\",\u001b[0m                                          \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"expected_output\": \"a numeric value representing the average\",\u001b[0m                                               \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"imperative\": \"Add up all the numbers in the set and divide by the total count of numbers to find the \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92maverage\"\u001b[0m                                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 8f4b3214-c245-4a7a-bc97-6db24efa8b24                                                                     │\n",
+       "│  Agent: Prompt optimizer.                                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m8f4b3214-c245-4a7a-bc97-6db24efa8b24\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mPrompt optimizer.\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 8e6c7cf4-982e-43b5-93aa-e418274c2c19                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"role\": \"Data Analyst\",                                                                                      │\n",
+       "│    \"goal\": \"To calculate the average value of a given set of numbers\",                                          │\n",
+       "│    \"expected_output\": \"a numeric value representing the average\",                                               │\n",
+       "│    \"imperative\": \"Add up all the numbers in the set and divide by the total count of numbers to find the        │\n",
+       "│  average\"                                                                                                       │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
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+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"role\": \"Data Analyst\",\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"goal\": \"To calculate the average value of a given set of numbers\",\u001b[0m                                          \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"expected_output\": \"a numeric value representing the average\",\u001b[0m                                               \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"imperative\": \"Add up all the numbers in the set and divide by the total count of numbers to find the \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37maverage\"\u001b[0m                                                                                                       \u001b[32m│\u001b[0m\n",
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+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
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╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Prompt optimizer.                                                                                       │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"role\": \"Math Problem Specialist\",                                                                           │\n",
+       "│    \"goal\": \"To accurately calculate the numerical answer to the given mathematical problem\",                    │\n",
+       "│    \"expected_output\": \"A precise numerical value that solves the problem\",                                      │\n",
+       "│    \"imperative\": \"Read the problem statement carefully, identify the key mathematical elements, and apply the   │\n",
+       "│  relevant mathematical operations to arrive at the correct numerical answer\"                                    │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mPrompt optimizer.\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"role\": \"Math Problem Specialist\",\u001b[0m                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"goal\": \"To accurately calculate the numerical answer to the given mathematical problem\",\u001b[0m                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"expected_output\": \"A precise numerical value that solves the problem\",\u001b[0m                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"imperative\": \"Read the problem statement carefully, identify the key mathematical elements, and apply the \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mrelevant mathematical operations to arrive at the correct numerical answer\"\u001b[0m                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
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╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 29e0f890-e54b-4bba-91b5-6e04502e212f                                                                     │\n",
+       "│  Agent: Prompt optimizer.                                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m29e0f890-e54b-4bba-91b5-6e04502e212f\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mPrompt optimizer.\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
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╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 3598f4d7-108c-41a3-a858-11de81062a8d                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"role\": \"Math Problem Specialist\",                                                                           │\n",
+       "│    \"goal\": \"To accurately calculate the numerical answer to the given mathematical problem\",                    │\n",
+       "│    \"expected_output\": \"A precise numerical value that solves the problem\",                                      │\n",
+       "│    \"imperative\": \"Read the problem statement carefully, identify the key mathematical elements, and apply the   │\n",
+       "│  relevant mathematical operations to arrive at the correct numerical answer\"                                    │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m3598f4d7-108c-41a3-a858-11de81062a8d\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"role\": \"Math Problem Specialist\",\u001b[0m                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"goal\": \"To accurately calculate the numerical answer to the given mathematical problem\",\u001b[0m                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"expected_output\": \"A precise numerical value that solves the problem\",\u001b[0m                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"imperative\": \"Read the problem statement carefully, identify the key mathematical elements, and apply the \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mrelevant mathematical operations to arrive at the correct numerical answer\"\u001b[0m                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:18:53.382095-0400 DEBUG Processed 2 states in 2.766263484954834 seconds\n",
+      "2025-09-11T10:18:53.383393-0400 DEBUG 2 states processed in 1.383131742477417 seconds average per state ...\n",
+      "2025-09-11T10:18:53.384892-0400 INFO #### 3. evalaute transduced 2 prompts\n",
+      "2025-09-11T10:18:53.411898-0400 DEBUG Executing task: Generate an object of the specified type from the following input.\n",
+      "20 states will be transduced\n",
+      "2025-09-11T10:18:53.419908-0400 DEBUG transducer class: \n"
+     ]
+    },
+    {
+     "data": {
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+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 0310fbb8-f72d-45e5-a5ac-4410010a00f6                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
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╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 57d4b8d3-ad1e-4373-8cb8-9c08861799a7                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
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╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Math Problem Specialist.                                                                               │\n",
+       "│  Your personal goal is: To accurately calculate the numerical answer to the given mathematical problem.         │\n",
+       "│  This is the expected criteria for your final answer: A precise numerical value that solves the problem.        │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Frankie and Carla played 30 games of ping pong against each other.  Frankie won half as many games as did      │\n",
+       "│  Carla.  How many games did Carla win?                                                                          │\n",
+       "│                                                                                                                 │\n",
+       "│  Read the problem statement carefully, identify the key mathematical elements, and apply the relevant           │\n",
+       "│  mathematical operations to arrive at the correct numerical answer                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Math Problem Specialist.\u001b[0m                                                                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To accurately calculate the numerical answer to the given mathematical problem.\u001b[0m         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: A precise numerical value that solves the problem.\u001b[0m        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mFrankie and Carla played 30 games of ping pong against each other.  Frankie won half as many games as did \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mCarla.  How many games did Carla win?\u001b[0m                                                                          \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mRead the problem statement carefully, identify the key mathematical elements, and apply the relevant \u001b[0m          \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmathematical operations to arrive at the correct numerical answer\u001b[0m                                              \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Math Problem Specialist.                                                                               │\n",
+       "│  Your personal goal is: To accurately calculate the numerical answer to the given mathematical problem.         │\n",
+       "│  This is the expected criteria for your final answer: A precise numerical value that solves the problem.        │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Ken had fifty pencils, and he wanted to share some of them with his two friends, Manny and Nilo. Ken gave ten  │\n",
+       "│  pencils to Manny and ten more pencils to Nilo than he gave to Manny. He kept the rest of the pencils. How      │\n",
+       "│  many pencils did Ken keep?                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│  Read the problem statement carefully, identify the key mathematical elements, and apply the relevant           │\n",
+       "│  mathematical operations to arrive at the correct numerical answer                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Math Problem Specialist.\u001b[0m                                                                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To accurately calculate the numerical answer to the given mathematical problem.\u001b[0m         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: A precise numerical value that solves the problem.\u001b[0m        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mKen had fifty pencils, and he wanted to share some of them with his two friends, Manny and Nilo. Ken gave ten\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mpencils to Manny and ten more pencils to Nilo than he gave to Manny. He kept the rest of the pencils. How \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmany pencils did Ken keep?\u001b[0m                                                                                     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mRead the problem statement carefully, identify the key mathematical elements, and apply the relevant \u001b[0m          \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmathematical operations to arrive at the correct numerical answer\u001b[0m                                              \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find out how many pencils Ken kept, we first need to determine how many pencils he     │\n",
+       "│  gave away. Ken gave 10 pencils to Manny. He gave 10 more pencils to Nilo than he gave to Manny, which means    │\n",
+       "│  Nilo received 10 + 10 = 20 pencils. So, in total, Ken gave away 10 + 20 = 30 pencils. Since Ken started with   │\n",
+       "│  50 pencils, we subtract the number of pencils he gave away from his initial amount to find out how many he     │\n",
+       "│  kept: 50 - 30 = 20.\",                                                                                          │\n",
+       "│    \"response_answer\": \"20\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find out how many pencils Ken kept, we first need to determine how many pencils he \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mgave away. Ken gave 10 pencils to Manny. He gave 10 more pencils to Nilo than he gave to Manny, which means \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mNilo received 10 + 10 = 20 pencils. So, in total, Ken gave away 10 + 20 = 30 pencils. Since Ken started with \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m50 pencils, we subtract the number of pencils he gave away from his initial amount to find out how many he \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mkept: 50 - 30 = 20.\",\u001b[0m                                                                                          \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"20\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 21532e1b-6bc3-4c11-8832-19f535dd2edb                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m21532e1b-6bc3-4c11-8832-19f535dd2edb\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 57d4b8d3-ad1e-4373-8cb8-9c08861799a7                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find out how many pencils Ken kept, we first need to determine how many pencils he     │\n",
+       "│  gave away. Ken gave 10 pencils to Manny. He gave 10 more pencils to Nilo than he gave to Manny, which means    │\n",
+       "│  Nilo received 10 + 10 = 20 pencils. So, in total, Ken gave away 10 + 20 = 30 pencils. Since Ken started with   │\n",
+       "│  50 pencils, we subtract the number of pencils he gave away from his initial amount to find out how many he     │\n",
+       "│  kept: 50 - 30 = 20.\",                                                                                          │\n",
+       "│    \"response_answer\": \"20\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m57d4b8d3-ad1e-4373-8cb8-9c08861799a7\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find out how many pencils Ken kept, we first need to determine how many pencils he \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mgave away. Ken gave 10 pencils to Manny. He gave 10 more pencils to Nilo than he gave to Manny, which means \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mNilo received 10 + 10 = 20 pencils. So, in total, Ken gave away 10 + 20 = 30 pencils. Since Ken started with \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m50 pencils, we subtract the number of pencils he gave away from his initial amount to find out how many he \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mkept: 50 - 30 = 20.\",\u001b[0m                                                                                          \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"20\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To solve this problem, we first need to identify the key mathematical elements. We know   │\n",
+       "│  that Frankie and Carla played 30 games in total. Let's denote the number of games Frankie won as F and the     │\n",
+       "│  number of games Carla won as C. We are given that Frankie won half as many games as Carla did, which can be    │\n",
+       "│  expressed as F = 0.5C. We also know that the total number of games won by both Frankie and Carla must equal    │\n",
+       "│  30, so F + C = 30. By substituting F = 0.5C into the equation F + C = 30, we get 0.5C + C = 30, which          │\n",
+       "│  simplifies to 1.5C = 30. Solving for C, we find C = 30 / 1.5 = 20.\",                                           │\n",
+       "│    \"response_answer\": \"Carla won 20 games.\"                                                                     │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To solve this problem, we first need to identify the key mathematical elements. We know \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mthat Frankie and Carla played 30 games in total. Let's denote the number of games Frankie won as F and the \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mnumber of games Carla won as C. We are given that Frankie won half as many games as Carla did, which can be \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mexpressed as F = 0.5C. We also know that the total number of games won by both Frankie and Carla must equal \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m30, so F + C = 30. By substituting F = 0.5C into the equation F + C = 30, we get 0.5C + C = 30, which \u001b[0m         \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92msimplifies to 1.5C = 30. Solving for C, we find C = 30 / 1.5 = 20.\",\u001b[0m                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"Carla won 20 games.\"\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
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+     "output_type": "display_data"
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+       "
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+       "
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+       "\n"
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+       "
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+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 76969d79-c38c-4072-87be-a477c0ebc408                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m76969d79-c38c-4072-87be-a477c0ebc408\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "\n"
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+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 0310fbb8-f72d-45e5-a5ac-4410010a00f6                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To solve this problem, we first need to identify the key mathematical elements. We know   │\n",
+       "│  that Frankie and Carla played 30 games in total. Let's denote the number of games Frankie won as F and the     │\n",
+       "│  number of games Carla won as C. We are given that Frankie won half as many games as Carla did, which can be    │\n",
+       "│  expressed as F = 0.5C. We also know that the total number of games won by both Frankie and Carla must equal    │\n",
+       "│  30, so F + C = 30. By substituting F = 0.5C into the equation F + C = 30, we get 0.5C + C = 30, which          │\n",
+       "│  simplifies to 1.5C = 30. Solving for C, we find C = 30 / 1.5 = 20.\",                                           │\n",
+       "│    \"response_answer\": \"Carla won 20 games.\"                                                                     │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m0310fbb8-f72d-45e5-a5ac-4410010a00f6\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To solve this problem, we first need to identify the key mathematical elements. We know \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mthat Frankie and Carla played 30 games in total. Let's denote the number of games Frankie won as F and the \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mnumber of games Carla won as C. We are given that Frankie won half as many games as Carla did, which can be \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mexpressed as F = 0.5C. We also know that the total number of games won by both Frankie and Carla must equal \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m30, so F + C = 30. By substituting F = 0.5C into the equation F + C = 30, we get 0.5C + C = 30, which \u001b[0m         \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37msimplifies to 1.5C = 30. Solving for C, we find C = 30 / 1.5 = 20.\",\u001b[0m                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"Carla won 20 games.\"\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
+     },
+     "metadata": {},
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+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:18:57.990443-0400 DEBUG Processed 2 states in 4.569369077682495 seconds\n",
+      "2025-09-11T10:18:57.991836-0400 DEBUG 2 states processed in 2.2846845388412476 seconds average per state ...\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: ae117094-3a0c-4bba-a54c-8b5db9746f53                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[36mae117094-3a0c-4bba-a54c-8b5db9746f53\u001b[0m                                                                       \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: feaef2a0-f342-45c9-876d-602e1252125a                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      "text/plain": [
+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[36mfeaef2a0-f342-45c9-876d-602e1252125a\u001b[0m                                                                       \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Math Problem Specialist.                                                                               │\n",
+       "│  Your personal goal is: To accurately calculate the numerical answer to the given mathematical problem.         │\n",
+       "│  This is the expected criteria for your final answer: A precise numerical value that solves the problem.        │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Martin is organizing a party, and he invited many of his colleagues. He invited 5 people from his hometown     │\n",
+       "│  and twice as many people from his school. Martin invited also as many people from his sports club as the sum   │\n",
+       "│  of people invited from his hometown and his school. The remaining invitations represent 20% of the total       │\n",
+       "│  previously mentioned. How many people can potentially come to the party Martin is organizing?                  │\n",
+       "│                                                                                                                 │\n",
+       "│  Read the problem statement carefully, identify the key mathematical elements, and apply the relevant           │\n",
+       "│  mathematical operations to arrive at the correct numerical answer                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Math Problem Specialist.\u001b[0m                                                                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To accurately calculate the numerical answer to the given mathematical problem.\u001b[0m         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: A precise numerical value that solves the problem.\u001b[0m        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mMartin is organizing a party, and he invited many of his colleagues. He invited 5 people from his hometown \u001b[0m    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mand twice as many people from his school. Martin invited also as many people from his sports club as the sum \u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mof people invited from his hometown and his school. The remaining invitations represent 20% of the total \u001b[0m      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mpreviously mentioned. How many people can potentially come to the party Martin is organizing?\u001b[0m                  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mRead the problem statement carefully, identify the key mathematical elements, and apply the relevant \u001b[0m          \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmathematical operations to arrive at the correct numerical answer\u001b[0m                                              \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Math Problem Specialist.                                                                               │\n",
+       "│  Your personal goal is: To accurately calculate the numerical answer to the given mathematical problem.         │\n",
+       "│  This is the expected criteria for your final answer: A precise numerical value that solves the problem.        │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  There were 18 students assigned in a minibus for a field trip. Eight of these students were boys. On the day   │\n",
+       "│  of the field trip, the number of girls and boys was the same since some of the girls were not able to join     │\n",
+       "│  the trip. How many girls were not able to join the field trip?                                                 │\n",
+       "│                                                                                                                 │\n",
+       "│  Read the problem statement carefully, identify the key mathematical elements, and apply the relevant           │\n",
+       "│  mathematical operations to arrive at the correct numerical answer                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Math Problem Specialist.\u001b[0m                                                                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To accurately calculate the numerical answer to the given mathematical problem.\u001b[0m         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: A precise numerical value that solves the problem.\u001b[0m        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThere were 18 students assigned in a minibus for a field trip. Eight of these students were boys. On the day \u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mof the field trip, the number of girls and boys was the same since some of the girls were not able to join \u001b[0m    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mthe trip. How many girls were not able to join the field trip?\u001b[0m                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mRead the problem statement carefully, identify the key mathematical elements, and apply the relevant \u001b[0m          \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmathematical operations to arrive at the correct numerical answer\u001b[0m                                              \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To solve this problem, we first need to identify the initial number of girls and boys.    │\n",
+       "│  We know there were 18 students in total and 8 of them were boys. So, the initial number of girls can be        │\n",
+       "│  calculated by subtracting the number of boys from the total number of students. initial_girls =                │\n",
+       "│  total_students - boys = 18 - 8 = 10. On the day of the field trip, the number of girls and boys was the same.  │\n",
+       "│  Since there were 8 boys, the number of girls who actually joined the trip must also have been 8 for them to    │\n",
+       "│  be equal. Therefore, the number of girls who were not able to join the trip can be found by subtracting the    │\n",
+       "│  number of girls who joined from the initial number of girls. girls_not_joined = initial_girls - girls_joined   │\n",
+       "│  = 10 - 8 = 2.\",                                                                                                │\n",
+       "│    \"response_answer\": \"2\"                                                                                       │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To solve this problem, we first need to identify the initial number of girls and boys. \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mWe know there were 18 students in total and 8 of them were boys. So, the initial number of girls can be \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mcalculated by subtracting the number of boys from the total number of students. initial_girls = \u001b[0m               \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mtotal_students - boys = 18 - 8 = 10. On the day of the field trip, the number of girls and boys was the same.\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mSince there were 8 boys, the number of girls who actually joined the trip must also have been 8 for them to \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mbe equal. Therefore, the number of girls who were not able to join the trip can be found by subtracting the \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mnumber of girls who joined from the initial number of girls. girls_not_joined = initial_girls - girls_joined \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m= 10 - 8 = 2.\",\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"2\"\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 935a86a3-9c6f-45b8-b55a-c3984b1ab9c9                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m935a86a3-9c6f-45b8-b55a-c3984b1ab9c9\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: feaef2a0-f342-45c9-876d-602e1252125a                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To solve this problem, we first need to identify the initial number of girls and boys.    │\n",
+       "│  We know there were 18 students in total and 8 of them were boys. So, the initial number of girls can be        │\n",
+       "│  calculated by subtracting the number of boys from the total number of students. initial_girls =                │\n",
+       "│  total_students - boys = 18 - 8 = 10. On the day of the field trip, the number of girls and boys was the same.  │\n",
+       "│  Since there were 8 boys, the number of girls who actually joined the trip must also have been 8 for them to    │\n",
+       "│  be equal. Therefore, the number of girls who were not able to join the trip can be found by subtracting the    │\n",
+       "│  number of girls who joined from the initial number of girls. girls_not_joined = initial_girls - girls_joined   │\n",
+       "│  = 10 - 8 = 2.\",                                                                                                │\n",
+       "│    \"response_answer\": \"2\"                                                                                       │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32mfeaef2a0-f342-45c9-876d-602e1252125a\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To solve this problem, we first need to identify the initial number of girls and boys. \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mWe know there were 18 students in total and 8 of them were boys. So, the initial number of girls can be \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mcalculated by subtracting the number of boys from the total number of students. initial_girls = \u001b[0m               \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mtotal_students - boys = 18 - 8 = 10. On the day of the field trip, the number of girls and boys was the same.\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mSince there were 8 boys, the number of girls who actually joined the trip must also have been 8 for them to \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mbe equal. Therefore, the number of girls who were not able to join the trip can be found by subtracting the \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mnumber of girls who joined from the initial number of girls. girls_not_joined = initial_girls - girls_joined \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m= 10 - 8 = 2.\",\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"2\"\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
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+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To solve this problem, we first need to calculate the number of people invited from       │\n",
+       "│  Martin's school, which is twice the number invited from his hometown. Then, we calculate the number of people  │\n",
+       "│  invited from his sports club, which is the sum of people invited from his hometown and school. After that, we  │\n",
+       "│  find the total number of people invited from these three sources and calculate 20% of this total to find the   │\n",
+       "│  number of remaining invitations. Finally, we add all these numbers together to find the total number of        │\n",
+       "│  people who can potentially come to the party.\",                                                                │\n",
+       "│    \"response_answer\": \"Let's break down the problem step by step:                                               │\n",
+       "│  1. Number of people invited from Martin's hometown = 5                                                         │\n",
+       "│  2. Number of people invited from Martin's school = 2 * 5 = 10                                                  │\n",
+       "│  3. Number of people invited from Martin's sports club = 5 + 10 = 15                                            │\n",
+       "│  4. Total number of people invited from hometown, school, and sports club = 5 + 10 + 15 = 30                    │\n",
+       "│  5. Remaining invitations = 20% of 30 = 0.20 * 30 = 6                                                           │\n",
+       "│  6. Total number of people who can potentially come to the party = 30 + 6 = 36                                  │\n",
+       "│  So, the total number of people who can potentially come to the party is 36.\"                                   │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To solve this problem, we first need to calculate the number of people invited from \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mMartin's school, which is twice the number invited from his hometown. Then, we calculate the number of people\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92minvited from his sports club, which is the sum of people invited from his hometown and school. After that, we\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mfind the total number of people invited from these three sources and calculate 20% of this total to find the \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mnumber of remaining invitations. Finally, we add all these numbers together to find the total number of \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mpeople who can potentially come to the party.\",\u001b[0m                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"Let's break down the problem step by step: \u001b[0m                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m1. Number of people invited from Martin's hometown = 5\u001b[0m                                                         \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m2. Number of people invited from Martin's school = 2 * 5 = 10\u001b[0m                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m3. Number of people invited from Martin's sports club = 5 + 10 = 15\u001b[0m                                            \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m4. Total number of people invited from hometown, school, and sports club = 5 + 10 + 15 = 30\u001b[0m                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m5. Remaining invitations = 20% of 30 = 0.20 * 30 = 6\u001b[0m                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m6. Total number of people who can potentially come to the party = 30 + 6 = 36\u001b[0m                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mSo, the total number of people who can potentially come to the party is 36.\"\u001b[0m                                   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
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+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+      "text/html": [
+       "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: d5f37d8c-a2a4-4660-938d-b9a74ab7fe77                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32md5f37d8c-a2a4-4660-938d-b9a74ab7fe77\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: ae117094-3a0c-4bba-a54c-8b5db9746f53                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To solve this problem, we first need to calculate the number of people invited from       │\n",
+       "│  Martin's school, which is twice the number invited from his hometown. Then, we calculate the number of people  │\n",
+       "│  invited from his sports club, which is the sum of people invited from his hometown and school. After that, we  │\n",
+       "│  find the total number of people invited from these three sources and calculate 20% of this total to find the   │\n",
+       "│  number of remaining invitations. Finally, we add all these numbers together to find the total number of        │\n",
+       "│  people who can potentially come to the party.\",                                                                │\n",
+       "│    \"response_answer\": \"Let's break down the problem step by step:                                               │\n",
+       "│  1. Number of people invited from Martin's hometown = 5                                                         │\n",
+       "│  2. Number of people invited from Martin's school = 2 * 5 = 10                                                  │\n",
+       "│  3. Number of people invited from Martin's sports club = 5 + 10 = 15                                            │\n",
+       "│  4. Total number of people invited from hometown, school, and sports club = 5 + 10 + 15 = 30                    │\n",
+       "│  5. Remaining invitations = 20% of 30 = 0.20 * 30 = 6                                                           │\n",
+       "│  6. Total number of people who can potentially come to the party = 30 + 6 = 36                                  │\n",
+       "│  So, the total number of people who can potentially come to the party is 36.\"                                   │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32mae117094-3a0c-4bba-a54c-8b5db9746f53\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To solve this problem, we first need to calculate the number of people invited from \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mMartin's school, which is twice the number invited from his hometown. Then, we calculate the number of people\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37minvited from his sports club, which is the sum of people invited from his hometown and school. After that, we\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mfind the total number of people invited from these three sources and calculate 20% of this total to find the \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mnumber of remaining invitations. Finally, we add all these numbers together to find the total number of \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mpeople who can potentially come to the party.\",\u001b[0m                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"Let's break down the problem step by step: \u001b[0m                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m1. Number of people invited from Martin's hometown = 5\u001b[0m                                                         \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m2. Number of people invited from Martin's school = 2 * 5 = 10\u001b[0m                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m3. Number of people invited from Martin's sports club = 5 + 10 = 15\u001b[0m                                            \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m4. Total number of people invited from hometown, school, and sports club = 5 + 10 + 15 = 30\u001b[0m                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m5. Remaining invitations = 20% of 30 = 0.20 * 30 = 6\u001b[0m                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m6. Total number of people who can potentially come to the party = 30 + 6 = 36\u001b[0m                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mSo, the total number of people who can potentially come to the party is 36.\"\u001b[0m                                   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:19:04.740154-0400 DEBUG Processed 2 states in 6.746839284896851 seconds\n",
+      "2025-09-11T10:19:04.741739-0400 DEBUG 4 states processed in 3.3734196424484253 seconds average per state ...\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 381c016f-d608-4d7c-a8b6-a870ae25888a                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[36m381c016f-d608-4d7c-a8b6-a870ae25888a\u001b[0m                                                                       \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
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╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: dc734796-82aa-4db7-be6c-53871c229711                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Math Problem Specialist.                                                                               │\n",
+       "│  Your personal goal is: To accurately calculate the numerical answer to the given mathematical problem.         │\n",
+       "│  This is the expected criteria for your final answer: A precise numerical value that solves the problem.        │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Mark buys a loaf of bread for $4.20 and some cheese for $2.05. He gives the cashier $7.00. If the cashier      │\n",
+       "│  only has 1 quarter and 1 dime in his till, plus a bunch of nickels, how many nickels does Mark get in his      │\n",
+       "│  change?                                                                                                        │\n",
+       "│                                                                                                                 │\n",
+       "│  Read the problem statement carefully, identify the key mathematical elements, and apply the relevant           │\n",
+       "│  mathematical operations to arrive at the correct numerical answer                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Math Problem Specialist.\u001b[0m                                                                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To accurately calculate the numerical answer to the given mathematical problem.\u001b[0m         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: A precise numerical value that solves the problem.\u001b[0m        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mMark buys a loaf of bread for $4.20 and some cheese for $2.05. He gives the cashier $7.00. If the cashier \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92monly has 1 quarter and 1 dime in his till, plus a bunch of nickels, how many nickels does Mark get in his \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mchange?\u001b[0m                                                                                                        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mRead the problem statement carefully, identify the key mathematical elements, and apply the relevant \u001b[0m          \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmathematical operations to arrive at the correct numerical answer\u001b[0m                                              \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Math Problem Specialist.                                                                               │\n",
+       "│  Your personal goal is: To accurately calculate the numerical answer to the given mathematical problem.         │\n",
+       "│  This is the expected criteria for your final answer: A precise numerical value that solves the problem.        │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Kantana loves chocolate. Every Saturday she goes to the candy store and buys 2 chocolates for herself and 1    │\n",
+       "│  for her sister. This last Saturday she picked up an additional 10 chocolates as a birthday gift for her        │\n",
+       "│  friend Charlie. How many chocolates did Kantana end up buying for the month?                                   │\n",
+       "│                                                                                                                 │\n",
+       "│  Read the problem statement carefully, identify the key mathematical elements, and apply the relevant           │\n",
+       "│  mathematical operations to arrive at the correct numerical answer                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Math Problem Specialist.\u001b[0m                                                                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To accurately calculate the numerical answer to the given mathematical problem.\u001b[0m         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: A precise numerical value that solves the problem.\u001b[0m        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mKantana loves chocolate. Every Saturday she goes to the candy store and buys 2 chocolates for herself and 1 \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mfor her sister. This last Saturday she picked up an additional 10 chocolates as a birthday gift for her \u001b[0m       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mfriend Charlie. How many chocolates did Kantana end up buying for the month?\u001b[0m                                   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mRead the problem statement carefully, identify the key mathematical elements, and apply the relevant \u001b[0m          \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmathematical operations to arrive at the correct numerical answer\u001b[0m                                              \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find the total number of chocolates Kantana bought for the month, we first need to     │\n",
+       "│  calculate how many chocolates she buys on a regular Saturday. She buys 2 chocolates for herself and 1 for her  │\n",
+       "│  sister, which totals 3 chocolates per Saturday. Since there are approximately 4 Saturdays in a month, she      │\n",
+       "│  would buy 3 * 4 = 12 chocolates for herself and her sister in a month. Additionally, she bought 10 extra       │\n",
+       "│  chocolates as a birthday gift for Charlie. So, the total number of chocolates she bought for the month is 12   │\n",
+       "│  (regular Saturdays) + 10 (for Charlie) = 22 chocolates.\",                                                      │\n",
+       "│    \"response_answer\": \"22\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find the total number of chocolates Kantana bought for the month, we first need to \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mcalculate how many chocolates she buys on a regular Saturday. She buys 2 chocolates for herself and 1 for her\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92msister, which totals 3 chocolates per Saturday. Since there are approximately 4 Saturdays in a month, she \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mwould buy 3 * 4 = 12 chocolates for herself and her sister in a month. Additionally, she bought 10 extra \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mchocolates as a birthday gift for Charlie. So, the total number of chocolates she bought for the month is 12 \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m(regular Saturdays) + 10 (for Charlie) = 22 chocolates.\",\u001b[0m                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"22\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 5111bc4e-54b7-483f-bf08-48a8be1a2ac7                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m5111bc4e-54b7-483f-bf08-48a8be1a2ac7\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+    },
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+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
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+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: dc734796-82aa-4db7-be6c-53871c229711                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find the total number of chocolates Kantana bought for the month, we first need to     │\n",
+       "│  calculate how many chocolates she buys on a regular Saturday. She buys 2 chocolates for herself and 1 for her  │\n",
+       "│  sister, which totals 3 chocolates per Saturday. Since there are approximately 4 Saturdays in a month, she      │\n",
+       "│  would buy 3 * 4 = 12 chocolates for herself and her sister in a month. Additionally, she bought 10 extra       │\n",
+       "│  chocolates as a birthday gift for Charlie. So, the total number of chocolates she bought for the month is 12   │\n",
+       "│  (regular Saturdays) + 10 (for Charlie) = 22 chocolates.\",                                                      │\n",
+       "│    \"response_answer\": \"22\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32mdc734796-82aa-4db7-be6c-53871c229711\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find the total number of chocolates Kantana bought for the month, we first need to \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mcalculate how many chocolates she buys on a regular Saturday. She buys 2 chocolates for herself and 1 for her\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37msister, which totals 3 chocolates per Saturday. Since there are approximately 4 Saturdays in a month, she \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mwould buy 3 * 4 = 12 chocolates for herself and her sister in a month. Additionally, she bought 10 extra \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mchocolates as a birthday gift for Charlie. So, the total number of chocolates she bought for the month is 12 \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m(regular Saturdays) + 10 (for Charlie) = 22 chocolates.\",\u001b[0m                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"22\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find out how many nickels Mark gets in his change, first, we need to calculate the     │\n",
+       "│  total cost of the items he bought and then subtract this from the amount he paid. After that, we'll determine  │\n",
+       "│  the change he should receive. Given that the cashier only has a quarter, a dime, and a bunch of nickels, we    │\n",
+       "│  will calculate how much of the change can be covered by the quarter and the dime, and the remaining amount     │\n",
+       "│  will be covered by nickels.\",                                                                                  │\n",
+       "│    \"response_answer\": \"Mark buys a loaf of bread for $4.20 and some cheese for $2.05, so the total cost is      │\n",
+       "│  $4.20 + $2.05 = $6.25. He gives the cashier $7.00. The change he should get is $7.00 - $6.25 = $0.75. The      │\n",
+       "│  cashier has a quarter ($0.25) and a dime ($0.10), which adds up to $0.25 + $0.10 = $0.35. This means $0.75 -   │\n",
+       "│  $0.35 = $0.40 of the change must be given in nickels. Since a nickel is worth $0.05, the number of nickels     │\n",
+       "│  Mark gets is $0.40 / $0.05 = 8.\"                                                                               │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find out how many nickels Mark gets in his change, first, we need to calculate the \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mtotal cost of the items he bought and then subtract this from the amount he paid. After that, we'll determine\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mthe change he should receive. Given that the cashier only has a quarter, a dime, and a bunch of nickels, we \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mwill calculate how much of the change can be covered by the quarter and the dime, and the remaining amount \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mwill be covered by nickels.\",\u001b[0m                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"Mark buys a loaf of bread for $4.20 and some cheese for $2.05, so the total cost is \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m$4.20 + $2.05 = $6.25. He gives the cashier $7.00. The change he should get is $7.00 - $6.25 = $0.75. The \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mcashier has a quarter ($0.25) and a dime ($0.10), which adds up to $0.25 + $0.10 = $0.35. This means $0.75 - \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m$0.35 = $0.40 of the change must be given in nickels. Since a nickel is worth $0.05, the number of nickels \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mMark gets is $0.40 / $0.05 = 8.\"\u001b[0m                                                                               \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
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+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 996a6865-6145-459e-bac9-bc8dfb6ba9ed                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m996a6865-6145-459e-bac9-bc8dfb6ba9ed\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 381c016f-d608-4d7c-a8b6-a870ae25888a                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find out how many nickels Mark gets in his change, first, we need to calculate the     │\n",
+       "│  total cost of the items he bought and then subtract this from the amount he paid. After that, we'll determine  │\n",
+       "│  the change he should receive. Given that the cashier only has a quarter, a dime, and a bunch of nickels, we    │\n",
+       "│  will calculate how much of the change can be covered by the quarter and the dime, and the remaining amount     │\n",
+       "│  will be covered by nickels.\",                                                                                  │\n",
+       "│    \"response_answer\": \"Mark buys a loaf of bread for $4.20 and some cheese for $2.05, so the total cost is      │\n",
+       "│  $4.20 + $2.05 = $6.25. He gives the cashier $7.00. The change he should get is $7.00 - $6.25 = $0.75. The      │\n",
+       "│  cashier has a quarter ($0.25) and a dime ($0.10), which adds up to $0.25 + $0.10 = $0.35. This means $0.75 -   │\n",
+       "│  $0.35 = $0.40 of the change must be given in nickels. Since a nickel is worth $0.05, the number of nickels     │\n",
+       "│  Mark gets is $0.40 / $0.05 = 8.\"                                                                               │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m381c016f-d608-4d7c-a8b6-a870ae25888a\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find out how many nickels Mark gets in his change, first, we need to calculate the \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mtotal cost of the items he bought and then subtract this from the amount he paid. After that, we'll determine\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mthe change he should receive. Given that the cashier only has a quarter, a dime, and a bunch of nickels, we \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mwill calculate how much of the change can be covered by the quarter and the dime, and the remaining amount \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mwill be covered by nickels.\",\u001b[0m                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"Mark buys a loaf of bread for $4.20 and some cheese for $2.05, so the total cost is \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m$4.20 + $2.05 = $6.25. He gives the cashier $7.00. The change he should get is $7.00 - $6.25 = $0.75. The \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mcashier has a quarter ($0.25) and a dime ($0.10), which adds up to $0.25 + $0.10 = $0.35. This means $0.75 - \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m$0.35 = $0.40 of the change must be given in nickels. Since a nickel is worth $0.05, the number of nickels \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mMark gets is $0.40 / $0.05 = 8.\"\u001b[0m                                                                               \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n",
+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:19:11.573791-0400 DEBUG Processed 2 states in 6.830214500427246 seconds\n",
+      "2025-09-11T10:19:11.575010-0400 DEBUG 6 states processed in 3.415107250213623 seconds average per state ...\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 91514b33-9274-4339-8baa-d885b9ce6b58                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
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╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: f8b7c52e-da75-4ec1-b6d6-e590beea4656                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
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╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Math Problem Specialist.                                                                               │\n",
+       "│  Your personal goal is: To accurately calculate the numerical answer to the given mathematical problem.         │\n",
+       "│  This is the expected criteria for your final answer: A precise numerical value that solves the problem.        │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Leah earned $28 working odd jobs around the neighborhood. She spent a seventh of it on a milkshake and put     │\n",
+       "│  half of the rest in her savings account. She left the remaining money in her wallet. Her dog got ahold of her  │\n",
+       "│  wallet and shredded all the money inside but $1. How many dollars did Leah lose?                               │\n",
+       "│                                                                                                                 │\n",
+       "│  Read the problem statement carefully, identify the key mathematical elements, and apply the relevant           │\n",
+       "│  mathematical operations to arrive at the correct numerical answer                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Math Problem Specialist.\u001b[0m                                                                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To accurately calculate the numerical answer to the given mathematical problem.\u001b[0m         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: A precise numerical value that solves the problem.\u001b[0m        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mLeah earned $28 working odd jobs around the neighborhood. She spent a seventh of it on a milkshake and put \u001b[0m    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mhalf of the rest in her savings account. She left the remaining money in her wallet. Her dog got ahold of her\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mwallet and shredded all the money inside but $1. How many dollars did Leah lose?\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mRead the problem statement carefully, identify the key mathematical elements, and apply the relevant \u001b[0m          \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmathematical operations to arrive at the correct numerical answer\u001b[0m                                              \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Math Problem Specialist.                                                                               │\n",
+       "│  Your personal goal is: To accurately calculate the numerical answer to the given mathematical problem.         │\n",
+       "│  This is the expected criteria for your final answer: A precise numerical value that solves the problem.        │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Jar A has 28 marbles. Jar B has 12 more marbles than jar A. Jar C has twice as many marbles as jar B. How      │\n",
+       "│  many marbles are there altogether?                                                                             │\n",
+       "│                                                                                                                 │\n",
+       "│  Read the problem statement carefully, identify the key mathematical elements, and apply the relevant           │\n",
+       "│  mathematical operations to arrive at the correct numerical answer                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Math Problem Specialist.\u001b[0m                                                                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To accurately calculate the numerical answer to the given mathematical problem.\u001b[0m         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: A precise numerical value that solves the problem.\u001b[0m        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mJar A has 28 marbles. Jar B has 12 more marbles than jar A. Jar C has twice as many marbles as jar B. How \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmany marbles are there altogether?\u001b[0m                                                                             \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mRead the problem statement carefully, identify the key mathematical elements, and apply the relevant \u001b[0m          \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmathematical operations to arrive at the correct numerical answer\u001b[0m                                              \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find the total number of marbles, we first need to determine the number of marbles in  │\n",
+       "│  each jar. Jar A has 28 marbles. Jar B has 12 more marbles than Jar A, so Jar B has 28 + 12 = 40 marbles. Jar   │\n",
+       "│  C has twice as many marbles as Jar B, which means Jar C has 2 * 40 = 80 marbles. Now, to find the total        │\n",
+       "│  number of marbles, we add the marbles in Jar A, Jar B, and Jar C: 28 + 40 + 80 = 148 marbles.\",                │\n",
+       "│    \"response_answer\": \"148\"                                                                                     │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find the total number of marbles, we first need to determine the number of marbles in\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92meach jar. Jar A has 28 marbles. Jar B has 12 more marbles than Jar A, so Jar B has 28 + 12 = 40 marbles. Jar \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mC has twice as many marbles as Jar B, which means Jar C has 2 * 40 = 80 marbles. Now, to find the total \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mnumber of marbles, we add the marbles in Jar A, Jar B, and Jar C: 28 + 40 + 80 = 148 marbles.\",\u001b[0m                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"148\"\u001b[0m                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 13732dff-0004-4638-a7d8-19822969fdd6                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m13732dff-0004-4638-a7d8-19822969fdd6\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
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+       "\n"
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+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: f8b7c52e-da75-4ec1-b6d6-e590beea4656                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find the total number of marbles, we first need to determine the number of marbles in  │\n",
+       "│  each jar. Jar A has 28 marbles. Jar B has 12 more marbles than Jar A, so Jar B has 28 + 12 = 40 marbles. Jar   │\n",
+       "│  C has twice as many marbles as Jar B, which means Jar C has 2 * 40 = 80 marbles. Now, to find the total        │\n",
+       "│  number of marbles, we add the marbles in Jar A, Jar B, and Jar C: 28 + 40 + 80 = 148 marbles.\",                │\n",
+       "│    \"response_answer\": \"148\"                                                                                     │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32mf8b7c52e-da75-4ec1-b6d6-e590beea4656\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find the total number of marbles, we first need to determine the number of marbles in\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37meach jar. Jar A has 28 marbles. Jar B has 12 more marbles than Jar A, so Jar B has 28 + 12 = 40 marbles. Jar \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mC has twice as many marbles as Jar B, which means Jar C has 2 * 40 = 80 marbles. Now, to find the total \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mnumber of marbles, we add the marbles in Jar A, Jar B, and Jar C: 28 + 40 + 80 = 148 marbles.\",\u001b[0m                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"148\"\u001b[0m                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
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+      "text/html": [
+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find out how many dollars Leah lost, we first need to calculate how much she spent on  │\n",
+       "│  the milkshake, then determine how much she put into savings, and finally figure out how much was left in her   │\n",
+       "│  wallet before her dog shredded the money. Leah started with $28. She spent a seventh of it on a milkshake,     │\n",
+       "│  which is $28 / 7 = $4. After buying the milkshake, she had $28 - $4 = $24 left. She then put half of this      │\n",
+       "│  remaining amount into her savings account, which is $24 / 2 = $12. So, after putting money into savings, she   │\n",
+       "│  had $24 - $12 = $12 left in her wallet. Her dog shredded all but $1 of this money. Therefore, Leah lost $12 -  │\n",
+       "│  $1 = $11.\",                                                                                                    │\n",
+       "│    \"response_answer\": \"$11\"                                                                                     │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find out how many dollars Leah lost, we first need to calculate how much she spent on\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mthe milkshake, then determine how much she put into savings, and finally figure out how much was left in her \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mwallet before her dog shredded the money. Leah started with $28. She spent a seventh of it on a milkshake, \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mwhich is $28 / 7 = $4. After buying the milkshake, she had $28 - $4 = $24 left. She then put half of this \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mremaining amount into her savings account, which is $24 / 2 = $12. So, after putting money into savings, she \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mhad $24 - $12 = $12 left in her wallet. Her dog shredded all but $1 of this money. Therefore, Leah lost $12 -\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m$1 = $11.\",\u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"$11\"\u001b[0m                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+     "output_type": "display_data"
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+      "text/html": [
+       "
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+       "
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+       "\n"
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+       "
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+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: acc9ed73-7674-4fd9-a6a0-582c3fcdb68c                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32macc9ed73-7674-4fd9-a6a0-582c3fcdb68c\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+     "output_type": "display_data"
+    },
+    {
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+      "text/html": [
+       "
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+       "
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+      ],
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+       "\n"
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+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 91514b33-9274-4339-8baa-d885b9ce6b58                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find out how many dollars Leah lost, we first need to calculate how much she spent on  │\n",
+       "│  the milkshake, then determine how much she put into savings, and finally figure out how much was left in her   │\n",
+       "│  wallet before her dog shredded the money. Leah started with $28. She spent a seventh of it on a milkshake,     │\n",
+       "│  which is $28 / 7 = $4. After buying the milkshake, she had $28 - $4 = $24 left. She then put half of this      │\n",
+       "│  remaining amount into her savings account, which is $24 / 2 = $12. So, after putting money into savings, she   │\n",
+       "│  had $24 - $12 = $12 left in her wallet. Her dog shredded all but $1 of this money. Therefore, Leah lost $12 -  │\n",
+       "│  $1 = $11.\",                                                                                                    │\n",
+       "│    \"response_answer\": \"$11\"                                                                                     │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m91514b33-9274-4339-8baa-d885b9ce6b58\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find out how many dollars Leah lost, we first need to calculate how much she spent on\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mthe milkshake, then determine how much she put into savings, and finally figure out how much was left in her \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mwallet before her dog shredded the money. Leah started with $28. She spent a seventh of it on a milkshake, \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mwhich is $28 / 7 = $4. After buying the milkshake, she had $28 - $4 = $24 left. She then put half of this \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mremaining amount into her savings account, which is $24 / 2 = $12. So, after putting money into savings, she \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mhad $24 - $12 = $12 left in her wallet. Her dog shredded all but $1 of this money. Therefore, Leah lost $12 -\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m$1 = $11.\",\u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"$11\"\u001b[0m                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:19:16.231772-0400 DEBUG Processed 2 states in 4.655738830566406 seconds\n",
+      "2025-09-11T10:19:16.232974-0400 DEBUG 8 states processed in 2.327869415283203 seconds average per state ...\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 245ea41c-4fb5-47f9-a323-45a0093b26cb                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[36m245ea41c-4fb5-47f9-a323-45a0093b26cb\u001b[0m                                                                       \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
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+       "\n"
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╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: f0dd3042-ad5b-481d-8881-9a684247db58                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Math Problem Specialist.                                                                               │\n",
+       "│  Your personal goal is: To accurately calculate the numerical answer to the given mathematical problem.         │\n",
+       "│  This is the expected criteria for your final answer: A precise numerical value that solves the problem.        │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  A lot of people have been sick at Gary's workplace, so he's been working a lot of extra shifts to fill in for  │\n",
+       "│  people. As a result, he's earned some overtime (where every hour after 40 he earns 1.5 times his normal        │\n",
+       "│  wage.) His paycheck (before taxes are taken out) came out to $696. If Gary normally earns $12 per hour, how    │\n",
+       "│  many hours did he work that week?                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│  Read the problem statement carefully, identify the key mathematical elements, and apply the relevant           │\n",
+       "│  mathematical operations to arrive at the correct numerical answer                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Math Problem Specialist.\u001b[0m                                                                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To accurately calculate the numerical answer to the given mathematical problem.\u001b[0m         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: A precise numerical value that solves the problem.\u001b[0m        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mA lot of people have been sick at Gary's workplace, so he's been working a lot of extra shifts to fill in for\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mpeople. As a result, he's earned some overtime (where every hour after 40 he earns 1.5 times his normal \u001b[0m       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mwage.) His paycheck (before taxes are taken out) came out to $696. If Gary normally earns $12 per hour, how \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmany hours did he work that week?\u001b[0m                                                                              \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mRead the problem statement carefully, identify the key mathematical elements, and apply the relevant \u001b[0m          \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmathematical operations to arrive at the correct numerical answer\u001b[0m                                              \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Math Problem Specialist.                                                                               │\n",
+       "│  Your personal goal is: To accurately calculate the numerical answer to the given mathematical problem.         │\n",
+       "│  This is the expected criteria for your final answer: A precise numerical value that solves the problem.        │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Farmer Brown raises emus, large birds. His flock has a total of 60 heads and legs. How many emus are in his    │\n",
+       "│  flock?                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Read the problem statement carefully, identify the key mathematical elements, and apply the relevant           │\n",
+       "│  mathematical operations to arrive at the correct numerical answer                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Math Problem Specialist.\u001b[0m                                                                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To accurately calculate the numerical answer to the given mathematical problem.\u001b[0m         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: A precise numerical value that solves the problem.\u001b[0m        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mFarmer Brown raises emus, large birds. His flock has a total of 60 heads and legs. How many emus are in his \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mflock?\u001b[0m                                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mRead the problem statement carefully, identify the key mathematical elements, and apply the relevant \u001b[0m          \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmathematical operations to arrive at the correct numerical answer\u001b[0m                                              \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To solve this problem, we need to set up an equation based on the information given.      │\n",
+       "│  Each emu has 1 head and 2 legs, so the total number of heads and legs can be represented as 3 times the        │\n",
+       "│  number of emus. Let's denote the number of emus as E. The equation is then 3E = 60, where 3E represents the    │\n",
+       "│  total number of heads and legs.\",                                                                              │\n",
+       "│    \"response_answer\": \"To find the number of emus, we divide both sides of the equation by 3. So, E = 60 / 3 =  │\n",
+       "│  20. Therefore, there are 20 emus in Farmer Brown's flock.\"                                                     │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To solve this problem, we need to set up an equation based on the information given. \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mEach emu has 1 head and 2 legs, so the total number of heads and legs can be represented as 3 times the \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mnumber of emus. Let's denote the number of emus as E. The equation is then 3E = 60, where 3E represents the \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mtotal number of heads and legs.\",\u001b[0m                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"To find the number of emus, we divide both sides of the equation by 3. So, E = 60 / 3 =\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m20. Therefore, there are 20 emus in Farmer Brown's flock.\"\u001b[0m                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 768745f4-e9f4-4c3e-8037-cd021a089686                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m768745f4-e9f4-4c3e-8037-cd021a089686\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
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+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: f0dd3042-ad5b-481d-8881-9a684247db58                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To solve this problem, we need to set up an equation based on the information given.      │\n",
+       "│  Each emu has 1 head and 2 legs, so the total number of heads and legs can be represented as 3 times the        │\n",
+       "│  number of emus. Let's denote the number of emus as E. The equation is then 3E = 60, where 3E represents the    │\n",
+       "│  total number of heads and legs.\",                                                                              │\n",
+       "│    \"response_answer\": \"To find the number of emus, we divide both sides of the equation by 3. So, E = 60 / 3 =  │\n",
+       "│  20. Therefore, there are 20 emus in Farmer Brown's flock.\"                                                     │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32mf0dd3042-ad5b-481d-8881-9a684247db58\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To solve this problem, we need to set up an equation based on the information given. \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mEach emu has 1 head and 2 legs, so the total number of heads and legs can be represented as 3 times the \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mnumber of emus. Let's denote the number of emus as E. The equation is then 3E = 60, where 3E represents the \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mtotal number of heads and legs.\",\u001b[0m                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"To find the number of emus, we divide both sides of the equation by 3. So, E = 60 / 3 =\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m20. Therefore, there are 20 emus in Farmer Brown's flock.\"\u001b[0m                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
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+       "\n"
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+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To solve this problem, we first need to understand the components of Gary's paycheck. He  │\n",
+       "│  earns $12 per hour for the first 40 hours and 1.5 times that, which is $18 per hour, for every hour after 40.  │\n",
+       "│  Let's denote the total hours worked as 'h'. We can set up an equation based on this information to find 'h'.   │\n",
+       "│  The equation will be 12 * 40 + 18 * (h - 40) = 696, because he earns $12 for the first 40 hours and $18 for    │\n",
+       "│  every hour after that.\",                                                                                       │\n",
+       "│    \"response_answer\": \"Let's solve the equation step by step. First, calculate the earnings from the first 40   │\n",
+       "│  hours: 12 * 40 = 480. Then, we subtract this from the total paycheck to find the earnings from overtime: 696   │\n",
+       "│  - 480 = 216. Since Gary earns $18 per hour for overtime, we divide the overtime earnings by the overtime rate  │\n",
+       "│  to find the number of overtime hours: 216 / 18 = 12. This means Gary worked 12 hours of overtime. To find the  │\n",
+       "│  total hours worked, we add the overtime hours to the initial 40 hours: 40 + 12 = 52. Therefore, Gary worked a  │\n",
+       "│  total of 52 hours that week.\"                                                                                  │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To solve this problem, we first need to understand the components of Gary's paycheck. He\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mearns $12 per hour for the first 40 hours and 1.5 times that, which is $18 per hour, for every hour after 40.\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mLet's denote the total hours worked as 'h'. We can set up an equation based on this information to find 'h'. \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mThe equation will be 12 * 40 + 18 * (h - 40) = 696, because he earns $12 for the first 40 hours and $18 for \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mevery hour after that.\",\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"Let's solve the equation step by step. First, calculate the earnings from the first 40 \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mhours: 12 * 40 = 480. Then, we subtract this from the total paycheck to find the earnings from overtime: 696 \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m- 480 = 216. Since Gary earns $18 per hour for overtime, we divide the overtime earnings by the overtime rate\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mto find the number of overtime hours: 216 / 18 = 12. This means Gary worked 12 hours of overtime. To find the\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mtotal hours worked, we add the overtime hours to the initial 40 hours: 40 + 12 = 52. Therefore, Gary worked a\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mtotal of 52 hours that week.\"\u001b[0m                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
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+       "\n"
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+    },
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+      "text/html": [
+       "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 4ee8ecc3-d768-4fb6-82d8-702509fe7bcf                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m4ee8ecc3-d768-4fb6-82d8-702509fe7bcf\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
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+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 245ea41c-4fb5-47f9-a323-45a0093b26cb                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To solve this problem, we first need to understand the components of Gary's paycheck. He  │\n",
+       "│  earns $12 per hour for the first 40 hours and 1.5 times that, which is $18 per hour, for every hour after 40.  │\n",
+       "│  Let's denote the total hours worked as 'h'. We can set up an equation based on this information to find 'h'.   │\n",
+       "│  The equation will be 12 * 40 + 18 * (h - 40) = 696, because he earns $12 for the first 40 hours and $18 for    │\n",
+       "│  every hour after that.\",                                                                                       │\n",
+       "│    \"response_answer\": \"Let's solve the equation step by step. First, calculate the earnings from the first 40   │\n",
+       "│  hours: 12 * 40 = 480. Then, we subtract this from the total paycheck to find the earnings from overtime: 696   │\n",
+       "│  - 480 = 216. Since Gary earns $18 per hour for overtime, we divide the overtime earnings by the overtime rate  │\n",
+       "│  to find the number of overtime hours: 216 / 18 = 12. This means Gary worked 12 hours of overtime. To find the  │\n",
+       "│  total hours worked, we add the overtime hours to the initial 40 hours: 40 + 12 = 52. Therefore, Gary worked a  │\n",
+       "│  total of 52 hours that week.\"                                                                                  │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m245ea41c-4fb5-47f9-a323-45a0093b26cb\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To solve this problem, we first need to understand the components of Gary's paycheck. He\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mearns $12 per hour for the first 40 hours and 1.5 times that, which is $18 per hour, for every hour after 40.\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mLet's denote the total hours worked as 'h'. We can set up an equation based on this information to find 'h'. \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mThe equation will be 12 * 40 + 18 * (h - 40) = 696, because he earns $12 for the first 40 hours and $18 for \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mevery hour after that.\",\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"Let's solve the equation step by step. First, calculate the earnings from the first 40 \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mhours: 12 * 40 = 480. Then, we subtract this from the total paycheck to find the earnings from overtime: 696 \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m- 480 = 216. Since Gary earns $18 per hour for overtime, we divide the overtime earnings by the overtime rate\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mto find the number of overtime hours: 216 / 18 = 12. This means Gary worked 12 hours of overtime. To find the\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mtotal hours worked, we add the overtime hours to the initial 40 hours: 40 + 12 = 52. Therefore, Gary worked a\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mtotal of 52 hours that week.\"\u001b[0m                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:19:22.320448-0400 DEBUG Processed 2 states in 6.086440563201904 seconds\n",
+      "2025-09-11T10:19:22.322066-0400 DEBUG 10 states processed in 3.043220281600952 seconds average per state ...\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: f8a8212f-e3b3-472b-8dfb-54c694492e2c                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[36mf8a8212f-e3b3-472b-8dfb-54c694492e2c\u001b[0m                                                                       \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 7823c4e6-a225-4976-966c-89fa3d4399d9                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Data Analyst.                                                                                          │\n",
+       "│  Your personal goal is: To calculate the average value of a given set of numbers.                               │\n",
+       "│  This is the expected criteria for your final answer: a numeric value representing the average.                 │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Ken had fifty pencils, and he wanted to share some of them with his two friends, Manny and Nilo. Ken gave ten  │\n",
+       "│  pencils to Manny and ten more pencils to Nilo than he gave to Manny. He kept the rest of the pencils. How      │\n",
+       "│  many pencils did Ken keep?                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│  Add up all the numbers in the set and divide by the total count of numbers to find the average                 │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Data Analyst.\u001b[0m                                                                                          \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To calculate the average value of a given set of numbers.\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: a numeric value representing the average.\u001b[0m                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mKen had fifty pencils, and he wanted to share some of them with his two friends, Manny and Nilo. Ken gave ten\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mpencils to Manny and ten more pencils to Nilo than he gave to Manny. He kept the rest of the pencils. How \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmany pencils did Ken keep?\u001b[0m                                                                                     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mAdd up all the numbers in the set and divide by the total count of numbers to find the average\u001b[0m                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Data Analyst.                                                                                          │\n",
+       "│  Your personal goal is: To calculate the average value of a given set of numbers.                               │\n",
+       "│  This is the expected criteria for your final answer: a numeric value representing the average.                 │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Frankie and Carla played 30 games of ping pong against each other.  Frankie won half as many games as did      │\n",
+       "│  Carla.  How many games did Carla win?                                                                          │\n",
+       "│                                                                                                                 │\n",
+       "│  Add up all the numbers in the set and divide by the total count of numbers to find the average                 │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Data Analyst.\u001b[0m                                                                                          \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To calculate the average value of a given set of numbers.\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: a numeric value representing the average.\u001b[0m                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mFrankie and Carla played 30 games of ping pong against each other.  Frankie won half as many games as did \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mCarla.  How many games did Carla win?\u001b[0m                                                                          \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mAdd up all the numbers in the set and divide by the total count of numbers to find the average\u001b[0m                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find out how many pencils Ken kept, first, we need to determine how many pencils he    │\n",
+       "│  gave away. Ken gave 10 pencils to Manny. He gave 10 more pencils to Nilo than he gave to Manny, which means    │\n",
+       "│  Nilo received 10 + 10 = 20 pencils. So, in total, Ken gave away 10 + 20 = 30 pencils. Ken started with 50      │\n",
+       "│  pencils, so he kept 50 - 30 = 20 pencils. The set of numbers to find the average from is 50, 10, 10, 20, and   │\n",
+       "│  20. Adding these numbers up gives 50 + 10 + 10 + 20 + 20 = 110. There are 5 numbers in the set, so the         │\n",
+       "│  average is 110 / 5 = 22.\",                                                                                     │\n",
+       "│    \"response_answer\": \"The average of the given set of numbers is 22, and Ken kept 20 pencils.\"                 │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find out how many pencils Ken kept, first, we need to determine how many pencils he \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mgave away. Ken gave 10 pencils to Manny. He gave 10 more pencils to Nilo than he gave to Manny, which means \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mNilo received 10 + 10 = 20 pencils. So, in total, Ken gave away 10 + 20 = 30 pencils. Ken started with 50 \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mpencils, so he kept 50 - 30 = 20 pencils. The set of numbers to find the average from is 50, 10, 10, 20, and \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m20. Adding these numbers up gives 50 + 10 + 10 + 20 + 20 = 110. There are 5 numbers in the set, so the \u001b[0m        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92maverage is 110 / 5 = 22.\",\u001b[0m                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"The average of the given set of numbers is 22, and Ken kept 20 pencils.\"\u001b[0m                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 5f137d0a-d3f2-4949-9e21-fb63fdc4c47a                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m5f137d0a-d3f2-4949-9e21-fb63fdc4c47a\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: f8a8212f-e3b3-472b-8dfb-54c694492e2c                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find out how many pencils Ken kept, first, we need to determine how many pencils he    │\n",
+       "│  gave away. Ken gave 10 pencils to Manny. He gave 10 more pencils to Nilo than he gave to Manny, which means    │\n",
+       "│  Nilo received 10 + 10 = 20 pencils. So, in total, Ken gave away 10 + 20 = 30 pencils. Ken started with 50      │\n",
+       "│  pencils, so he kept 50 - 30 = 20 pencils. The set of numbers to find the average from is 50, 10, 10, 20, and   │\n",
+       "│  20. Adding these numbers up gives 50 + 10 + 10 + 20 + 20 = 110. There are 5 numbers in the set, so the         │\n",
+       "│  average is 110 / 5 = 22.\",                                                                                     │\n",
+       "│    \"response_answer\": \"The average of the given set of numbers is 22, and Ken kept 20 pencils.\"                 │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32mf8a8212f-e3b3-472b-8dfb-54c694492e2c\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find out how many pencils Ken kept, first, we need to determine how many pencils he \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mgave away. Ken gave 10 pencils to Manny. He gave 10 more pencils to Nilo than he gave to Manny, which means \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mNilo received 10 + 10 = 20 pencils. So, in total, Ken gave away 10 + 20 = 30 pencils. Ken started with 50 \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mpencils, so he kept 50 - 30 = 20 pencils. The set of numbers to find the average from is 50, 10, 10, 20, and \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m20. Adding these numbers up gives 50 + 10 + 10 + 20 + 20 = 110. There are 5 numbers in the set, so the \u001b[0m        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37maverage is 110 / 5 = 22.\",\u001b[0m                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"The average of the given set of numbers is 22, and Ken kept 20 pencils.\"\u001b[0m                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+    },
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+       "
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+       "\n"
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+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find the number of games Carla won, we first need to establish the relationship        │\n",
+       "│  between Frankie's and Carla's wins. Since Frankie won half as many games as Carla, we can denote Carla's wins  │\n",
+       "│  as C and Frankie's wins as F. We know that F = 0.5C. Given that they played 30 games in total, the sum of      │\n",
+       "│  their wins equals 30, so F + C = 30. Substituting F with 0.5C, we get 0.5C + C = 30, which simplifies to 1.5C  │\n",
+       "│  = 30. Solving for C, we find C = 30 / 1.5 = 20. Therefore, Carla won 20 games. To calculate the average value  │\n",
+       "│  as per the initial goal, we need a set of numbers, but since the task evolved into finding Carla's wins, the   │\n",
+       "│  average calculation based on the initial problem statement seems to be misaligned. However, following the      │\n",
+       "│  instruction to add up all numbers in the set (which in this context seems to be the total games won by both,   │\n",
+       "│  which is 30) and divide by the total count of numbers (which is 2, since we have two players), the average     │\n",
+       "│  would be 30 / 2 = 15. But this doesn't align with the final question asked. The question specifically asks     │\n",
+       "│  for the number of games Carla won, not an average. Thus, the correct answer to the posed question is Carla     │\n",
+       "│  won 20 games.\",                                                                                                │\n",
+       "│    \"response_answer\": \"20\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find the number of games Carla won, we first need to establish the relationship \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mbetween Frankie's and Carla's wins. Since Frankie won half as many games as Carla, we can denote Carla's wins\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mas C and Frankie's wins as F. We know that F = 0.5C. Given that they played 30 games in total, the sum of \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mtheir wins equals 30, so F + C = 30. Substituting F with 0.5C, we get 0.5C + C = 30, which simplifies to 1.5C\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m= 30. Solving for C, we find C = 30 / 1.5 = 20. Therefore, Carla won 20 games. To calculate the average value\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mas per the initial goal, we need a set of numbers, but since the task evolved into finding Carla's wins, the \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92maverage calculation based on the initial problem statement seems to be misaligned. However, following the \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92minstruction to add up all numbers in the set (which in this context seems to be the total games won by both, \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mwhich is 30) and divide by the total count of numbers (which is 2, since we have two players), the average \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mwould be 30 / 2 = 15. But this doesn't align with the final question asked. The question specifically asks \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mfor the number of games Carla won, not an average. Thus, the correct answer to the posed question is Carla \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mwon 20 games.\",\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"20\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 18027a29-bd13-4bc3-811f-63fa5f24fade                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m18027a29-bd13-4bc3-811f-63fa5f24fade\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
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+       "
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+      ],
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+       "\n"
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+    },
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+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 7823c4e6-a225-4976-966c-89fa3d4399d9                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find the number of games Carla won, we first need to establish the relationship        │\n",
+       "│  between Frankie's and Carla's wins. Since Frankie won half as many games as Carla, we can denote Carla's wins  │\n",
+       "│  as C and Frankie's wins as F. We know that F = 0.5C. Given that they played 30 games in total, the sum of      │\n",
+       "│  their wins equals 30, so F + C = 30. Substituting F with 0.5C, we get 0.5C + C = 30, which simplifies to 1.5C  │\n",
+       "│  = 30. Solving for C, we find C = 30 / 1.5 = 20. Therefore, Carla won 20 games. To calculate the average value  │\n",
+       "│  as per the initial goal, we need a set of numbers, but since the task evolved into finding Carla's wins, the   │\n",
+       "│  average calculation based on the initial problem statement seems to be misaligned. However, following the      │\n",
+       "│  instruction to add up all numbers in the set (which in this context seems to be the total games won by both,   │\n",
+       "│  which is 30) and divide by the total count of numbers (which is 2, since we have two players), the average     │\n",
+       "│  would be 30 / 2 = 15. But this doesn't align with the final question asked. The question specifically asks     │\n",
+       "│  for the number of games Carla won, not an average. Thus, the correct answer to the posed question is Carla     │\n",
+       "│  won 20 games.\",                                                                                                │\n",
+       "│    \"response_answer\": \"20\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m7823c4e6-a225-4976-966c-89fa3d4399d9\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find the number of games Carla won, we first need to establish the relationship \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mbetween Frankie's and Carla's wins. Since Frankie won half as many games as Carla, we can denote Carla's wins\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mas C and Frankie's wins as F. We know that F = 0.5C. Given that they played 30 games in total, the sum of \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mtheir wins equals 30, so F + C = 30. Substituting F with 0.5C, we get 0.5C + C = 30, which simplifies to 1.5C\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m= 30. Solving for C, we find C = 30 / 1.5 = 20. Therefore, Carla won 20 games. To calculate the average value\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mas per the initial goal, we need a set of numbers, but since the task evolved into finding Carla's wins, the \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37maverage calculation based on the initial problem statement seems to be misaligned. However, following the \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37minstruction to add up all numbers in the set (which in this context seems to be the total games won by both, \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mwhich is 30) and divide by the total count of numbers (which is 2, since we have two players), the average \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mwould be 30 / 2 = 15. But this doesn't align with the final question asked. The question specifically asks \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mfor the number of games Carla won, not an average. Thus, the correct answer to the posed question is Carla \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mwon 20 games.\",\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"20\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+    },
+    {
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+       "
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+       "
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+       "\n"
+      ]
+     },
+     "metadata": {},
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+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:19:31.776072-0400 DEBUG Processed 2 states in 9.452473402023315 seconds\n",
+      "2025-09-11T10:19:31.777235-0400 DEBUG 12 states processed in 4.726236701011658 seconds average per state ...\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: f0277281-4d1b-4496-be47-d2c94ae18ef5                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
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╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 63ffb635-aaa9-4f2b-b4ea-d66192840c14                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
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╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Data Analyst.                                                                                          │\n",
+       "│  Your personal goal is: To calculate the average value of a given set of numbers.                               │\n",
+       "│  This is the expected criteria for your final answer: a numeric value representing the average.                 │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Martin is organizing a party, and he invited many of his colleagues. He invited 5 people from his hometown     │\n",
+       "│  and twice as many people from his school. Martin invited also as many people from his sports club as the sum   │\n",
+       "│  of people invited from his hometown and his school. The remaining invitations represent 20% of the total       │\n",
+       "│  previously mentioned. How many people can potentially come to the party Martin is organizing?                  │\n",
+       "│                                                                                                                 │\n",
+       "│  Add up all the numbers in the set and divide by the total count of numbers to find the average                 │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
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+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Data Analyst.\u001b[0m                                                                                          \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To calculate the average value of a given set of numbers.\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: a numeric value representing the average.\u001b[0m                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mMartin is organizing a party, and he invited many of his colleagues. He invited 5 people from his hometown \u001b[0m    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mand twice as many people from his school. Martin invited also as many people from his sports club as the sum \u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mof people invited from his hometown and his school. The remaining invitations represent 20% of the total \u001b[0m      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mpreviously mentioned. How many people can potentially come to the party Martin is organizing?\u001b[0m                  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mAdd up all the numbers in the set and divide by the total count of numbers to find the average\u001b[0m                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
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╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Data Analyst.                                                                                          │\n",
+       "│  Your personal goal is: To calculate the average value of a given set of numbers.                               │\n",
+       "│  This is the expected criteria for your final answer: a numeric value representing the average.                 │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  There were 18 students assigned in a minibus for a field trip. Eight of these students were boys. On the day   │\n",
+       "│  of the field trip, the number of girls and boys was the same since some of the girls were not able to join     │\n",
+       "│  the trip. How many girls were not able to join the field trip?                                                 │\n",
+       "│                                                                                                                 │\n",
+       "│  Add up all the numbers in the set and divide by the total count of numbers to find the average                 │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Data Analyst.\u001b[0m                                                                                          \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To calculate the average value of a given set of numbers.\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: a numeric value representing the average.\u001b[0m                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThere were 18 students assigned in a minibus for a field trip. Eight of these students were boys. On the day \u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mof the field trip, the number of girls and boys was the same since some of the girls were not able to join \u001b[0m    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mthe trip. How many girls were not able to join the field trip?\u001b[0m                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mAdd up all the numbers in the set and divide by the total count of numbers to find the average\u001b[0m                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find the number of girls who were not able to join the field trip, we first need to    │\n",
+       "│  determine the original number of girls and then subtract the number of girls who actually went on the trip.    │\n",
+       "│  Originally, there were 18 students in total and 8 of them were boys. So, the original number of girls is 18 -  │\n",
+       "│  8 = 10. On the day of the trip, the number of boys and girls was the same, and since there were 8 boys, there  │\n",
+       "│  must have been 8 girls as well. Therefore, the number of girls who were not able to join the trip is 10 - 8 =  │\n",
+       "│  2.\",                                                                                                           │\n",
+       "│    \"response_answer\": \"2\"                                                                                       │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find the number of girls who were not able to join the field trip, we first need to \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mdetermine the original number of girls and then subtract the number of girls who actually went on the trip. \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mOriginally, there were 18 students in total and 8 of them were boys. So, the original number of girls is 18 -\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m8 = 10. On the day of the trip, the number of boys and girls was the same, and since there were 8 boys, there\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mmust have been 8 girls as well. Therefore, the number of girls who were not able to join the trip is 10 - 8 =\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m2.\",\u001b[0m                                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"2\"\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: f18c4dfe-8b97-435d-b3f8-42f65d9d314f                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
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+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mf18c4dfe-8b97-435d-b3f8-42f65d9d314f\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 63ffb635-aaa9-4f2b-b4ea-d66192840c14                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find the number of girls who were not able to join the field trip, we first need to    │\n",
+       "│  determine the original number of girls and then subtract the number of girls who actually went on the trip.    │\n",
+       "│  Originally, there were 18 students in total and 8 of them were boys. So, the original number of girls is 18 -  │\n",
+       "│  8 = 10. On the day of the trip, the number of boys and girls was the same, and since there were 8 boys, there  │\n",
+       "│  must have been 8 girls as well. Therefore, the number of girls who were not able to join the trip is 10 - 8 =  │\n",
+       "│  2.\",                                                                                                           │\n",
+       "│    \"response_answer\": \"2\"                                                                                       │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m63ffb635-aaa9-4f2b-b4ea-d66192840c14\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find the number of girls who were not able to join the field trip, we first need to \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mdetermine the original number of girls and then subtract the number of girls who actually went on the trip. \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mOriginally, there were 18 students in total and 8 of them were boys. So, the original number of girls is 18 -\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m8 = 10. On the day of the trip, the number of boys and girls was the same, and since there were 8 boys, there\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mmust have been 8 girls as well. Therefore, the number of girls who were not able to join the trip is 10 - 8 =\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m2.\",\u001b[0m                                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"2\"\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find the total number of people invited, first, calculate the number of people from    │\n",
+       "│  each group. Martin invited 5 people from his hometown. He invited twice as many people from his school, which  │\n",
+       "│  is 5 * 2 = 10 people. The number of people invited from his sports club is the sum of people invited from his  │\n",
+       "│  hometown and school, which is 5 + 10 = 15 people. The total number of people invited from these groups is 5 +  │\n",
+       "│  10 + 15 = 30 people. The remaining invitations represent 20% of this total, which is 0.20 * 30 = 6 people.     │\n",
+       "│  Therefore, the total number of people invited is 30 + 6 = 36 people. Since the task also mentions calculating  │\n",
+       "│  the average value of a given set of numbers and the set provided is the number of people from each group (5,   │\n",
+       "│  10, 15, and 6 for the remaining invitations), we add these numbers and divide by the count of numbers. The     │\n",
+       "│  sum is 5 + 10 + 15 + 6 = 36, and there are 4 numbers, so the average is 36 / 4 = 9.\",                          │\n",
+       "│    \"response_answer\": \"36\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find the total number of people invited, first, calculate the number of people from \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92meach group. Martin invited 5 people from his hometown. He invited twice as many people from his school, which\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mis 5 * 2 = 10 people. The number of people invited from his sports club is the sum of people invited from his\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mhometown and school, which is 5 + 10 = 15 people. The total number of people invited from these groups is 5 +\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m10 + 15 = 30 people. The remaining invitations represent 20% of this total, which is 0.20 * 30 = 6 people. \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mTherefore, the total number of people invited is 30 + 6 = 36 people. Since the task also mentions calculating\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mthe average value of a given set of numbers and the set provided is the number of people from each group (5, \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m10, 15, and 6 for the remaining invitations), we add these numbers and divide by the count of numbers. The \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92msum is 5 + 10 + 15 + 6 = 36, and there are 4 numbers, so the average is 36 / 4 = 9.\",\u001b[0m                          \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"36\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+     "output_type": "display_data"
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+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 4091b510-3855-4364-a2f3-2043f12f3810                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m4091b510-3855-4364-a2f3-2043f12f3810\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+    },
+    {
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+      "text/html": [
+       "
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+       "
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+      ],
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+       "\n"
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+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: f0277281-4d1b-4496-be47-d2c94ae18ef5                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find the total number of people invited, first, calculate the number of people from    │\n",
+       "│  each group. Martin invited 5 people from his hometown. He invited twice as many people from his school, which  │\n",
+       "│  is 5 * 2 = 10 people. The number of people invited from his sports club is the sum of people invited from his  │\n",
+       "│  hometown and school, which is 5 + 10 = 15 people. The total number of people invited from these groups is 5 +  │\n",
+       "│  10 + 15 = 30 people. The remaining invitations represent 20% of this total, which is 0.20 * 30 = 6 people.     │\n",
+       "│  Therefore, the total number of people invited is 30 + 6 = 36 people. Since the task also mentions calculating  │\n",
+       "│  the average value of a given set of numbers and the set provided is the number of people from each group (5,   │\n",
+       "│  10, 15, and 6 for the remaining invitations), we add these numbers and divide by the count of numbers. The     │\n",
+       "│  sum is 5 + 10 + 15 + 6 = 36, and there are 4 numbers, so the average is 36 / 4 = 9.\",                          │\n",
+       "│    \"response_answer\": \"36\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32mf0277281-4d1b-4496-be47-d2c94ae18ef5\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find the total number of people invited, first, calculate the number of people from \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37meach group. Martin invited 5 people from his hometown. He invited twice as many people from his school, which\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mis 5 * 2 = 10 people. The number of people invited from his sports club is the sum of people invited from his\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mhometown and school, which is 5 + 10 = 15 people. The total number of people invited from these groups is 5 +\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m10 + 15 = 30 people. The remaining invitations represent 20% of this total, which is 0.20 * 30 = 6 people. \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTherefore, the total number of people invited is 30 + 6 = 36 people. Since the task also mentions calculating\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mthe average value of a given set of numbers and the set provided is the number of people from each group (5, \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m10, 15, and 6 for the remaining invitations), we add these numbers and divide by the count of numbers. The \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37msum is 5 + 10 + 15 + 6 = 36, and there are 4 numbers, so the average is 36 / 4 = 9.\",\u001b[0m                          \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"36\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:19:38.803539-0400 DEBUG Processed 2 states in 7.024869203567505 seconds\n",
+      "2025-09-11T10:19:38.804952-0400 DEBUG 14 states processed in 3.5124346017837524 seconds average per state ...\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 224c89eb-46dd-4100-87f4-7bfd0e72c833                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
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╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 4396bfd0-d34b-4439-971d-1654f89ce4ea                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
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╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Data Analyst.                                                                                          │\n",
+       "│  Your personal goal is: To calculate the average value of a given set of numbers.                               │\n",
+       "│  This is the expected criteria for your final answer: a numeric value representing the average.                 │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Mark buys a loaf of bread for $4.20 and some cheese for $2.05. He gives the cashier $7.00. If the cashier      │\n",
+       "│  only has 1 quarter and 1 dime in his till, plus a bunch of nickels, how many nickels does Mark get in his      │\n",
+       "│  change?                                                                                                        │\n",
+       "│                                                                                                                 │\n",
+       "│  Add up all the numbers in the set and divide by the total count of numbers to find the average                 │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Data Analyst.\u001b[0m                                                                                          \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To calculate the average value of a given set of numbers.\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: a numeric value representing the average.\u001b[0m                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mMark buys a loaf of bread for $4.20 and some cheese for $2.05. He gives the cashier $7.00. If the cashier \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92monly has 1 quarter and 1 dime in his till, plus a bunch of nickels, how many nickels does Mark get in his \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mchange?\u001b[0m                                                                                                        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mAdd up all the numbers in the set and divide by the total count of numbers to find the average\u001b[0m                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Data Analyst.                                                                                          │\n",
+       "│  Your personal goal is: To calculate the average value of a given set of numbers.                               │\n",
+       "│  This is the expected criteria for your final answer: a numeric value representing the average.                 │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Kantana loves chocolate. Every Saturday she goes to the candy store and buys 2 chocolates for herself and 1    │\n",
+       "│  for her sister. This last Saturday she picked up an additional 10 chocolates as a birthday gift for her        │\n",
+       "│  friend Charlie. How many chocolates did Kantana end up buying for the month?                                   │\n",
+       "│                                                                                                                 │\n",
+       "│  Add up all the numbers in the set and divide by the total count of numbers to find the average                 │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Data Analyst.\u001b[0m                                                                                          \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To calculate the average value of a given set of numbers.\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: a numeric value representing the average.\u001b[0m                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mKantana loves chocolate. Every Saturday she goes to the candy store and buys 2 chocolates for herself and 1 \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mfor her sister. This last Saturday she picked up an additional 10 chocolates as a birthday gift for her \u001b[0m       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mfriend Charlie. How many chocolates did Kantana end up buying for the month?\u001b[0m                                   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mAdd up all the numbers in the set and divide by the total count of numbers to find the average\u001b[0m                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find the total number of chocolates Kantana bought for the month, we first need to     │\n",
+       "│  calculate the total number of chocolates she bought on the last Saturday. She bought 2 chocolates for          │\n",
+       "│  herself, 1 for her sister, and an additional 10 as a birthday gift for Charlie, making it a total of 2 + 1 +   │\n",
+       "│  10 = 13 chocolates for that Saturday. However, the problem states she does this every Saturday, implying       │\n",
+       "│  there are 4 Saturdays in the month. So, for the regular Saturdays, she buys 2 + 1 = 3 chocolates each time.    │\n",
+       "│  For the month, she would have bought 3 * 4 = 12 chocolates on regular Saturdays. But since one of those        │\n",
+       "│  Saturdays included the extra 10 chocolates for Charlie, we adjust our calculation to account for all           │\n",
+       "│  Saturdays: 3 chocolates for each of the 3 regular Saturdays (3 * 3 = 9 chocolates) and 13 chocolates for the   │\n",
+       "│  Saturday with the birthday gift, totaling 9 + 13 = 22 chocolates for the month.\",                              │\n",
+       "│    \"response_answer\": \"22\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find the total number of chocolates Kantana bought for the month, we first need to \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mcalculate the total number of chocolates she bought on the last Saturday. She bought 2 chocolates for \u001b[0m         \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mherself, 1 for her sister, and an additional 10 as a birthday gift for Charlie, making it a total of 2 + 1 + \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m10 = 13 chocolates for that Saturday. However, the problem states she does this every Saturday, implying \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mthere are 4 Saturdays in the month. So, for the regular Saturdays, she buys 2 + 1 = 3 chocolates each time. \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mFor the month, she would have bought 3 * 4 = 12 chocolates on regular Saturdays. But since one of those \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mSaturdays included the extra 10 chocolates for Charlie, we adjust our calculation to account for all \u001b[0m          \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mSaturdays: 3 chocolates for each of the 3 regular Saturdays (3 * 3 = 9 chocolates) and 13 chocolates for the \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mSaturday with the birthday gift, totaling 9 + 13 = 22 chocolates for the month.\",\u001b[0m                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"22\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 16d6763d-9993-4f58-9d4e-7547d940930c                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m16d6763d-9993-4f58-9d4e-7547d940930c\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
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+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 4396bfd0-d34b-4439-971d-1654f89ce4ea                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find the total number of chocolates Kantana bought for the month, we first need to     │\n",
+       "│  calculate the total number of chocolates she bought on the last Saturday. She bought 2 chocolates for          │\n",
+       "│  herself, 1 for her sister, and an additional 10 as a birthday gift for Charlie, making it a total of 2 + 1 +   │\n",
+       "│  10 = 13 chocolates for that Saturday. However, the problem states she does this every Saturday, implying       │\n",
+       "│  there are 4 Saturdays in the month. So, for the regular Saturdays, she buys 2 + 1 = 3 chocolates each time.    │\n",
+       "│  For the month, she would have bought 3 * 4 = 12 chocolates on regular Saturdays. But since one of those        │\n",
+       "│  Saturdays included the extra 10 chocolates for Charlie, we adjust our calculation to account for all           │\n",
+       "│  Saturdays: 3 chocolates for each of the 3 regular Saturdays (3 * 3 = 9 chocolates) and 13 chocolates for the   │\n",
+       "│  Saturday with the birthday gift, totaling 9 + 13 = 22 chocolates for the month.\",                              │\n",
+       "│    \"response_answer\": \"22\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m4396bfd0-d34b-4439-971d-1654f89ce4ea\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find the total number of chocolates Kantana bought for the month, we first need to \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mcalculate the total number of chocolates she bought on the last Saturday. She bought 2 chocolates for \u001b[0m         \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mherself, 1 for her sister, and an additional 10 as a birthday gift for Charlie, making it a total of 2 + 1 + \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m10 = 13 chocolates for that Saturday. However, the problem states she does this every Saturday, implying \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mthere are 4 Saturdays in the month. So, for the regular Saturdays, she buys 2 + 1 = 3 chocolates each time. \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFor the month, she would have bought 3 * 4 = 12 chocolates on regular Saturdays. But since one of those \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mSaturdays included the extra 10 chocolates for Charlie, we adjust our calculation to account for all \u001b[0m          \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mSaturdays: 3 chocolates for each of the 3 regular Saturdays (3 * 3 = 9 chocolates) and 13 chocolates for the \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mSaturday with the birthday gift, totaling 9 + 13 = 22 chocolates for the month.\",\u001b[0m                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"22\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
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+    {
+     "data": {
+      "text/html": [
+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find the average, first, we need to calculate the total cost of the items Mark bought  │\n",
+       "│  and the amount he paid. Then, we calculate the change he should receive. After that, we determine how much of  │\n",
+       "│  the change can be covered by the quarter and dime, and finally, we find out how many nickels are needed to     │\n",
+       "│  cover the remaining change. The numbers to average are 4.20, 2.05, 7.00, and the change. The change Mark       │\n",
+       "│  should get is 7.00 - (4.20 + 2.05) = 0.75. The quarter and dime are worth 0.25 + 0.10 = 0.35. So, the          │\n",
+       "│  remaining change to be covered by nickels is 0.75 - 0.35 = 0.40. Since a nickel is worth 0.05, the number of   │\n",
+       "│  nickels Mark gets is 0.40 / 0.05 = 8. The set of numbers is {4.20, 2.05, 7.00, 0.75, 0.25, 0.10, 0.05, 0.35,   │\n",
+       "│  0.40, 8}. The sum of these numbers is 4.20 + 2.05 + 7.00 + 0.75 + 0.25 + 0.10 + 0.05 + 0.35 + 0.40 + 8 =       │\n",
+       "│  23.15. There are 10 numbers in the set. The average is 23.15 / 10 = 2.315.\",                                   │\n",
+       "│    \"response_answer\": \"2.315\"                                                                                   │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find the average, first, we need to calculate the total cost of the items Mark bought\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mand the amount he paid. Then, we calculate the change he should receive. After that, we determine how much of\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mthe change can be covered by the quarter and dime, and finally, we find out how many nickels are needed to \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mcover the remaining change. The numbers to average are 4.20, 2.05, 7.00, and the change. The change Mark \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mshould get is 7.00 - (4.20 + 2.05) = 0.75. The quarter and dime are worth 0.25 + 0.10 = 0.35. So, the \u001b[0m         \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mremaining change to be covered by nickels is 0.75 - 0.35 = 0.40. Since a nickel is worth 0.05, the number of \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mnickels Mark gets is 0.40 / 0.05 = 8. The set of numbers is {4.20, 2.05, 7.00, 0.75, 0.25, 0.10, 0.05, 0.35, \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m0.40, 8}. The sum of these numbers is 4.20 + 2.05 + 7.00 + 0.75 + 0.25 + 0.10 + 0.05 + 0.35 + 0.40 + 8 = \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m23.15. There are 10 numbers in the set. The average is 23.15 / 10 = 2.315.\",\u001b[0m                                   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"2.315\"\u001b[0m                                                                                   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
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+     "metadata": {},
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+    },
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+     "data": {
+      "text/html": [
+       "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: ef73bcf7-eb17-4834-ae84-b42fa6dd24bf                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mef73bcf7-eb17-4834-ae84-b42fa6dd24bf\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 224c89eb-46dd-4100-87f4-7bfd0e72c833                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find the average, first, we need to calculate the total cost of the items Mark bought  │\n",
+       "│  and the amount he paid. Then, we calculate the change he should receive. After that, we determine how much of  │\n",
+       "│  the change can be covered by the quarter and dime, and finally, we find out how many nickels are needed to     │\n",
+       "│  cover the remaining change. The numbers to average are 4.20, 2.05, 7.00, and the change. The change Mark       │\n",
+       "│  should get is 7.00 - (4.20 + 2.05) = 0.75. The quarter and dime are worth 0.25 + 0.10 = 0.35. So, the          │\n",
+       "│  remaining change to be covered by nickels is 0.75 - 0.35 = 0.40. Since a nickel is worth 0.05, the number of   │\n",
+       "│  nickels Mark gets is 0.40 / 0.05 = 8. The set of numbers is {4.20, 2.05, 7.00, 0.75, 0.25, 0.10, 0.05, 0.35,   │\n",
+       "│  0.40, 8}. The sum of these numbers is 4.20 + 2.05 + 7.00 + 0.75 + 0.25 + 0.10 + 0.05 + 0.35 + 0.40 + 8 =       │\n",
+       "│  23.15. There are 10 numbers in the set. The average is 23.15 / 10 = 2.315.\",                                   │\n",
+       "│    \"response_answer\": \"2.315\"                                                                                   │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m224c89eb-46dd-4100-87f4-7bfd0e72c833\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find the average, first, we need to calculate the total cost of the items Mark bought\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mand the amount he paid. Then, we calculate the change he should receive. After that, we determine how much of\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mthe change can be covered by the quarter and dime, and finally, we find out how many nickels are needed to \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mcover the remaining change. The numbers to average are 4.20, 2.05, 7.00, and the change. The change Mark \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mshould get is 7.00 - (4.20 + 2.05) = 0.75. The quarter and dime are worth 0.25 + 0.10 = 0.35. So, the \u001b[0m         \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mremaining change to be covered by nickels is 0.75 - 0.35 = 0.40. Since a nickel is worth 0.05, the number of \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mnickels Mark gets is 0.40 / 0.05 = 8. The set of numbers is {4.20, 2.05, 7.00, 0.75, 0.25, 0.10, 0.05, 0.35, \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m0.40, 8}. The sum of these numbers is 4.20 + 2.05 + 7.00 + 0.75 + 0.25 + 0.10 + 0.05 + 0.35 + 0.40 + 8 = \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m23.15. There are 10 numbers in the set. The average is 23.15 / 10 = 2.315.\",\u001b[0m                                   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"2.315\"\u001b[0m                                                                                   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
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+       "\n"
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+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:19:47.122127-0400 DEBUG Processed 2 states in 8.315857410430908 seconds\n",
+      "2025-09-11T10:19:47.123459-0400 DEBUG 16 states processed in 4.157928705215454 seconds average per state ...\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: afda0190-b84f-41e2-a9df-00d1df3900a9                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
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╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: fbb5b9eb-707b-4015-8416-099bf62af821                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[36mfbb5b9eb-707b-4015-8416-099bf62af821\u001b[0m                                                                       \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Data Analyst.                                                                                          │\n",
+       "│  Your personal goal is: To calculate the average value of a given set of numbers.                               │\n",
+       "│  This is the expected criteria for your final answer: a numeric value representing the average.                 │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Leah earned $28 working odd jobs around the neighborhood. She spent a seventh of it on a milkshake and put     │\n",
+       "│  half of the rest in her savings account. She left the remaining money in her wallet. Her dog got ahold of her  │\n",
+       "│  wallet and shredded all the money inside but $1. How many dollars did Leah lose?                               │\n",
+       "│                                                                                                                 │\n",
+       "│  Add up all the numbers in the set and divide by the total count of numbers to find the average                 │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Data Analyst.\u001b[0m                                                                                          \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To calculate the average value of a given set of numbers.\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: a numeric value representing the average.\u001b[0m                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mLeah earned $28 working odd jobs around the neighborhood. She spent a seventh of it on a milkshake and put \u001b[0m    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mhalf of the rest in her savings account. She left the remaining money in her wallet. Her dog got ahold of her\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mwallet and shredded all the money inside but $1. How many dollars did Leah lose?\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mAdd up all the numbers in the set and divide by the total count of numbers to find the average\u001b[0m                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Data Analyst.                                                                                          │\n",
+       "│  Your personal goal is: To calculate the average value of a given set of numbers.                               │\n",
+       "│  This is the expected criteria for your final answer: a numeric value representing the average.                 │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Jar A has 28 marbles. Jar B has 12 more marbles than jar A. Jar C has twice as many marbles as jar B. How      │\n",
+       "│  many marbles are there altogether?                                                                             │\n",
+       "│                                                                                                                 │\n",
+       "│  Add up all the numbers in the set and divide by the total count of numbers to find the average                 │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Data Analyst.\u001b[0m                                                                                          \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To calculate the average value of a given set of numbers.\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: a numeric value representing the average.\u001b[0m                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mJar A has 28 marbles. Jar B has 12 more marbles than jar A. Jar C has twice as many marbles as jar B. How \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmany marbles are there altogether?\u001b[0m                                                                             \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mAdd up all the numbers in the set and divide by the total count of numbers to find the average\u001b[0m                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find the amount of money Leah lost, we first need to calculate how much she spent on   │\n",
+       "│  the milkshake and how much she put in her savings account. She spent a seventh of $28 on a milkshake, which    │\n",
+       "│  is $28 / 7 = $4. The rest of the money is $28 - $4 = $24. She put half of the rest in her savings account,     │\n",
+       "│  which is $24 / 2 = $12. So, she had $24 - $12 = $12 left in her wallet. After her dog shredded all the money   │\n",
+       "│  except $1, Leah lost $12 - $1 = $11.\",                                                                         │\n",
+       "│    \"response_answer\": \"$11\"                                                                                     │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
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+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find the amount of money Leah lost, we first need to calculate how much she spent on \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mthe milkshake and how much she put in her savings account. She spent a seventh of $28 on a milkshake, which \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mis $28 / 7 = $4. The rest of the money is $28 - $4 = $24. She put half of the rest in her savings account, \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mwhich is $24 / 2 = $12. So, she had $24 - $12 = $12 left in her wallet. After her dog shredded all the money \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mexcept $1, Leah lost $12 - $1 = $11.\",\u001b[0m                                                                         \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"$11\"\u001b[0m                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
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+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 59cfc9a2-7a0b-4b84-b521-56805b81cf90                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m59cfc9a2-7a0b-4b84-b521-56805b81cf90\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
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+       "
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+       "\n"
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+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: afda0190-b84f-41e2-a9df-00d1df3900a9                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find the amount of money Leah lost, we first need to calculate how much she spent on   │\n",
+       "│  the milkshake and how much she put in her savings account. She spent a seventh of $28 on a milkshake, which    │\n",
+       "│  is $28 / 7 = $4. The rest of the money is $28 - $4 = $24. She put half of the rest in her savings account,     │\n",
+       "│  which is $24 / 2 = $12. So, she had $24 - $12 = $12 left in her wallet. After her dog shredded all the money   │\n",
+       "│  except $1, Leah lost $12 - $1 = $11.\",                                                                         │\n",
+       "│    \"response_answer\": \"$11\"                                                                                     │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32mafda0190-b84f-41e2-a9df-00d1df3900a9\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find the amount of money Leah lost, we first need to calculate how much she spent on \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mthe milkshake and how much she put in her savings account. She spent a seventh of $28 on a milkshake, which \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mis $28 / 7 = $4. The rest of the money is $28 - $4 = $24. She put half of the rest in her savings account, \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mwhich is $24 / 2 = $12. So, she had $24 - $12 = $12 left in her wallet. After her dog shredded all the money \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mexcept $1, Leah lost $12 - $1 = $11.\",\u001b[0m                                                                         \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"$11\"\u001b[0m                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
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+       "
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+       "\n"
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+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find the total number of marbles, first, calculate the number of marbles in each jar.  │\n",
+       "│  Jar A has 28 marbles. Jar B has 12 more marbles than Jar A, so Jar B has 28 + 12 = 40 marbles. Jar C has       │\n",
+       "│  twice as many marbles as Jar B, so Jar C has 2 * 40 = 80 marbles. The total number of marbles is 28 + 40 + 80  │\n",
+       "│  = 148. To find the average, add up all the numbers in the set (28, 40, 80) and divide by the total count of    │\n",
+       "│  numbers, which is 3. The sum is 28 + 40 + 80 = 148, and the average is 148 / 3 = 49.33.\",                      │\n",
+       "│    \"response_answer\": \"49.33\"                                                                                   │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find the total number of marbles, first, calculate the number of marbles in each jar.\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mJar A has 28 marbles. Jar B has 12 more marbles than Jar A, so Jar B has 28 + 12 = 40 marbles. Jar C has \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mtwice as many marbles as Jar B, so Jar C has 2 * 40 = 80 marbles. The total number of marbles is 28 + 40 + 80\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m= 148. To find the average, add up all the numbers in the set (28, 40, 80) and divide by the total count of \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mnumbers, which is 3. The sum is 28 + 40 + 80 = 148, and the average is 148 / 3 = 49.33.\",\u001b[0m                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"49.33\"\u001b[0m                                                                                   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+     "output_type": "display_data"
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+       "
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+       "
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+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: e0b3fcfa-f2d6-46fe-8101-4a89e2a630f8                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32me0b3fcfa-f2d6-46fe-8101-4a89e2a630f8\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
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+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n",
+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
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+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: fbb5b9eb-707b-4015-8416-099bf62af821                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find the total number of marbles, first, calculate the number of marbles in each jar.  │\n",
+       "│  Jar A has 28 marbles. Jar B has 12 more marbles than Jar A, so Jar B has 28 + 12 = 40 marbles. Jar C has       │\n",
+       "│  twice as many marbles as Jar B, so Jar C has 2 * 40 = 80 marbles. The total number of marbles is 28 + 40 + 80  │\n",
+       "│  = 148. To find the average, add up all the numbers in the set (28, 40, 80) and divide by the total count of    │\n",
+       "│  numbers, which is 3. The sum is 28 + 40 + 80 = 148, and the average is 148 / 3 = 49.33.\",                      │\n",
+       "│    \"response_answer\": \"49.33\"                                                                                   │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32mfbb5b9eb-707b-4015-8416-099bf62af821\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find the total number of marbles, first, calculate the number of marbles in each jar.\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mJar A has 28 marbles. Jar B has 12 more marbles than Jar A, so Jar B has 28 + 12 = 40 marbles. Jar C has \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mtwice as many marbles as Jar B, so Jar C has 2 * 40 = 80 marbles. The total number of marbles is 28 + 40 + 80\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m= 148. To find the average, add up all the numbers in the set (28, 40, 80) and divide by the total count of \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mnumbers, which is 3. The sum is 28 + 40 + 80 = 148, and the average is 148 / 3 = 49.33.\",\u001b[0m                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"49.33\"\u001b[0m                                                                                   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:19:51.917651-0400 DEBUG Processed 2 states in 4.792920827865601 seconds\n",
+      "2025-09-11T10:19:51.919177-0400 DEBUG 18 states processed in 2.3964604139328003 seconds average per state ...\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 0aaedfee-e4d1-45cf-9928-0e30dd08e413                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
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╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 4f8a0299-09bb-46ab-88b5-0c0f3eaac2b6                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
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╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Data Analyst.                                                                                          │\n",
+       "│  Your personal goal is: To calculate the average value of a given set of numbers.                               │\n",
+       "│  This is the expected criteria for your final answer: a numeric value representing the average.                 │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  A lot of people have been sick at Gary's workplace, so he's been working a lot of extra shifts to fill in for  │\n",
+       "│  people. As a result, he's earned some overtime (where every hour after 40 he earns 1.5 times his normal        │\n",
+       "│  wage.) His paycheck (before taxes are taken out) came out to $696. If Gary normally earns $12 per hour, how    │\n",
+       "│  many hours did he work that week?                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│  Add up all the numbers in the set and divide by the total count of numbers to find the average                 │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
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+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Data Analyst.\u001b[0m                                                                                          \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To calculate the average value of a given set of numbers.\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: a numeric value representing the average.\u001b[0m                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mA lot of people have been sick at Gary's workplace, so he's been working a lot of extra shifts to fill in for\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mpeople. As a result, he's earned some overtime (where every hour after 40 he earns 1.5 times his normal \u001b[0m       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mwage.) His paycheck (before taxes are taken out) came out to $696. If Gary normally earns $12 per hour, how \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmany hours did he work that week?\u001b[0m                                                                              \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mAdd up all the numbers in the set and divide by the total count of numbers to find the average\u001b[0m                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
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╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Task: Generate an object of the specified type from the following input. SOURCE:                               │\n",
+       "│                                                                                                                 │\n",
+       "│  You are Data Analyst.                                                                                          │\n",
+       "│  Your personal goal is: To calculate the average value of a given set of numbers.                               │\n",
+       "│  This is the expected criteria for your final answer: a numeric value representing the average.                 │\n",
+       "│                                                                                                                 │\n",
+       "│  solve the following task.                                                                                      │\n",
+       "│  Farmer Brown raises emus, large birds. His flock has a total of 60 heads and legs. How many emus are in his    │\n",
+       "│  flock?                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Add up all the numbers in the set and divide by the total count of numbers to find the average                 │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[35m│\u001b[0m\n",
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+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m\u001b[92mGenerate an object of the specified type from the following input. SOURCE:\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYou are Data Analyst.\u001b[0m                                                                                          \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mYour personal goal is: To calculate the average value of a given set of numbers.\u001b[0m                               \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mThis is the expected criteria for your final answer: a numeric value representing the average.\u001b[0m                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolve the following task.\u001b[0m                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mFarmer Brown raises emus, large birds. His flock has a total of 60 heads and legs. How many emus are in his \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mflock?\u001b[0m                                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mAdd up all the numbers in the set and divide by the total count of numbers to find the average\u001b[0m                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
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╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find the number of emus, we need to set up an equation based on the information        │\n",
+       "│  given. Each emu has 1 head and 2 legs, so the total number of heads and legs can be represented as 3 times     │\n",
+       "│  the number of emus. If the total number of heads and legs is 60, we can write the equation as 3x = 60, where   │\n",
+       "│  x is the number of emus. Solving for x gives x = 60 / 3 = 20.\",                                                │\n",
+       "│    \"response_answer\": \"20\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find the number of emus, we need to set up an equation based on the information \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mgiven. Each emu has 1 head and 2 legs, so the total number of heads and legs can be represented as 3 times \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mthe number of emus. If the total number of heads and legs is 60, we can write the equation as 3x = 60, where \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mx is the number of emus. Solving for x gives x = 60 / 3 = 20.\",\u001b[0m                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"20\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
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╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 52617f64-7d5f-408d-8c55-49c2abcbe3e8                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
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+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
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+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 4f8a0299-09bb-46ab-88b5-0c0f3eaac2b6                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find the number of emus, we need to set up an equation based on the information        │\n",
+       "│  given. Each emu has 1 head and 2 legs, so the total number of heads and legs can be represented as 3 times     │\n",
+       "│  the number of emus. If the total number of heads and legs is 60, we can write the equation as 3x = 60, where   │\n",
+       "│  x is the number of emus. Solving for x gives x = 60 / 3 = 20.\",                                                │\n",
+       "│    \"response_answer\": \"20\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m4f8a0299-09bb-46ab-88b5-0c0f3eaac2b6\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find the number of emus, we need to set up an equation based on the information \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mgiven. Each emu has 1 head and 2 legs, so the total number of heads and legs can be represented as 3 times \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mthe number of emus. If the total number of heads and legs is 60, we can write the equation as 3x = 60, where \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mx is the number of emus. Solving for x gives x = 60 / 3 = 20.\",\u001b[0m                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"20\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+     "data": {
+      "text/html": [
+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find the total hours Gary worked, we first need to calculate his earnings for the      │\n",
+       "│  regular 40 hours and the overtime hours. His regular earnings are $12 * 40 = $480. The remaining amount, $696  │\n",
+       "│  - $480 = $216, is from overtime. Since he earns 1.5 times his normal wage for overtime, his overtime wage is   │\n",
+       "│  $12 * 1.5 = $18 per hour. The number of overtime hours worked is $216 / $18 = 12 hours. Therefore, the total   │\n",
+       "│  hours worked is 40 (regular hours) + 12 (overtime hours) = 52 hours.\",                                         │\n",
+       "│    \"response_answer\": \"52\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[1;92mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find the total hours Gary worked, we first need to calculate his earnings for the \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mregular 40 hours and the overtime hours. His regular earnings are $12 * 40 = $480. The remaining amount, $696\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m- $480 = $216, is from overtime. Since he earns 1.5 times his normal wage for overtime, his overtime wage is \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m$12 * 1.5 = $18 per hour. The number of overtime hours worked is $216 / $18 = 12 hours. Therefore, the total \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mhours worked is 40 (regular hours) + 12 (overtime hours) = 52 hours.\",\u001b[0m                                         \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"52\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+     "output_type": "display_data"
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+      "text/html": [
+       "
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+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: f7e6b978-2510-43a5-b7f8-885dad48d9e5                                                                     │\n",
+       "│  Agent: Task Executor                                                                                           │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mf7e6b978-2510-43a5-b7f8-885dad48d9e5\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m\u001b[32mTask Executor\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
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+       "\n"
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+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 0aaedfee-e4d1-45cf-9928-0e30dd08e413                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find the total hours Gary worked, we first need to calculate his earnings for the      │\n",
+       "│  regular 40 hours and the overtime hours. His regular earnings are $12 * 40 = $480. The remaining amount, $696  │\n",
+       "│  - $480 = $216, is from overtime. Since he earns 1.5 times his normal wage for overtime, his overtime wage is   │\n",
+       "│  $12 * 1.5 = $18 per hour. The number of overtime hours worked is $216 / $18 = 12 hours. Therefore, the total   │\n",
+       "│  hours worked is 40 (regular hours) + 12 (overtime hours) = 52 hours.\",                                         │\n",
+       "│    \"response_answer\": \"52\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m0aaedfee-e4d1-45cf-9928-0e30dd08e413\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find the total hours Gary worked, we first need to calculate his earnings for the \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mregular 40 hours and the overtime hours. His regular earnings are $12 * 40 = $480. The remaining amount, $696\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m- $480 = $216, is from overtime. Since he earns 1.5 times his normal wage for overtime, his overtime wage is \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m$12 * 1.5 = $18 per hour. The number of overtime hours worked is $216 / $18 = 12 hours. Therefore, the total \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mhours worked is 40 (regular hours) + 12 (overtime hours) = 52 hours.\",\u001b[0m                                         \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"52\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:19:57.062525-0400 DEBUG Processed 2 states in 5.14180064201355 seconds\n",
+      "2025-09-11T10:19:57.063745-0400 DEBUG 20 states processed in 2.570900321006775 seconds average per state ...\n",
+      "2025-09-11T10:19:57.065670-0400 INFO #### 4. grade responses from 2 prompts\n",
+      "2025-09-11T10:19:57.068274-0400 DEBUG Executing amap on function \n",
+      "2025-09-11T10:19:57.069785-0400 DEBUG 2 states processed. 0.0002835988998413086 seconds average per state in the last chunk ...\n",
+      "2025-09-11T10:19:57.071051-0400 DEBUG 4 states processed. 0.00011348724365234375 seconds average per state in the last chunk ...\n",
+      "2025-09-11T10:19:57.072576-0400 DEBUG 6 states processed. 0.00011587142944335938 seconds average per state in the last chunk ...\n",
+      "2025-09-11T10:19:57.073748-0400 DEBUG 8 states processed. 0.00011324882507324219 seconds average per state in the last chunk ...\n",
+      "2025-09-11T10:19:57.074704-0400 DEBUG 10 states processed. 0.00010216236114501953 seconds average per state in the last chunk ...\n",
+      "2025-09-11T10:19:57.075967-0400 DEBUG Executing amap on function \n",
+      "2025-09-11T10:19:57.077206-0400 DEBUG 2 states processed. 0.0002841949462890625 seconds average per state in the last chunk ...\n",
+      "2025-09-11T10:19:57.078540-0400 DEBUG 4 states processed. 0.00014972686767578125 seconds average per state in the last chunk ...\n",
+      "2025-09-11T10:19:57.079536-0400 DEBUG 6 states processed. 0.00012445449829101562 seconds average per state in the last chunk ...\n",
+      "2025-09-11T10:19:57.080640-0400 DEBUG 8 states processed. 9.09566879272461e-05 seconds average per state in the last chunk ...\n",
+      "2025-09-11T10:19:57.081532-0400 DEBUG 10 states processed. 0.00011324882507324219 seconds average per state in the last chunk ...\n",
+      "2025-09-11T10:19:57.082506-0400 INFO #### store best_k prompts found so far\n",
+      "2025-09-11T10:19:57.083222-0400 INFO [[TIME]]::ITERATION::2=66.50142168998718\n",
+      "2025-09-11T10:19:57.083907-0400 INFO [[DEV SCORE]]::ITERATION::2=70\n"
+     ]
+    }
+   ],
+   "source": [
+    "t0 = time.time()\n",
+    "for iter_ind in range(args.max_iter):\n",
+    "    iter_t0 = time.time()\n",
+    "    loguru.logger.info(f\"################################\")\n",
+    "    loguru.logger.info(f\"#### iter {iter_ind}\")\n",
+    "    loguru.logger.info(f\"#### 1. create optimizer AGs\")\n",
+    "    # shuffle the train set and truncate num_trains for demonstration\n",
+    "    shuffled_trainset = trainset.get_random_sample(percent=1.0)\n",
+    "    demosets = shuffled_trainset.clone().truncate_states(0, args.num_trains)\n",
+    "    # create a list of OptimizationTask objects with a list of demos\n",
+    "    chunked_demos = OptimizationTask.create_optimization_demos(demosets, num_demos=args.num_demos)\n",
+    "    optimization_tasks = OptimizationTask.create_optimization_tasks(chunked_demos)\n",
+    "    optimizer = AG.from_states(optimization_tasks, atype=OptimizationTask)\n",
+    "    set_default_params(args, optimizer)\n",
+    "    optimizer.llm = gen_llm\n",
+    "    # set the prompts for the optimizer AG\n",
+    "    optimizer.instructions = OPT_META_INSTRUCTION.format(\n",
+    "        optimization_history = OptimizationTask.get_history_string(optimized_tasks)\n",
+    "    )\n",
+    "    optimizer.prompt_template = \"\"\"{{\"demo tasks\":{demos}}}\"\"\"\n",
+    "    optimizer.crew_prompt_params = {\n",
+    "        \"role\": \"Prompt optimizer.\",\n",
+    "        \"goal\": \"Propose diverse prompt templates that achieves high performance for the demo task given as input.\",\n",
+    "        \"backstory\": \"Understand the problem domain given the demo task example and propose what answer should be generated.\",\n",
+    "        \"expected_output\": \"the outputs are role, goal, and the expected output description, and imperative sentence for solving provided tasks.\"\n",
+    "    }\n",
+    "\n",
+    "    loguru.logger.info(f\"#### 2. generate {args.num_opts} prompts at iter {iter_ind}\")\n",
+    "    optimizer = asyncio.run(optimizer.self_transduction([\"demos\"], [\"role\", \"goal\", \"expected_output\", \"imperative\"]))\n",
+    "        \n",
+    "    loguru.logger.info(f\"#### 3. evalaute transduced {args.num_opts} prompts\")\n",
+    "    eval = shuffled_trainset.clone().truncate_states(args.num_trains, args.num_trains + args.num_devs)\n",
+    "    # opt_eval AG is a product of the optimizer AG and the eval AG\n",
+    "    # we internally maintain the pair (optimizer states, eval states) as a flattened list\n",
+    "    opt_eval = optimizer.product(eval)\n",
+    "    set_default_params(args, opt_eval)\n",
+    "    opt_eval.llm = eval_llm\n",
+    "    opt_eval.prompt_template = USER_PROMPT_TEMPLATE\n",
+    "    # self-transduction applies to the combinations of the optimizer and eval states\n",
+    "    opt_eval = asyncio.run(opt_eval.self_transduction([\"role\", \"goal\", \"expected_output\", \"imperative\", \"question\"], [\"response_think\", \"response_answer\"]))\n",
+    "\n",
+    "    loguru.logger.info(f\"#### 4. grade responses from {args.num_opts} prompts\")\n",
+    "    # quotient divide the evaluated opt_eval and returns the evaluated results as AG\n",
+    "    evalsets = eval.quotient(opt_eval)\n",
+    "    optimizer_scores = []\n",
+    "    for ind, evalset in enumerate(evalsets):\n",
+    "        # apply asychronous map to grade the responses\n",
+    "        evalset = asyncio.run(evalset.amap(GSM8K.grade))    \n",
+    "        summary = report(evalset, report_name=f\"optimizer {ind+1}\")\n",
+    "        optimizer_scores.append(summary[\"score\"])\n",
+    "        setattr(optimizer[ind], \"score\", summary[\"score\"])\n",
+    "\n",
+    "    loguru.logger.info(\"#### store best_k prompts found so far\")\n",
+    "    # keep the result of prompt optimization in a separte list\n",
+    "    # remove duplicated prompts if exists and sort them by the dev set evaluation score.\n",
+    "    optimized_tasks.extend(optimizer.states)\n",
+    "    optimized_tasks = OptimizationTask.remove_duplicates(optimized_tasks)\n",
+    "    optimized_tasks = optimized_tasks[-args.best_k:]\n",
+    "    current_best_score = optimized_tasks[-1].score\n",
+    "\n",
+    "    loguru.logger.info(f\"[[TIME]]::ITERATION::{iter_ind+1}={time.time()-iter_t0}\")\n",
+    "    loguru.logger.info(f\"[[DEV SCORE]]::ITERATION::{iter_ind+1}={current_best_score}\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "0bdba0a7",
+   "metadata": {},
+   "source": [
+    "## Display Optimized Prompts"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "d4622410",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:19:57.095652-0400 INFO ## optimization results final 2 selections\n",
+      "2025-09-11T10:19:57.097702-0400 INFO ## 1-th:\n",
+      "{\n",
+      "    \"role\": \"Math Problem Specialist\",\n",
+      "    \"goal\": \"To accurately calculate the numerical answer to the given mathematical problem\",\n",
+      "    \"expected_output\": \"A precise numerical value that solves the problem\",\n",
+      "    \"imperative\": \"Read the problem statement carefully, identify the key mathematical elements, and apply the relevant mathematical operations to arrive at the correct numerical answer\",\n",
+      "    \"score\": 60\n",
+      "}\n",
+      "2025-09-11T10:19:57.098881-0400 INFO ## 2-th:\n",
+      "{\n",
+      "    \"role\": \"Data Analyst\",\n",
+      "    \"goal\": \"To calculate the average value of a given set of numbers\",\n",
+      "    \"expected_output\": \"a numeric value representing the average\",\n",
+      "    \"imperative\": \"Add up all the numbers in the set and divide by the total count of numbers to find the average\",\n",
+      "    \"score\": 70\n",
+      "}\n"
+     ]
+    }
+   ],
+   "source": [
+    "optimized_tasks = OptimizationTask.remove_duplicates(optimized_tasks)\n",
+    "loguru.logger.info(f\"## optimization results final {args.best_m} selections\")\n",
+    "for ind, optimized_task in enumerate(optimized_tasks[-args.best_m:]):\n",
+    "    res = optimized_task.model_dump_json(exclude={\"demos\"}, indent=4)\n",
+    "    loguru.logger.info(f\"## {ind+1}-th:\\n{res}\")\n",
+    "best_optimizers = AG.from_states(optimized_tasks[-args.best_m:], atype=OptimizationTask)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "edbdfa97",
+   "metadata": {},
+   "source": [
+    "## Evaluate Optimized Propmt In The Test Set"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "848f9200",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:19:57.136849-0400 DEBUG Executing task: \n",
+      "20 states will be transduced\n",
+      "2025-09-11T10:19:57.138924-0400 DEBUG transducer class: \n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 6e47b400-a14f-4480-8255-32f79263f7b9                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
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╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 6a280efa-816f-49a1-ae00-5fa067f556f3                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[36m6a280efa-816f-49a1-ae00-5fa067f556f3\u001b[0m                                                                       \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Task:                                                                                                          │\n",
+       "│   SOURCE:                                                                                                       │\n",
+       "│  {\"question\": \"Janet\\u2019s ducks lay 16 eggs per day. She eats three for breakfast every morning and bakes     │\n",
+       "│  muffins for her friends every day with four. She sells the remainder at the farmers' market daily for $2 per   │\n",
+       "│  fresh duck egg. How much in dollars does she make every day at the farmers' market?\", \"role\": \"Math Problem    │\n",
+       "│  Specialist\", \"goal\": \"To accurately calculate the numerical answer to the given mathematical problem\",         │\n",
+       "│  \"expected_output\": \"A precise numerical value that solves the problem\", \"imperative\": \"Read the problem        │\n",
+       "│  statement carefully, identify the key mathematical elements, and apply the relevant mathematical operations    │\n",
+       "│  to arrive at the correct numerical answer\"}                                                                    │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m                                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m SOURCE:\u001b[0m                                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m{\"question\": \"Janet\\u2019s ducks lay 16 eggs per day. She eats three for breakfast every morning and bakes \u001b[0m    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmuffins for her friends every day with four. She sells the remainder at the farmers' market daily for $2 per \u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mfresh duck egg. How much in dollars does she make every day at the farmers' market?\", \"role\": \"Math Problem \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mSpecialist\", \"goal\": \"To accurately calculate the numerical answer to the given mathematical problem\", \u001b[0m        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m\"expected_output\": \"A precise numerical value that solves the problem\", \"imperative\": \"Read the problem \u001b[0m       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mstatement carefully, identify the key mathematical elements, and apply the relevant mathematical operations \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mto arrive at the correct numerical answer\"}\u001b[0m                                                                    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Task:                                                                                                          │\n",
+       "│   SOURCE:                                                                                                       │\n",
+       "│  {\"question\": \"A robe takes 2 bolts of blue fiber and half that much white fiber.  How many bolts in total      │\n",
+       "│  does it take?\", \"role\": \"Math Problem Specialist\", \"goal\": \"To accurately calculate the numerical answer to    │\n",
+       "│  the given mathematical problem\", \"expected_output\": \"A precise numerical value that solves the problem\",       │\n",
+       "│  \"imperative\": \"Read the problem statement carefully, identify the key mathematical elements, and apply the     │\n",
+       "│  relevant mathematical operations to arrive at the correct numerical answer\"}                                   │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m                                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m SOURCE:\u001b[0m                                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m{\"question\": \"A robe takes 2 bolts of blue fiber and half that much white fiber.  How many bolts in total \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mdoes it take?\", \"role\": \"Math Problem Specialist\", \"goal\": \"To accurately calculate the numerical answer to \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mthe given mathematical problem\", \"expected_output\": \"A precise numerical value that solves the problem\", \u001b[0m      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m\"imperative\": \"Read the problem statement carefully, identify the key mathematical elements, and apply the \u001b[0m    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mrelevant mathematical operations to arrive at the correct numerical answer\"}\u001b[0m                                   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
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+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find the total number of bolts, we first need to calculate the amount of white fiber   │\n",
+       "│  required, which is half the amount of blue fiber. Since the robe takes 2 bolts of blue fiber, the amount of    │\n",
+       "│  white fiber is 2 / 2 = 1 bolt. Then, we add the amount of blue fiber and white fiber to get the total number   │\n",
+       "│  of bolts.\",                                                                                                    │\n",
+       "│    \"response_answer\": \"The total number of bolts required is 2 (blue fiber) + 1 (white fiber) = 3 bolts.\"       │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find the total number of bolts, we first need to calculate the amount of white fiber \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mrequired, which is half the amount of blue fiber. Since the robe takes 2 bolts of blue fiber, the amount of \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mwhite fiber is 2 / 2 = 1 bolt. Then, we add the amount of blue fiber and white fiber to get the total number \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mof bolts.\",\u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"The total number of bolts required is 2 (blue fiber) + 1 (white fiber) = 3 bolts.\"\u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: b24d0cc5-37f4-4cfd-9847-ea33f7c6426e                                                                     │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mb24d0cc5-37f4-4cfd-9847-ea33f7c6426e\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "\n"
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+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 6a280efa-816f-49a1-ae00-5fa067f556f3                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find the total number of bolts, we first need to calculate the amount of white fiber   │\n",
+       "│  required, which is half the amount of blue fiber. Since the robe takes 2 bolts of blue fiber, the amount of    │\n",
+       "│  white fiber is 2 / 2 = 1 bolt. Then, we add the amount of blue fiber and white fiber to get the total number   │\n",
+       "│  of bolts.\",                                                                                                    │\n",
+       "│    \"response_answer\": \"The total number of bolts required is 2 (blue fiber) + 1 (white fiber) = 3 bolts.\"       │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m6a280efa-816f-49a1-ae00-5fa067f556f3\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find the total number of bolts, we first need to calculate the amount of white fiber \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mrequired, which is half the amount of blue fiber. Since the robe takes 2 bolts of blue fiber, the amount of \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mwhite fiber is 2 / 2 = 1 bolt. Then, we add the amount of blue fiber and white fiber to get the total number \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mof bolts.\",\u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"The total number of bolts required is 2 (blue fiber) + 1 (white fiber) = 3 bolts.\"\u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
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+     "output_type": "display_data"
+    },
+    {
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+      "text/html": [
+       "
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+       "
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+       "\n"
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+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To solve this problem, we first need to calculate the total number of eggs laid by        │\n",
+       "│  Janet's ducks per day, which is given as 16. Then, we subtract the eggs she eats for breakfast, which is 3,    │\n",
+       "│  and the eggs she uses for baking muffins, which is 4. This gives us the total number of eggs she sells at the  │\n",
+       "│  farmers' market. We then multiply this number by the price per egg, which is $2, to find out how much she      │\n",
+       "│  makes every day.\",                                                                                             │\n",
+       "│    \"response_answer\": \"Let's do the math: 16 (total eggs) - 3 (eggs for breakfast) - 4 (eggs for muffins) = 9   │\n",
+       "│  eggs sold. Then, 9 eggs * $2 per egg = $18. So, Janet makes $18 every day at the farmers' market.\"             │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To solve this problem, we first need to calculate the total number of eggs laid by \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mJanet's ducks per day, which is given as 16. Then, we subtract the eggs she eats for breakfast, which is 3, \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mand the eggs she uses for baking muffins, which is 4. This gives us the total number of eggs she sells at the\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mfarmers' market. We then multiply this number by the price per egg, which is $2, to find out how much she \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mmakes every day.\",\u001b[0m                                                                                             \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"Let's do the math: 16 (total eggs) - 3 (eggs for breakfast) - 4 (eggs for muffins) = 9 \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92meggs sold. Then, 9 eggs * $2 per egg = $18. So, Janet makes $18 every day at the farmers' market.\"\u001b[0m             \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+    {
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+       "
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+       "
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+       "\n"
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+       "
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+      ],
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+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 6c4bdba6-92c7-4117-ab8b-fbbbebd884d2                                                                     │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m6c4bdba6-92c7-4117-ab8b-fbbbebd884d2\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
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+       "\n"
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+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 6e47b400-a14f-4480-8255-32f79263f7b9                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To solve this problem, we first need to calculate the total number of eggs laid by        │\n",
+       "│  Janet's ducks per day, which is given as 16. Then, we subtract the eggs she eats for breakfast, which is 3,    │\n",
+       "│  and the eggs she uses for baking muffins, which is 4. This gives us the total number of eggs she sells at the  │\n",
+       "│  farmers' market. We then multiply this number by the price per egg, which is $2, to find out how much she      │\n",
+       "│  makes every day.\",                                                                                             │\n",
+       "│    \"response_answer\": \"Let's do the math: 16 (total eggs) - 3 (eggs for breakfast) - 4 (eggs for muffins) = 9   │\n",
+       "│  eggs sold. Then, 9 eggs * $2 per egg = $18. So, Janet makes $18 every day at the farmers' market.\"             │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m6e47b400-a14f-4480-8255-32f79263f7b9\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To solve this problem, we first need to calculate the total number of eggs laid by \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mJanet's ducks per day, which is given as 16. Then, we subtract the eggs she eats for breakfast, which is 3, \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mand the eggs she uses for baking muffins, which is 4. This gives us the total number of eggs she sells at the\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mfarmers' market. We then multiply this number by the price per egg, which is $2, to find out how much she \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mmakes every day.\",\u001b[0m                                                                                             \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"Let's do the math: 16 (total eggs) - 3 (eggs for breakfast) - 4 (eggs for muffins) = 9 \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37meggs sold. Then, 9 eggs * $2 per egg = $18. So, Janet makes $18 every day at the farmers' market.\"\u001b[0m             \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:20:03.487740-0400 DEBUG Processed 2 states in 6.347774505615234 seconds\n",
+      "2025-09-11T10:20:03.488965-0400 DEBUG 2 states processed in 3.173887252807617 seconds average per state ...\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 28e73c40-3c7f-427f-8ce9-eaa51fbcb970                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[36m28e73c40-3c7f-427f-8ce9-eaa51fbcb970\u001b[0m                                                                       \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 4596a1a3-0a9e-4c4a-95ab-6f9c6288e9d4                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[36m4596a1a3-0a9e-4c4a-95ab-6f9c6288e9d4\u001b[0m                                                                       \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Task:                                                                                                          │\n",
+       "│   SOURCE:                                                                                                       │\n",
+       "│  {\"question\": \"Josh decides to try flipping a house.  He buys a house for $80,000 and then puts in $50,000 in   │\n",
+       "│  repairs.  This increased the value of the house by 150%.  How much profit did he make?\", \"role\": \"Math         │\n",
+       "│  Problem Specialist\", \"goal\": \"To accurately calculate the numerical answer to the given mathematical           │\n",
+       "│  problem\", \"expected_output\": \"A precise numerical value that solves the problem\", \"imperative\": \"Read the      │\n",
+       "│  problem statement carefully, identify the key mathematical elements, and apply the relevant mathematical       │\n",
+       "│  operations to arrive at the correct numerical answer\"}                                                         │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m                                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m SOURCE:\u001b[0m                                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m{\"question\": \"Josh decides to try flipping a house.  He buys a house for $80,000 and then puts in $50,000 in \u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mrepairs.  This increased the value of the house by 150%.  How much profit did he make?\", \"role\": \"Math \u001b[0m        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mProblem Specialist\", \"goal\": \"To accurately calculate the numerical answer to the given mathematical \u001b[0m          \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mproblem\", \"expected_output\": \"A precise numerical value that solves the problem\", \"imperative\": \"Read the \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mproblem statement carefully, identify the key mathematical elements, and apply the relevant mathematical \u001b[0m      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92moperations to arrive at the correct numerical answer\"}\u001b[0m                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+      "text/html": [
+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Task:                                                                                                          │\n",
+       "│   SOURCE:                                                                                                       │\n",
+       "│  {\"question\": \"James decides to run 3 sprints 3 times a week.  He runs 60 meters each sprint.  How many total   │\n",
+       "│  meters does he run a week?\", \"role\": \"Math Problem Specialist\", \"goal\": \"To accurately calculate the           │\n",
+       "│  numerical answer to the given mathematical problem\", \"expected_output\": \"A precise numerical value that        │\n",
+       "│  solves the problem\", \"imperative\": \"Read the problem statement carefully, identify the key mathematical        │\n",
+       "│  elements, and apply the relevant mathematical operations to arrive at the correct numerical answer\"}           │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m                                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m SOURCE:\u001b[0m                                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m{\"question\": \"James decides to run 3 sprints 3 times a week.  He runs 60 meters each sprint.  How many total \u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmeters does he run a week?\", \"role\": \"Math Problem Specialist\", \"goal\": \"To accurately calculate the \u001b[0m          \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mnumerical answer to the given mathematical problem\", \"expected_output\": \"A precise numerical value that \u001b[0m       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msolves the problem\", \"imperative\": \"Read the problem statement carefully, identify the key mathematical \u001b[0m       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92melements, and apply the relevant mathematical operations to arrive at the correct numerical answer\"}\u001b[0m           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+    {
+     "data": {
+      "text/html": [
+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find the total meters James runs a week, we need to calculate the total meters he      │\n",
+       "│  runs in one day and then multiply it by the number of days he runs in a week. James runs 3 sprints a day, and  │\n",
+       "│  each sprint is 60 meters. So, the total meters he runs in one day is 3 * 60 = 180 meters. Since he runs 3      │\n",
+       "│  times a week, the total meters he runs a week is 180 * 3 = 540 meters.\",                                       │\n",
+       "│    \"response_answer\": \"540\"                                                                                     │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find the total meters James runs a week, we need to calculate the total meters he \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mruns in one day and then multiply it by the number of days he runs in a week. James runs 3 sprints a day, and\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92meach sprint is 60 meters. So, the total meters he runs in one day is 3 * 60 = 180 meters. Since he runs 3 \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mtimes a week, the total meters he runs a week is 180 * 3 = 540 meters.\",\u001b[0m                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"540\"\u001b[0m                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+    },
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+       "
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+       "
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+      ],
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+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 74f5eafc-3cea-480a-ac2a-f3d255d43182                                                                     │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m74f5eafc-3cea-480a-ac2a-f3d255d43182\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+     "output_type": "display_data"
+    },
+    {
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+      "text/html": [
+       "
\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 4596a1a3-0a9e-4c4a-95ab-6f9c6288e9d4                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find the total meters James runs a week, we need to calculate the total meters he      │\n",
+       "│  runs in one day and then multiply it by the number of days he runs in a week. James runs 3 sprints a day, and  │\n",
+       "│  each sprint is 60 meters. So, the total meters he runs in one day is 3 * 60 = 180 meters. Since he runs 3      │\n",
+       "│  times a week, the total meters he runs a week is 180 * 3 = 540 meters.\",                                       │\n",
+       "│    \"response_answer\": \"540\"                                                                                     │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m4596a1a3-0a9e-4c4a-95ab-6f9c6288e9d4\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find the total meters James runs a week, we need to calculate the total meters he \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mruns in one day and then multiply it by the number of days he runs in a week. James runs 3 sprints a day, and\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37meach sprint is 60 meters. So, the total meters he runs in one day is 3 * 60 = 180 meters. Since he runs 3 \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mtimes a week, the total meters he runs a week is 180 * 3 = 540 meters.\",\u001b[0m                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"540\"\u001b[0m                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
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+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To calculate the profit made by Josh, we first need to determine the original cost of     │\n",
+       "│  the house and the repairs, and then calculate the new value of the house after the repairs. The original cost  │\n",
+       "│  of the house is $80,000, and Josh puts in $50,000 in repairs. The total cost price is $80,000 + $50,000 =      │\n",
+       "│  $130,000. The repairs increased the value of the house by 150%. To find the new value of the house, we         │\n",
+       "│  calculate 150% of the original cost of the house, which is $80,000 * 1.5 = $120,000, and then add this to the  │\n",
+       "│  original cost of the house. However, the increase in value is based on the original purchase price, not the    │\n",
+       "│  total cost after repairs. So, the new value of the house is $80,000 + $120,000 = $200,000. The profit made is  │\n",
+       "│  the new value of the house minus the total cost price, which is $200,000 - $130,000 = $70,000.\",               │\n",
+       "│    \"response_answer\": \"$70,000\"                                                                                 │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To calculate the profit made by Josh, we first need to determine the original cost of \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mthe house and the repairs, and then calculate the new value of the house after the repairs. The original cost\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mof the house is $80,000, and Josh puts in $50,000 in repairs. The total cost price is $80,000 + $50,000 = \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m$130,000. The repairs increased the value of the house by 150%. To find the new value of the house, we \u001b[0m        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mcalculate 150% of the original cost of the house, which is $80,000 * 1.5 = $120,000, and then add this to the\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92moriginal cost of the house. However, the increase in value is based on the original purchase price, not the \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mtotal cost after repairs. So, the new value of the house is $80,000 + $120,000 = $200,000. The profit made is\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mthe new value of the house minus the total cost price, which is $200,000 - $130,000 = $70,000.\",\u001b[0m               \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"$70,000\"\u001b[0m                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+       "\n"
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+       "
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+      ],
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+     },
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+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 73c120b4-c601-4520-bade-b6921290064c                                                                     │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m73c120b4-c601-4520-bade-b6921290064c\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
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+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 28e73c40-3c7f-427f-8ce9-eaa51fbcb970                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To calculate the profit made by Josh, we first need to determine the original cost of     │\n",
+       "│  the house and the repairs, and then calculate the new value of the house after the repairs. The original cost  │\n",
+       "│  of the house is $80,000, and Josh puts in $50,000 in repairs. The total cost price is $80,000 + $50,000 =      │\n",
+       "│  $130,000. The repairs increased the value of the house by 150%. To find the new value of the house, we         │\n",
+       "│  calculate 150% of the original cost of the house, which is $80,000 * 1.5 = $120,000, and then add this to the  │\n",
+       "│  original cost of the house. However, the increase in value is based on the original purchase price, not the    │\n",
+       "│  total cost after repairs. So, the new value of the house is $80,000 + $120,000 = $200,000. The profit made is  │\n",
+       "│  the new value of the house minus the total cost price, which is $200,000 - $130,000 = $70,000.\",               │\n",
+       "│    \"response_answer\": \"$70,000\"                                                                                 │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m28e73c40-3c7f-427f-8ce9-eaa51fbcb970\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To calculate the profit made by Josh, we first need to determine the original cost of \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mthe house and the repairs, and then calculate the new value of the house after the repairs. The original cost\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mof the house is $80,000, and Josh puts in $50,000 in repairs. The total cost price is $80,000 + $50,000 = \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m$130,000. The repairs increased the value of the house by 150%. To find the new value of the house, we \u001b[0m        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mcalculate 150% of the original cost of the house, which is $80,000 * 1.5 = $120,000, and then add this to the\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37moriginal cost of the house. However, the increase in value is based on the original purchase price, not the \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mtotal cost after repairs. So, the new value of the house is $80,000 + $120,000 = $200,000. The profit made is\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mthe new value of the house minus the total cost price, which is $200,000 - $130,000 = $70,000.\",\u001b[0m               \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"$70,000\"\u001b[0m                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n",
+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:20:12.707005-0400 DEBUG Processed 2 states in 9.21710753440857 seconds\n",
+      "2025-09-11T10:20:12.708619-0400 DEBUG 4 states processed in 4.608553767204285 seconds average per state ...\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 43f9667f-4791-4d2b-b932-ad167c2ae6fa                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[36m43f9667f-4791-4d2b-b932-ad167c2ae6fa\u001b[0m                                                                       \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
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+     },
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+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 3b68d8c1-08d4-4811-83cc-a588f3035710                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[36m3b68d8c1-08d4-4811-83cc-a588f3035710\u001b[0m                                                                       \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Task:                                                                                                          │\n",
+       "│   SOURCE:                                                                                                       │\n",
+       "│  {\"question\": \"Kylar went to the store to buy glasses for his new apartment. One glass costs $5, but every      │\n",
+       "│  second glass costs only 60% of the price. Kylar wants to buy 16 glasses. How much does he need to pay for      │\n",
+       "│  them?\", \"role\": \"Math Problem Specialist\", \"goal\": \"To accurately calculate the numerical answer to the given  │\n",
+       "│  mathematical problem\", \"expected_output\": \"A precise numerical value that solves the problem\", \"imperative\":   │\n",
+       "│  \"Read the problem statement carefully, identify the key mathematical elements, and apply the relevant          │\n",
+       "│  mathematical operations to arrive at the correct numerical answer\"}                                            │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m                                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m SOURCE:\u001b[0m                                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m{\"question\": \"Kylar went to the store to buy glasses for his new apartment. One glass costs $5, but every \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msecond glass costs only 60% of the price. Kylar wants to buy 16 glasses. How much does he need to pay for \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mthem?\", \"role\": \"Math Problem Specialist\", \"goal\": \"To accurately calculate the numerical answer to the given\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmathematical problem\", \"expected_output\": \"A precise numerical value that solves the problem\", \"imperative\": \u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m\"Read the problem statement carefully, identify the key mathematical elements, and apply the relevant \u001b[0m         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmathematical operations to arrive at the correct numerical answer\"}\u001b[0m                                            \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Task:                                                                                                          │\n",
+       "│   SOURCE:                                                                                                       │\n",
+       "│  {\"question\": \"Every day, Wendi feeds each of her chickens three cups of mixed chicken feed, containing seeds,  │\n",
+       "│  mealworms and vegetables to help keep them healthy.  She gives the chickens their feed in three separate       │\n",
+       "│  meals. In the morning, she gives her flock of chickens 15 cups of feed.  In the afternoon, she gives her       │\n",
+       "│  chickens another 25 cups of feed.  How many cups of feed does she need to give her chickens in the final meal  │\n",
+       "│  of the day if the size of Wendi's flock is 20 chickens?\", \"role\": \"Math Problem Specialist\", \"goal\": \"To       │\n",
+       "│  accurately calculate the numerical answer to the given mathematical problem\", \"expected_output\": \"A precise    │\n",
+       "│  numerical value that solves the problem\", \"imperative\": \"Read the problem statement carefully, identify the    │\n",
+       "│  key mathematical elements, and apply the relevant mathematical operations to arrive at the correct numerical   │\n",
+       "│  answer\"}                                                                                                       │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m                                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m SOURCE:\u001b[0m                                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m{\"question\": \"Every day, Wendi feeds each of her chickens three cups of mixed chicken feed, containing seeds,\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmealworms and vegetables to help keep them healthy.  She gives the chickens their feed in three separate \u001b[0m      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmeals. In the morning, she gives her flock of chickens 15 cups of feed.  In the afternoon, she gives her \u001b[0m      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mchickens another 25 cups of feed.  How many cups of feed does she need to give her chickens in the final meal\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mof the day if the size of Wendi's flock is 20 chickens?\", \"role\": \"Math Problem Specialist\", \"goal\": \"To \u001b[0m      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92maccurately calculate the numerical answer to the given mathematical problem\", \"expected_output\": \"A precise \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mnumerical value that solves the problem\", \"imperative\": \"Read the problem statement carefully, identify the \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mkey mathematical elements, and apply the relevant mathematical operations to arrive at the correct numerical \u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92manswer\"}\u001b[0m                                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To calculate the total cost of the glasses, we first need to determine the cost of the    │\n",
+       "│  first glass and the cost of every second glass. The first glass costs $5. Every second glass costs 60% of $5,  │\n",
+       "│  which is $3. Since Kylar wants to buy 16 glasses, we can calculate the total cost by adding the cost of the    │\n",
+       "│  first glass, the cost of every second glass, and so on. There will be 8 glasses at $5 each and 8 glasses at    │\n",
+       "│  $3 each. The total cost is (8 * $5) + (8 * $3) = $40 + $24 = $64.\",                                            │\n",
+       "│    \"response_answer\": \"64\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To calculate the total cost of the glasses, we first need to determine the cost of the \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mfirst glass and the cost of every second glass. The first glass costs $5. Every second glass costs 60% of $5,\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mwhich is $3. Since Kylar wants to buy 16 glasses, we can calculate the total cost by adding the cost of the \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mfirst glass, the cost of every second glass, and so on. There will be 8 glasses at $5 each and 8 glasses at \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m$3 each. The total cost is (8 * $5) + (8 * $3) = $40 + $24 = $64.\",\u001b[0m                                            \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"64\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 271e9064-97a1-4258-9f0b-b928926966b2                                                                     │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m271e9064-97a1-4258-9f0b-b928926966b2\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "\n"
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+    {
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+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 43f9667f-4791-4d2b-b932-ad167c2ae6fa                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To calculate the total cost of the glasses, we first need to determine the cost of the    │\n",
+       "│  first glass and the cost of every second glass. The first glass costs $5. Every second glass costs 60% of $5,  │\n",
+       "│  which is $3. Since Kylar wants to buy 16 glasses, we can calculate the total cost by adding the cost of the    │\n",
+       "│  first glass, the cost of every second glass, and so on. There will be 8 glasses at $5 each and 8 glasses at    │\n",
+       "│  $3 each. The total cost is (8 * $5) + (8 * $3) = $40 + $24 = $64.\",                                            │\n",
+       "│    \"response_answer\": \"64\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m43f9667f-4791-4d2b-b932-ad167c2ae6fa\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To calculate the total cost of the glasses, we first need to determine the cost of the \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mfirst glass and the cost of every second glass. The first glass costs $5. Every second glass costs 60% of $5,\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mwhich is $3. Since Kylar wants to buy 16 glasses, we can calculate the total cost by adding the cost of the \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mfirst glass, the cost of every second glass, and so on. There will be 8 glasses at $5 each and 8 glasses at \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m$3 each. The total cost is (8 * $5) + (8 * $3) = $40 + $24 = $64.\",\u001b[0m                                            \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"64\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+     "output_type": "display_data"
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+       "
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+    },
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+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find out how many cups of feed Wendi needs to give her chickens in the final meal of   │\n",
+       "│  the day, we first need to calculate the total amount of feed each chicken gets in a day and then multiply      │\n",
+       "│  that by the number of chickens. Since each chicken gets 3 cups of feed per day and there are 20 chickens, the  │\n",
+       "│  total daily feed is 3 cups/chicken * 20 chickens = 60 cups. Wendi gives her chickens 15 cups in the morning    │\n",
+       "│  and 25 cups in the afternoon, which totals to 15 cups + 25 cups = 40 cups. Therefore, the amount of feed       │\n",
+       "│  needed for the final meal is 60 cups (total daily feed) - 40 cups (feed already given) = 20 cups.\",            │\n",
+       "│    \"response_answer\": \"20\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find out how many cups of feed Wendi needs to give her chickens in the final meal of \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mthe day, we first need to calculate the total amount of feed each chicken gets in a day and then multiply \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mthat by the number of chickens. Since each chicken gets 3 cups of feed per day and there are 20 chickens, the\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mtotal daily feed is 3 cups/chicken * 20 chickens = 60 cups. Wendi gives her chickens 15 cups in the morning \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mand 25 cups in the afternoon, which totals to 15 cups + 25 cups = 40 cups. Therefore, the amount of feed \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mneeded for the final meal is 60 cups (total daily feed) - 40 cups (feed already given) = 20 cups.\",\u001b[0m            \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"20\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 51525ce5-d80f-42be-b0d7-725c2e16054a                                                                     │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m51525ce5-d80f-42be-b0d7-725c2e16054a\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 3b68d8c1-08d4-4811-83cc-a588f3035710                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find out how many cups of feed Wendi needs to give her chickens in the final meal of   │\n",
+       "│  the day, we first need to calculate the total amount of feed each chicken gets in a day and then multiply      │\n",
+       "│  that by the number of chickens. Since each chicken gets 3 cups of feed per day and there are 20 chickens, the  │\n",
+       "│  total daily feed is 3 cups/chicken * 20 chickens = 60 cups. Wendi gives her chickens 15 cups in the morning    │\n",
+       "│  and 25 cups in the afternoon, which totals to 15 cups + 25 cups = 40 cups. Therefore, the amount of feed       │\n",
+       "│  needed for the final meal is 60 cups (total daily feed) - 40 cups (feed already given) = 20 cups.\",            │\n",
+       "│    \"response_answer\": \"20\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m3b68d8c1-08d4-4811-83cc-a588f3035710\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find out how many cups of feed Wendi needs to give her chickens in the final meal of \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mthe day, we first need to calculate the total amount of feed each chicken gets in a day and then multiply \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mthat by the number of chickens. Since each chicken gets 3 cups of feed per day and there are 20 chickens, the\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mtotal daily feed is 3 cups/chicken * 20 chickens = 60 cups. Wendi gives her chickens 15 cups in the morning \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mand 25 cups in the afternoon, which totals to 15 cups + 25 cups = 40 cups. Therefore, the amount of feed \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mneeded for the final meal is 60 cups (total daily feed) - 40 cups (feed already given) = 20 cups.\",\u001b[0m            \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"20\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+    },
+    {
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+       "
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+       "\n"
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+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:20:17.874345-0400 DEBUG Processed 2 states in 5.163955211639404 seconds\n",
+      "2025-09-11T10:20:17.875650-0400 DEBUG 6 states processed in 2.581977605819702 seconds average per state ...\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 98fa22d1-d3df-41b2-b6ff-c3d368397645                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
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╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 1f3d9efe-2d37-4be5-8f87-5ac228371d01                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Task:                                                                                                          │\n",
+       "│   SOURCE:                                                                                                       │\n",
+       "│  {\"question\": \"Toulouse has twice as many sheep as Charleston. Charleston has 4 times as many sheep as          │\n",
+       "│  Seattle. How many sheep do Toulouse, Charleston, and Seattle have together if Seattle has 20 sheep?\", \"role\":  │\n",
+       "│  \"Math Problem Specialist\", \"goal\": \"To accurately calculate the numerical answer to the given mathematical     │\n",
+       "│  problem\", \"expected_output\": \"A precise numerical value that solves the problem\", \"imperative\": \"Read the      │\n",
+       "│  problem statement carefully, identify the key mathematical elements, and apply the relevant mathematical       │\n",
+       "│  operations to arrive at the correct numerical answer\"}                                                         │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m                                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m SOURCE:\u001b[0m                                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m{\"question\": \"Toulouse has twice as many sheep as Charleston. Charleston has 4 times as many sheep as \u001b[0m         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mSeattle. How many sheep do Toulouse, Charleston, and Seattle have together if Seattle has 20 sheep?\", \"role\":\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m\"Math Problem Specialist\", \"goal\": \"To accurately calculate the numerical answer to the given mathematical \u001b[0m    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mproblem\", \"expected_output\": \"A precise numerical value that solves the problem\", \"imperative\": \"Read the \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mproblem statement carefully, identify the key mathematical elements, and apply the relevant mathematical \u001b[0m      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92moperations to arrive at the correct numerical answer\"}\u001b[0m                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
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+       "\n"
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+       "
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+    {
+     "data": {
+      "text/html": [
+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Task:                                                                                                          │\n",
+       "│   SOURCE:                                                                                                       │\n",
+       "│  {\"question\": \"Carla is downloading a 200 GB file. Normally she can download 2 GB/minute, but 40% of the way    │\n",
+       "│  through the download, Windows forces a restart to install updates, which takes 20 minutes. Then Carla has to   │\n",
+       "│  restart the download from the beginning. How load does it take to download the file?\", \"role\": \"Math Problem   │\n",
+       "│  Specialist\", \"goal\": \"To accurately calculate the numerical answer to the given mathematical problem\",         │\n",
+       "│  \"expected_output\": \"A precise numerical value that solves the problem\", \"imperative\": \"Read the problem        │\n",
+       "│  statement carefully, identify the key mathematical elements, and apply the relevant mathematical operations    │\n",
+       "│  to arrive at the correct numerical answer\"}                                                                    │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m                                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m SOURCE:\u001b[0m                                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m{\"question\": \"Carla is downloading a 200 GB file. Normally she can download 2 GB/minute, but 40% of the way \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mthrough the download, Windows forces a restart to install updates, which takes 20 minutes. Then Carla has to \u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mrestart the download from the beginning. How load does it take to download the file?\", \"role\": \"Math Problem \u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mSpecialist\", \"goal\": \"To accurately calculate the numerical answer to the given mathematical problem\", \u001b[0m        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m\"expected_output\": \"A precise numerical value that solves the problem\", \"imperative\": \"Read the problem \u001b[0m       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mstatement carefully, identify the key mathematical elements, and apply the relevant mathematical operations \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mto arrive at the correct numerical answer\"}\u001b[0m                                                                    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+     "output_type": "display_data"
+    },
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+       "
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+       "
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+       "\n"
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+    {
+     "data": {
+      "text/html": [
+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To solve this problem, we first need to establish the number of sheep in each city based  │\n",
+       "│  on the given relationships. Seattle has 20 sheep. Charleston has 4 times as many sheep as Seattle, so          │\n",
+       "│  Charleston has 4 * 20 = 80 sheep. Toulouse has twice as many sheep as Charleston, which means Toulouse has 2   │\n",
+       "│  * 80 = 160 sheep. To find the total number of sheep in all three cities, we add the number of sheep in         │\n",
+       "│  Seattle, Charleston, and Toulouse: 20 (Seattle) + 80 (Charleston) + 160 (Toulouse) = 260 sheep.\",              │\n",
+       "│    \"response_answer\": \"260\"                                                                                     │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To solve this problem, we first need to establish the number of sheep in each city based\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mon the given relationships. Seattle has 20 sheep. Charleston has 4 times as many sheep as Seattle, so \u001b[0m         \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mCharleston has 4 * 20 = 80 sheep. Toulouse has twice as many sheep as Charleston, which means Toulouse has 2 \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m* 80 = 160 sheep. To find the total number of sheep in all three cities, we add the number of sheep in \u001b[0m        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mSeattle, Charleston, and Toulouse: 20 (Seattle) + 80 (Charleston) + 160 (Toulouse) = 260 sheep.\",\u001b[0m              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"260\"\u001b[0m                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
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+     "output_type": "display_data"
+    },
+    {
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+      "text/html": [
+       "
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+       "
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+      ],
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+       "\n"
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+       "
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+     },
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+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 5ad487a4-422f-478f-ac5f-722025cf8477                                                                     │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m5ad487a4-422f-478f-ac5f-722025cf8477\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
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+       "
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+      ],
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+       "\n"
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+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 98fa22d1-d3df-41b2-b6ff-c3d368397645                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To solve this problem, we first need to establish the number of sheep in each city based  │\n",
+       "│  on the given relationships. Seattle has 20 sheep. Charleston has 4 times as many sheep as Seattle, so          │\n",
+       "│  Charleston has 4 * 20 = 80 sheep. Toulouse has twice as many sheep as Charleston, which means Toulouse has 2   │\n",
+       "│  * 80 = 160 sheep. To find the total number of sheep in all three cities, we add the number of sheep in         │\n",
+       "│  Seattle, Charleston, and Toulouse: 20 (Seattle) + 80 (Charleston) + 160 (Toulouse) = 260 sheep.\",              │\n",
+       "│    \"response_answer\": \"260\"                                                                                     │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m98fa22d1-d3df-41b2-b6ff-c3d368397645\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To solve this problem, we first need to establish the number of sheep in each city based\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mon the given relationships. Seattle has 20 sheep. Charleston has 4 times as many sheep as Seattle, so \u001b[0m         \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mCharleston has 4 * 20 = 80 sheep. Toulouse has twice as many sheep as Charleston, which means Toulouse has 2 \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m* 80 = 160 sheep. To find the total number of sheep in all three cities, we add the number of sheep in \u001b[0m        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mSeattle, Charleston, and Toulouse: 20 (Seattle) + 80 (Charleston) + 160 (Toulouse) = 260 sheep.\",\u001b[0m              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"260\"\u001b[0m                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+     "output_type": "display_data"
+    },
+    {
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+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
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+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To solve this problem, we first need to calculate how much of the file Carla downloads    │\n",
+       "│  before the restart. Since she downloads 2 GB per minute and the restart occurs 40% of the way through the 200  │\n",
+       "│  GB file, we calculate 40% of 200 GB to find the amount downloaded before the restart. 40% of 200 GB is 0.4 *   │\n",
+       "│  200 = 80 GB. Then, we calculate how long it takes to download this 80 GB at a rate of 2 GB per minute, which   │\n",
+       "│  is 80 GB / 2 GB/minute = 40 minutes. After the restart, Carla has to download the entire 200 GB file again.    │\n",
+       "│  The time to download the entire file is 200 GB / 2 GB/minute = 100 minutes. Adding the 20 minutes for the      │\n",
+       "│  restart, the total time is 40 minutes (before restart) + 20 minutes (restart time) + 100 minutes (download     │\n",
+       "│  time after restart) = 160 minutes.\",                                                                           │\n",
+       "│    \"response_answer\": \"160\"                                                                                     │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To solve this problem, we first need to calculate how much of the file Carla downloads \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mbefore the restart. Since she downloads 2 GB per minute and the restart occurs 40% of the way through the 200\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mGB file, we calculate 40% of 200 GB to find the amount downloaded before the restart. 40% of 200 GB is 0.4 * \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m200 = 80 GB. Then, we calculate how long it takes to download this 80 GB at a rate of 2 GB per minute, which \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mis 80 GB / 2 GB/minute = 40 minutes. After the restart, Carla has to download the entire 200 GB file again. \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mThe time to download the entire file is 200 GB / 2 GB/minute = 100 minutes. Adding the 20 minutes for the \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mrestart, the total time is 40 minutes (before restart) + 20 minutes (restart time) + 100 minutes (download \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mtime after restart) = 160 minutes.\",\u001b[0m                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"160\"\u001b[0m                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+     "output_type": "display_data"
+    },
+    {
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+      "text/html": [
+       "
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+       "
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+      ],
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+       "\n"
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+       "
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╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: d3ca320e-1c38-480c-87f3-d6329d1b807b                                                                     │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32md3ca320e-1c38-480c-87f3-d6329d1b807b\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 1f3d9efe-2d37-4be5-8f87-5ac228371d01                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To solve this problem, we first need to calculate how much of the file Carla downloads    │\n",
+       "│  before the restart. Since she downloads 2 GB per minute and the restart occurs 40% of the way through the 200  │\n",
+       "│  GB file, we calculate 40% of 200 GB to find the amount downloaded before the restart. 40% of 200 GB is 0.4 *   │\n",
+       "│  200 = 80 GB. Then, we calculate how long it takes to download this 80 GB at a rate of 2 GB per minute, which   │\n",
+       "│  is 80 GB / 2 GB/minute = 40 minutes. After the restart, Carla has to download the entire 200 GB file again.    │\n",
+       "│  The time to download the entire file is 200 GB / 2 GB/minute = 100 minutes. Adding the 20 minutes for the      │\n",
+       "│  restart, the total time is 40 minutes (before restart) + 20 minutes (restart time) + 100 minutes (download     │\n",
+       "│  time after restart) = 160 minutes.\",                                                                           │\n",
+       "│    \"response_answer\": \"160\"                                                                                     │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m1f3d9efe-2d37-4be5-8f87-5ac228371d01\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To solve this problem, we first need to calculate how much of the file Carla downloads \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mbefore the restart. Since she downloads 2 GB per minute and the restart occurs 40% of the way through the 200\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mGB file, we calculate 40% of 200 GB to find the amount downloaded before the restart. 40% of 200 GB is 0.4 * \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m200 = 80 GB. Then, we calculate how long it takes to download this 80 GB at a rate of 2 GB per minute, which \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mis 80 GB / 2 GB/minute = 40 minutes. After the restart, Carla has to download the entire 200 GB file again. \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mThe time to download the entire file is 200 GB / 2 GB/minute = 100 minutes. Adding the 20 minutes for the \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mrestart, the total time is 40 minutes (before restart) + 20 minutes (restart time) + 100 minutes (download \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mtime after restart) = 160 minutes.\",\u001b[0m                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"160\"\u001b[0m                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
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+     "output_type": "display_data"
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+    {
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+       "
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+       "
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+       "\n"
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+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:20:23.797195-0400 DEBUG Processed 2 states in 5.920292615890503 seconds\n",
+      "2025-09-11T10:20:23.798490-0400 DEBUG 8 states processed in 2.9601463079452515 seconds average per state ...\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 353fe6a0-038c-4211-ac4b-99bac6fc4a8c                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
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╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: e023d44b-7a1b-4ab4-95fe-2d62872c5b09                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Task:                                                                                                          │\n",
+       "│   SOURCE:                                                                                                       │\n",
+       "│  {\"question\": \"John drives for 3 hours at a speed of 60 mph and then turns around because he realizes he        │\n",
+       "│  forgot something very important at home.  He tries to get home in 4 hours but spends the first 2 hours in      │\n",
+       "│  standstill traffic.  He spends the next half-hour driving at a speed of 30mph, before being able to drive the  │\n",
+       "│  remaining time of the 4 hours going at 80 mph.  How far is he from home at the end of those 4 hours?\",         │\n",
+       "│  \"role\": \"Math Problem Specialist\", \"goal\": \"To accurately calculate the numerical answer to the given          │\n",
+       "│  mathematical problem\", \"expected_output\": \"A precise numerical value that solves the problem\", \"imperative\":   │\n",
+       "│  \"Read the problem statement carefully, identify the key mathematical elements, and apply the relevant          │\n",
+       "│  mathematical operations to arrive at the correct numerical answer\"}                                            │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m                                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m SOURCE:\u001b[0m                                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m{\"question\": \"John drives for 3 hours at a speed of 60 mph and then turns around because he realizes he \u001b[0m       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mforgot something very important at home.  He tries to get home in 4 hours but spends the first 2 hours in \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mstandstill traffic.  He spends the next half-hour driving at a speed of 30mph, before being able to drive the\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mremaining time of the 4 hours going at 80 mph.  How far is he from home at the end of those 4 hours?\", \u001b[0m        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m\"role\": \"Math Problem Specialist\", \"goal\": \"To accurately calculate the numerical answer to the given \u001b[0m         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmathematical problem\", \"expected_output\": \"A precise numerical value that solves the problem\", \"imperative\": \u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m\"Read the problem statement carefully, identify the key mathematical elements, and apply the relevant \u001b[0m         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmathematical operations to arrive at the correct numerical answer\"}\u001b[0m                                            \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+    {
+     "data": {
+      "text/html": [
+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Task:                                                                                                          │\n",
+       "│   SOURCE:                                                                                                       │\n",
+       "│  {\"question\": \"Eliza's rate per hour for the first 40 hours she works each week is $10. She also receives an    │\n",
+       "│  overtime pay of 1.2 times her regular hourly rate. If Eliza worked for 45 hours this week, how much are her    │\n",
+       "│  earnings for this week?\", \"role\": \"Math Problem Specialist\", \"goal\": \"To accurately calculate the numerical    │\n",
+       "│  answer to the given mathematical problem\", \"expected_output\": \"A precise numerical value that solves the       │\n",
+       "│  problem\", \"imperative\": \"Read the problem statement carefully, identify the key mathematical elements, and     │\n",
+       "│  apply the relevant mathematical operations to arrive at the correct numerical answer\"}                         │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m                                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m SOURCE:\u001b[0m                                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m{\"question\": \"Eliza's rate per hour for the first 40 hours she works each week is $10. She also receives an \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92movertime pay of 1.2 times her regular hourly rate. If Eliza worked for 45 hours this week, how much are her \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mearnings for this week?\", \"role\": \"Math Problem Specialist\", \"goal\": \"To accurately calculate the numerical \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92manswer to the given mathematical problem\", \"expected_output\": \"A precise numerical value that solves the \u001b[0m      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mproblem\", \"imperative\": \"Read the problem statement carefully, identify the key mathematical elements, and \u001b[0m    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mapply the relevant mathematical operations to arrive at the correct numerical answer\"}\u001b[0m                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+      "text/html": [
+       "
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+       "
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+       "\n"
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+    {
+     "data": {
+      "text/html": [
+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To calculate Eliza's earnings for this week, we need to first calculate her regular       │\n",
+       "│  earnings for the first 40 hours and then add her overtime earnings. Her regular hourly rate is $10, so for 40  │\n",
+       "│  hours, she earns 40 * $10 = $400. For the 5 hours of overtime, she earns 1.2 times her regular rate, which is  │\n",
+       "│  $10 * 1.2 = $12 per hour. So, her overtime earnings are 5 * $12 = $60. Therefore, her total earnings for this  │\n",
+       "│  week are $400 + $60 = $460.\",                                                                                  │\n",
+       "│    \"response_answer\": \"$460\"                                                                                    │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To calculate Eliza's earnings for this week, we need to first calculate her regular \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mearnings for the first 40 hours and then add her overtime earnings. Her regular hourly rate is $10, so for 40\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mhours, she earns 40 * $10 = $400. For the 5 hours of overtime, she earns 1.2 times her regular rate, which is\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m$10 * 1.2 = $12 per hour. So, her overtime earnings are 5 * $12 = $60. Therefore, her total earnings for this\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mweek are $400 + $60 = $460.\",\u001b[0m                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"$460\"\u001b[0m                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
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+       "
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+     },
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+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: cfe3c4c4-ff66-4783-91d2-ba71e1a97be0                                                                     │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcfe3c4c4-ff66-4783-91d2-ba71e1a97be0\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+    },
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+       "
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+       "
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+      ],
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+       "\n"
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+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: e023d44b-7a1b-4ab4-95fe-2d62872c5b09                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To calculate Eliza's earnings for this week, we need to first calculate her regular       │\n",
+       "│  earnings for the first 40 hours and then add her overtime earnings. Her regular hourly rate is $10, so for 40  │\n",
+       "│  hours, she earns 40 * $10 = $400. For the 5 hours of overtime, she earns 1.2 times her regular rate, which is  │\n",
+       "│  $10 * 1.2 = $12 per hour. So, her overtime earnings are 5 * $12 = $60. Therefore, her total earnings for this  │\n",
+       "│  week are $400 + $60 = $460.\",                                                                                  │\n",
+       "│    \"response_answer\": \"$460\"                                                                                    │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32me023d44b-7a1b-4ab4-95fe-2d62872c5b09\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To calculate Eliza's earnings for this week, we need to first calculate her regular \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mearnings for the first 40 hours and then add her overtime earnings. Her regular hourly rate is $10, so for 40\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mhours, she earns 40 * $10 = $400. For the 5 hours of overtime, she earns 1.2 times her regular rate, which is\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m$10 * 1.2 = $12 per hour. So, her overtime earnings are 5 * $12 = $60. Therefore, her total earnings for this\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mweek are $400 + $60 = $460.\",\u001b[0m                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"$460\"\u001b[0m                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To solve this problem, we first need to calculate the distance John covered during his    │\n",
+       "│  initial 3-hour drive at 60 mph. Distance = speed * time, so the distance covered in the first 3 hours is 60 *  │\n",
+       "│  3 = 180 miles. When John turns around, he is 180 miles away from home. During his return, he spends the first  │\n",
+       "│  2 hours in standstill traffic, so he doesn't cover any distance in those 2 hours. In the next half-hour, he    │\n",
+       "│  drives at 30 mph, so he covers 30 * 0.5 = 15 miles. After this, he has 4 - 2 - 0.5 = 1.5 hours left to drive   │\n",
+       "│  at 80 mph. The distance he covers in this time is 80 * 1.5 = 120 miles. So, in total, during his return, he    │\n",
+       "│  covers 15 + 120 = 135 miles. Since he was 180 miles away from home when he started his return, after covering  │\n",
+       "│  135 miles, he is 180 - 135 = 45 miles away from home at the end of those 4 hours.\",                            │\n",
+       "│    \"response_answer\": \"45\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To solve this problem, we first need to calculate the distance John covered during his \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92minitial 3-hour drive at 60 mph. Distance = speed * time, so the distance covered in the first 3 hours is 60 *\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m3 = 180 miles. When John turns around, he is 180 miles away from home. During his return, he spends the first\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m2 hours in standstill traffic, so he doesn't cover any distance in those 2 hours. In the next half-hour, he \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mdrives at 30 mph, so he covers 30 * 0.5 = 15 miles. After this, he has 4 - 2 - 0.5 = 1.5 hours left to drive \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mat 80 mph. The distance he covers in this time is 80 * 1.5 = 120 miles. So, in total, during his return, he \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mcovers 15 + 120 = 135 miles. Since he was 180 miles away from home when he started his return, after covering\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m135 miles, he is 180 - 135 = 45 miles away from home at the end of those 4 hours.\",\u001b[0m                            \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"45\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
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+       "\n"
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+       "
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+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 6b749cbd-1ad8-421a-8018-90b68f05a6e8                                                                     │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m6b749cbd-1ad8-421a-8018-90b68f05a6e8\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+    {
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+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 353fe6a0-038c-4211-ac4b-99bac6fc4a8c                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To solve this problem, we first need to calculate the distance John covered during his    │\n",
+       "│  initial 3-hour drive at 60 mph. Distance = speed * time, so the distance covered in the first 3 hours is 60 *  │\n",
+       "│  3 = 180 miles. When John turns around, he is 180 miles away from home. During his return, he spends the first  │\n",
+       "│  2 hours in standstill traffic, so he doesn't cover any distance in those 2 hours. In the next half-hour, he    │\n",
+       "│  drives at 30 mph, so he covers 30 * 0.5 = 15 miles. After this, he has 4 - 2 - 0.5 = 1.5 hours left to drive   │\n",
+       "│  at 80 mph. The distance he covers in this time is 80 * 1.5 = 120 miles. So, in total, during his return, he    │\n",
+       "│  covers 15 + 120 = 135 miles. Since he was 180 miles away from home when he started his return, after covering  │\n",
+       "│  135 miles, he is 180 - 135 = 45 miles away from home at the end of those 4 hours.\",                            │\n",
+       "│    \"response_answer\": \"45\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m353fe6a0-038c-4211-ac4b-99bac6fc4a8c\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To solve this problem, we first need to calculate the distance John covered during his \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37minitial 3-hour drive at 60 mph. Distance = speed * time, so the distance covered in the first 3 hours is 60 *\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m3 = 180 miles. When John turns around, he is 180 miles away from home. During his return, he spends the first\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m2 hours in standstill traffic, so he doesn't cover any distance in those 2 hours. In the next half-hour, he \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mdrives at 30 mph, so he covers 30 * 0.5 = 15 miles. After this, he has 4 - 2 - 0.5 = 1.5 hours left to drive \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mat 80 mph. The distance he covers in this time is 80 * 1.5 = 120 miles. So, in total, during his return, he \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mcovers 15 + 120 = 135 miles. Since he was 180 miles away from home when he started his return, after covering\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m135 miles, he is 180 - 135 = 45 miles away from home at the end of those 4 hours.\",\u001b[0m                            \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"45\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
+     },
+     "metadata": {},
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+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:20:32.750452-0400 DEBUG Processed 2 states in 8.95060682296753 seconds\n",
+      "2025-09-11T10:20:32.751776-0400 DEBUG 10 states processed in 4.475303411483765 seconds average per state ...\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: dceee8ff-973c-41a0-b598-185698cb4045                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      "text/plain": [
+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[36mdceee8ff-973c-41a0-b598-185698cb4045\u001b[0m                                                                       \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "\n"
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+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: e08a78f1-bacc-4eec-9ba9-3d74092feb70                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[36me08a78f1-bacc-4eec-9ba9-3d74092feb70\u001b[0m                                                                       \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+      "text/html": [
+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Task:                                                                                                          │\n",
+       "│   SOURCE:                                                                                                       │\n",
+       "│  {\"question\": \"A robe takes 2 bolts of blue fiber and half that much white fiber.  How many bolts in total      │\n",
+       "│  does it take?\", \"role\": \"Data Analyst\", \"goal\": \"To calculate the average value of a given set of numbers\",    │\n",
+       "│  \"expected_output\": \"a numeric value representing the average\", \"imperative\": \"Add up all the numbers in the    │\n",
+       "│  set and divide by the total count of numbers to find the average\"}                                             │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m                                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m SOURCE:\u001b[0m                                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m{\"question\": \"A robe takes 2 bolts of blue fiber and half that much white fiber.  How many bolts in total \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mdoes it take?\", \"role\": \"Data Analyst\", \"goal\": \"To calculate the average value of a given set of numbers\", \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m\"expected_output\": \"a numeric value representing the average\", \"imperative\": \"Add up all the numbers in the \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mset and divide by the total count of numbers to find the average\"}\u001b[0m                                             \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Task:                                                                                                          │\n",
+       "│   SOURCE:                                                                                                       │\n",
+       "│  {\"question\": \"Janet\\u2019s ducks lay 16 eggs per day. She eats three for breakfast every morning and bakes     │\n",
+       "│  muffins for her friends every day with four. She sells the remainder at the farmers' market daily for $2 per   │\n",
+       "│  fresh duck egg. How much in dollars does she make every day at the farmers' market?\", \"role\": \"Data Analyst\",  │\n",
+       "│  \"goal\": \"To calculate the average value of a given set of numbers\", \"expected_output\": \"a numeric value        │\n",
+       "│  representing the average\", \"imperative\": \"Add up all the numbers in the set and divide by the total count of   │\n",
+       "│  numbers to find the average\"}                                                                                  │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m                                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m SOURCE:\u001b[0m                                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m{\"question\": \"Janet\\u2019s ducks lay 16 eggs per day. She eats three for breakfast every morning and bakes \u001b[0m    \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmuffins for her friends every day with four. She sells the remainder at the farmers' market daily for $2 per \u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mfresh duck egg. How much in dollars does she make every day at the farmers' market?\", \"role\": \"Data Analyst\",\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m\"goal\": \"To calculate the average value of a given set of numbers\", \"expected_output\": \"a numeric value \u001b[0m       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mrepresenting the average\", \"imperative\": \"Add up all the numbers in the set and divide by the total count of \u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mnumbers to find the average\"}\u001b[0m                                                                                  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+    },
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+       "
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+       "
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+       "\n"
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+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find the total number of bolts, we first need to determine the amount of white fiber   │\n",
+       "│  required, which is half the amount of blue fiber. Since the robe takes 2 bolts of blue fiber, it will take 2   │\n",
+       "│  / 2 = 1 bolt of white fiber. Then, we add the bolts of blue and white fiber to get the total: 2 (blue) + 1     │\n",
+       "│  (white) = 3 bolts in total.\",                                                                                  │\n",
+       "│    \"response_answer\": \"3\"                                                                                       │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find the total number of bolts, we first need to determine the amount of white fiber \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mrequired, which is half the amount of blue fiber. Since the robe takes 2 bolts of blue fiber, it will take 2 \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m/ 2 = 1 bolt of white fiber. Then, we add the bolts of blue and white fiber to get the total: 2 (blue) + 1 \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m(white) = 3 bolts in total.\",\u001b[0m                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"3\"\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
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+     "metadata": {},
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+    },
+    {
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+       "
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+      ],
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+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: be03de02-617e-4096-8753-868283c4908a                                                                     │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mbe03de02-617e-4096-8753-868283c4908a\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: dceee8ff-973c-41a0-b598-185698cb4045                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find the total number of bolts, we first need to determine the amount of white fiber   │\n",
+       "│  required, which is half the amount of blue fiber. Since the robe takes 2 bolts of blue fiber, it will take 2   │\n",
+       "│  / 2 = 1 bolt of white fiber. Then, we add the bolts of blue and white fiber to get the total: 2 (blue) + 1     │\n",
+       "│  (white) = 3 bolts in total.\",                                                                                  │\n",
+       "│    \"response_answer\": \"3\"                                                                                       │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32mdceee8ff-973c-41a0-b598-185698cb4045\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find the total number of bolts, we first need to determine the amount of white fiber \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mrequired, which is half the amount of blue fiber. Since the robe takes 2 bolts of blue fiber, it will take 2 \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m/ 2 = 1 bolt of white fiber. Then, we add the bolts of blue and white fiber to get the total: 2 (blue) + 1 \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m(white) = 3 bolts in total.\",\u001b[0m                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"3\"\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find out how much Janet makes every day at the farmers' market, first, calculate the   │\n",
+       "│  total number of eggs laid by the ducks per day, which is 16. Then subtract the eggs she eats for breakfast,    │\n",
+       "│  which is 3, and the eggs she uses for baking muffins, which is 4. The remainder is the number of eggs she      │\n",
+       "│  sells. Multiply this number by the price per egg, which is $2, to find the total amount she makes per day.\",   │\n",
+       "│    \"response_answer\": \"Janet's ducks lay 16 eggs per day. She eats 3 for breakfast and uses 4 for baking        │\n",
+       "│  muffins. So, the remainder is 16 - 3 - 4 = 9 eggs. She sells these 9 eggs at $2 per egg. Therefore, she makes  │\n",
+       "│  9 * $2 = $18 per day at the farmers' market. The answer is $18.\"                                               │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find out how much Janet makes every day at the farmers' market, first, calculate the \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mtotal number of eggs laid by the ducks per day, which is 16. Then subtract the eggs she eats for breakfast, \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mwhich is 3, and the eggs she uses for baking muffins, which is 4. The remainder is the number of eggs she \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92msells. Multiply this number by the price per egg, which is $2, to find the total amount she makes per day.\",\u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"Janet's ducks lay 16 eggs per day. She eats 3 for breakfast and uses 4 for baking \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mmuffins. So, the remainder is 16 - 3 - 4 = 9 eggs. She sells these 9 eggs at $2 per egg. Therefore, she makes\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m9 * $2 = $18 per day at the farmers' market. The answer is $18.\"\u001b[0m                                               \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 00d4804a-c88a-4964-ab17-98196dabd154                                                                     │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m00d4804a-c88a-4964-ab17-98196dabd154\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n",
+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: e08a78f1-bacc-4eec-9ba9-3d74092feb70                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find out how much Janet makes every day at the farmers' market, first, calculate the   │\n",
+       "│  total number of eggs laid by the ducks per day, which is 16. Then subtract the eggs she eats for breakfast,    │\n",
+       "│  which is 3, and the eggs she uses for baking muffins, which is 4. The remainder is the number of eggs she      │\n",
+       "│  sells. Multiply this number by the price per egg, which is $2, to find the total amount she makes per day.\",   │\n",
+       "│    \"response_answer\": \"Janet's ducks lay 16 eggs per day. She eats 3 for breakfast and uses 4 for baking        │\n",
+       "│  muffins. So, the remainder is 16 - 3 - 4 = 9 eggs. She sells these 9 eggs at $2 per egg. Therefore, she makes  │\n",
+       "│  9 * $2 = $18 per day at the farmers' market. The answer is $18.\"                                               │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32me08a78f1-bacc-4eec-9ba9-3d74092feb70\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find out how much Janet makes every day at the farmers' market, first, calculate the \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mtotal number of eggs laid by the ducks per day, which is 16. Then subtract the eggs she eats for breakfast, \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mwhich is 3, and the eggs she uses for baking muffins, which is 4. The remainder is the number of eggs she \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37msells. Multiply this number by the price per egg, which is $2, to find the total amount she makes per day.\",\u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"Janet's ducks lay 16 eggs per day. She eats 3 for breakfast and uses 4 for baking \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mmuffins. So, the remainder is 16 - 3 - 4 = 9 eggs. She sells these 9 eggs at $2 per egg. Therefore, she makes\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m9 * $2 = $18 per day at the farmers' market. The answer is $18.\"\u001b[0m                                               \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n",
+       "
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+      ],
+      "text/plain": [
+       "\n"
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+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:20:37.858204-0400 DEBUG Processed 2 states in 5.105194807052612 seconds\n",
+      "2025-09-11T10:20:37.859521-0400 DEBUG 12 states processed in 2.552597403526306 seconds average per state ...\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 30f96e86-31ad-4e2b-8026-2cb5454c1a6c                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
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╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: ab80da34-be67-4d9e-a7f2-9a8f52cdfbe2                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
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╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Task:                                                                                                          │\n",
+       "│   SOURCE:                                                                                                       │\n",
+       "│  {\"question\": \"Josh decides to try flipping a house.  He buys a house for $80,000 and then puts in $50,000 in   │\n",
+       "│  repairs.  This increased the value of the house by 150%.  How much profit did he make?\", \"role\": \"Data         │\n",
+       "│  Analyst\", \"goal\": \"To calculate the average value of a given set of numbers\", \"expected_output\": \"a numeric    │\n",
+       "│  value representing the average\", \"imperative\": \"Add up all the numbers in the set and divide by the total      │\n",
+       "│  count of numbers to find the average\"}                                                                         │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m                                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m SOURCE:\u001b[0m                                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m{\"question\": \"Josh decides to try flipping a house.  He buys a house for $80,000 and then puts in $50,000 in \u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mrepairs.  This increased the value of the house by 150%.  How much profit did he make?\", \"role\": \"Data \u001b[0m        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mAnalyst\", \"goal\": \"To calculate the average value of a given set of numbers\", \"expected_output\": \"a numeric \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mvalue representing the average\", \"imperative\": \"Add up all the numbers in the set and divide by the total \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mcount of numbers to find the average\"}\u001b[0m                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Task:                                                                                                          │\n",
+       "│   SOURCE:                                                                                                       │\n",
+       "│  {\"question\": \"James decides to run 3 sprints 3 times a week.  He runs 60 meters each sprint.  How many total   │\n",
+       "│  meters does he run a week?\", \"role\": \"Data Analyst\", \"goal\": \"To calculate the average value of a given set    │\n",
+       "│  of numbers\", \"expected_output\": \"a numeric value representing the average\", \"imperative\": \"Add up all the      │\n",
+       "│  numbers in the set and divide by the total count of numbers to find the average\"}                              │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m                                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m SOURCE:\u001b[0m                                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m{\"question\": \"James decides to run 3 sprints 3 times a week.  He runs 60 meters each sprint.  How many total \u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmeters does he run a week?\", \"role\": \"Data Analyst\", \"goal\": \"To calculate the average value of a given set \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mof numbers\", \"expected_output\": \"a numeric value representing the average\", \"imperative\": \"Add up all the \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mnumbers in the set and divide by the total count of numbers to find the average\"}\u001b[0m                              \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find the total meters James runs a week, we need to calculate the total meters he      │\n",
+       "│  runs in a day and then multiply it by the number of days he runs in a week. Since James runs 3 sprints a day   │\n",
+       "│  and each sprint is 60 meters, the total meters he runs in a day is 3 * 60 = 180 meters. He runs 3 times a      │\n",
+       "│  week, so the total meters he runs a week is 180 * 3 = 540 meters.\",                                            │\n",
+       "│    \"response_answer\": \"540\"                                                                                     │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find the total meters James runs a week, we need to calculate the total meters he \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mruns in a day and then multiply it by the number of days he runs in a week. Since James runs 3 sprints a day \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mand each sprint is 60 meters, the total meters he runs in a day is 3 * 60 = 180 meters. He runs 3 times a \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mweek, so the total meters he runs a week is 180 * 3 = 540 meters.\",\u001b[0m                                            \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"540\"\u001b[0m                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
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+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: e0db6330-eaa4-4dc5-86b2-5ab94a6f531d                                                                     │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32me0db6330-eaa4-4dc5-86b2-5ab94a6f531d\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: ab80da34-be67-4d9e-a7f2-9a8f52cdfbe2                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find the total meters James runs a week, we need to calculate the total meters he      │\n",
+       "│  runs in a day and then multiply it by the number of days he runs in a week. Since James runs 3 sprints a day   │\n",
+       "│  and each sprint is 60 meters, the total meters he runs in a day is 3 * 60 = 180 meters. He runs 3 times a      │\n",
+       "│  week, so the total meters he runs a week is 180 * 3 = 540 meters.\",                                            │\n",
+       "│    \"response_answer\": \"540\"                                                                                     │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32mab80da34-be67-4d9e-a7f2-9a8f52cdfbe2\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find the total meters James runs a week, we need to calculate the total meters he \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mruns in a day and then multiply it by the number of days he runs in a week. Since James runs 3 sprints a day \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mand each sprint is 60 meters, the total meters he runs in a day is 3 * 60 = 180 meters. He runs 3 times a \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mweek, so the total meters he runs a week is 180 * 3 = 540 meters.\",\u001b[0m                                            \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"540\"\u001b[0m                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
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+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To calculate the profit made by Josh, we first need to determine the original cost of     │\n",
+       "│  the house and the repairs, and then calculate the new value of the house after the repairs. The original cost  │\n",
+       "│  of the house is $80,000, and Josh spent $50,000 on repairs. The total cost is $80,000 + $50,000 = $130,000.    │\n",
+       "│  The repairs increased the value of the house by 150%, which means the new value is 250% of the original value  │\n",
+       "│  of the house, or 2.5 * $80,000 = $200,000. The profit made by Josh is the new value of the house minus the     │\n",
+       "│  total cost, which is $200,000 - $130,000 = $70,000.\",                                                          │\n",
+       "│    \"response_answer\": \"70000\"                                                                                   │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To calculate the profit made by Josh, we first need to determine the original cost of \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mthe house and the repairs, and then calculate the new value of the house after the repairs. The original cost\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mof the house is $80,000, and Josh spent $50,000 on repairs. The total cost is $80,000 + $50,000 = $130,000. \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mThe repairs increased the value of the house by 150%, which means the new value is 250% of the original value\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mof the house, or 2.5 * $80,000 = $200,000. The profit made by Josh is the new value of the house minus the \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mtotal cost, which is $200,000 - $130,000 = $70,000.\",\u001b[0m                                                          \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"70000\"\u001b[0m                                                                                   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
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+     "output_type": "display_data"
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+       "
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+       "
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+     },
+     "metadata": {},
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+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 2f102478-94f5-4679-87ba-1d745121cb89                                                                     │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m2f102478-94f5-4679-87ba-1d745121cb89\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
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+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
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+       "\n"
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+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 30f96e86-31ad-4e2b-8026-2cb5454c1a6c                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To calculate the profit made by Josh, we first need to determine the original cost of     │\n",
+       "│  the house and the repairs, and then calculate the new value of the house after the repairs. The original cost  │\n",
+       "│  of the house is $80,000, and Josh spent $50,000 on repairs. The total cost is $80,000 + $50,000 = $130,000.    │\n",
+       "│  The repairs increased the value of the house by 150%, which means the new value is 250% of the original value  │\n",
+       "│  of the house, or 2.5 * $80,000 = $200,000. The profit made by Josh is the new value of the house minus the     │\n",
+       "│  total cost, which is $200,000 - $130,000 = $70,000.\",                                                          │\n",
+       "│    \"response_answer\": \"70000\"                                                                                   │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m30f96e86-31ad-4e2b-8026-2cb5454c1a6c\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To calculate the profit made by Josh, we first need to determine the original cost of \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mthe house and the repairs, and then calculate the new value of the house after the repairs. The original cost\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mof the house is $80,000, and Josh spent $50,000 on repairs. The total cost is $80,000 + $50,000 = $130,000. \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mThe repairs increased the value of the house by 150%, which means the new value is 250% of the original value\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mof the house, or 2.5 * $80,000 = $200,000. The profit made by Josh is the new value of the house minus the \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mtotal cost, which is $200,000 - $130,000 = $70,000.\",\u001b[0m                                                          \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"70000\"\u001b[0m                                                                                   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:20:43.291556-0400 DEBUG Processed 2 states in 5.4307026863098145 seconds\n",
+      "2025-09-11T10:20:43.292629-0400 DEBUG 14 states processed in 2.7153513431549072 seconds average per state ...\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: f231780d-3a5e-4ace-846f-bf5f99502aed                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[36mf231780d-3a5e-4ace-846f-bf5f99502aed\u001b[0m                                                                       \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
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+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 1946f02e-0420-4e67-b8a6-18b6c2560911                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[36m1946f02e-0420-4e67-b8a6-18b6c2560911\u001b[0m                                                                       \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
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+    {
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+      "text/html": [
+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Task:                                                                                                          │\n",
+       "│   SOURCE:                                                                                                       │\n",
+       "│  {\"question\": \"Every day, Wendi feeds each of her chickens three cups of mixed chicken feed, containing seeds,  │\n",
+       "│  mealworms and vegetables to help keep them healthy.  She gives the chickens their feed in three separate       │\n",
+       "│  meals. In the morning, she gives her flock of chickens 15 cups of feed.  In the afternoon, she gives her       │\n",
+       "│  chickens another 25 cups of feed.  How many cups of feed does she need to give her chickens in the final meal  │\n",
+       "│  of the day if the size of Wendi's flock is 20 chickens?\", \"role\": \"Data Analyst\", \"goal\": \"To calculate the    │\n",
+       "│  average value of a given set of numbers\", \"expected_output\": \"a numeric value representing the average\",       │\n",
+       "│  \"imperative\": \"Add up all the numbers in the set and divide by the total count of numbers to find the          │\n",
+       "│  average\"}                                                                                                      │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m                                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m SOURCE:\u001b[0m                                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m{\"question\": \"Every day, Wendi feeds each of her chickens three cups of mixed chicken feed, containing seeds,\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmealworms and vegetables to help keep them healthy.  She gives the chickens their feed in three separate \u001b[0m      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mmeals. In the morning, she gives her flock of chickens 15 cups of feed.  In the afternoon, she gives her \u001b[0m      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mchickens another 25 cups of feed.  How many cups of feed does she need to give her chickens in the final meal\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mof the day if the size of Wendi's flock is 20 chickens?\", \"role\": \"Data Analyst\", \"goal\": \"To calculate the \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92maverage value of a given set of numbers\", \"expected_output\": \"a numeric value representing the average\", \u001b[0m      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m\"imperative\": \"Add up all the numbers in the set and divide by the total count of numbers to find the \u001b[0m         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92maverage\"}\u001b[0m                                                                                                      \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Task:                                                                                                          │\n",
+       "│   SOURCE:                                                                                                       │\n",
+       "│  {\"question\": \"Kylar went to the store to buy glasses for his new apartment. One glass costs $5, but every      │\n",
+       "│  second glass costs only 60% of the price. Kylar wants to buy 16 glasses. How much does he need to pay for      │\n",
+       "│  them?\", \"role\": \"Data Analyst\", \"goal\": \"To calculate the average value of a given set of numbers\",            │\n",
+       "│  \"expected_output\": \"a numeric value representing the average\", \"imperative\": \"Add up all the numbers in the    │\n",
+       "│  set and divide by the total count of numbers to find the average\"}                                             │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m                                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m SOURCE:\u001b[0m                                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m{\"question\": \"Kylar went to the store to buy glasses for his new apartment. One glass costs $5, but every \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92msecond glass costs only 60% of the price. Kylar wants to buy 16 glasses. How much does he need to pay for \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mthem?\", \"role\": \"Data Analyst\", \"goal\": \"To calculate the average value of a given set of numbers\", \u001b[0m           \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m\"expected_output\": \"a numeric value representing the average\", \"imperative\": \"Add up all the numbers in the \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mset and divide by the total count of numbers to find the average\"}\u001b[0m                                             \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "\n"
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+     "data": {
+      "text/html": [
+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find out how many cups of feed Wendi needs to give her chickens in the final meal of   │\n",
+       "│  the day, we first need to calculate the total amount of feed each chicken gets in a day and then multiply      │\n",
+       "│  that by the number of chickens. Since each chicken gets 3 cups of feed per meal and there are 3 meals, each    │\n",
+       "│  chicken gets 3 * 3 = 9 cups of feed per day. With 20 chickens, the total amount of feed needed per day is 9 *  │\n",
+       "│  20 = 180 cups. Wendi already gave her chickens 15 cups in the morning and 25 cups in the afternoon, which      │\n",
+       "│  totals to 15 + 25 = 40 cups. Therefore, the amount of feed needed for the final meal is 180 - 40 = 140         │\n",
+       "│  cups.\",                                                                                                        │\n",
+       "│    \"response_answer\": \"140\"                                                                                     │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find out how many cups of feed Wendi needs to give her chickens in the final meal of \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mthe day, we first need to calculate the total amount of feed each chicken gets in a day and then multiply \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mthat by the number of chickens. Since each chicken gets 3 cups of feed per meal and there are 3 meals, each \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mchicken gets 3 * 3 = 9 cups of feed per day. With 20 chickens, the total amount of feed needed per day is 9 *\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m20 = 180 cups. Wendi already gave her chickens 15 cups in the morning and 25 cups in the afternoon, which \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mtotals to 15 + 25 = 40 cups. Therefore, the amount of feed needed for the final meal is 180 - 40 = 140 \u001b[0m        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mcups.\",\u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"140\"\u001b[0m                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 1cbf636e-5ecb-4819-bcc4-7a251c2d4922                                                                     │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m1cbf636e-5ecb-4819-bcc4-7a251c2d4922\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "\n"
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+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: f231780d-3a5e-4ace-846f-bf5f99502aed                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find out how many cups of feed Wendi needs to give her chickens in the final meal of   │\n",
+       "│  the day, we first need to calculate the total amount of feed each chicken gets in a day and then multiply      │\n",
+       "│  that by the number of chickens. Since each chicken gets 3 cups of feed per meal and there are 3 meals, each    │\n",
+       "│  chicken gets 3 * 3 = 9 cups of feed per day. With 20 chickens, the total amount of feed needed per day is 9 *  │\n",
+       "│  20 = 180 cups. Wendi already gave her chickens 15 cups in the morning and 25 cups in the afternoon, which      │\n",
+       "│  totals to 15 + 25 = 40 cups. Therefore, the amount of feed needed for the final meal is 180 - 40 = 140         │\n",
+       "│  cups.\",                                                                                                        │\n",
+       "│    \"response_answer\": \"140\"                                                                                     │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32mf231780d-3a5e-4ace-846f-bf5f99502aed\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find out how many cups of feed Wendi needs to give her chickens in the final meal of \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mthe day, we first need to calculate the total amount of feed each chicken gets in a day and then multiply \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mthat by the number of chickens. Since each chicken gets 3 cups of feed per meal and there are 3 meals, each \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mchicken gets 3 * 3 = 9 cups of feed per day. With 20 chickens, the total amount of feed needed per day is 9 *\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m20 = 180 cups. Wendi already gave her chickens 15 cups in the morning and 25 cups in the afternoon, which \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mtotals to 15 + 25 = 40 cups. Therefore, the amount of feed needed for the final meal is 180 - 40 = 140 \u001b[0m        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mcups.\",\u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"140\"\u001b[0m                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find the total cost of the glasses, we first need to determine the cost of each        │\n",
+       "│  glass, considering that every second glass costs 60% of the original price. The original price of a glass is   │\n",
+       "│  $5, so the second glass will cost 60% of $5, which is $3. We then need to calculate the total cost for 16      │\n",
+       "│  glasses, taking into account the alternating prices.\",                                                         │\n",
+       "│    \"response_answer\": \"The cost of the glasses can be broken down into two parts: the cost of the glasses at    │\n",
+       "│  the original price ($5) and the cost of the glasses at the discounted price ($3). Since every second glass is  │\n",
+       "│  discounted, for 16 glasses, we have 8 glasses at $5 and 8 glasses at $3. The total cost for the glasses at     │\n",
+       "│  the original price is 8 * $5 = $40. The total cost for the glasses at the discounted price is 8 * $3 = $24.    │\n",
+       "│  Adding these two totals together gives us $40 + $24 = $64. Therefore, Kylar needs to pay $64 for the 16        │\n",
+       "│  glasses.\"                                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find the total cost of the glasses, we first need to determine the cost of each \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mglass, considering that every second glass costs 60% of the original price. The original price of a glass is \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m$5, so the second glass will cost 60% of $5, which is $3. We then need to calculate the total cost for 16 \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mglasses, taking into account the alternating prices.\",\u001b[0m                                                         \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"The cost of the glasses can be broken down into two parts: the cost of the glasses at \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mthe original price ($5) and the cost of the glasses at the discounted price ($3). Since every second glass is\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mdiscounted, for 16 glasses, we have 8 glasses at $5 and 8 glasses at $3. The total cost for the glasses at \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mthe original price is 8 * $5 = $40. The total cost for the glasses at the discounted price is 8 * $3 = $24. \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mAdding these two totals together gives us $40 + $24 = $64. Therefore, Kylar needs to pay $64 for the 16 \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mglasses.\"\u001b[0m                                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: ad6a9cd4-4563-4e06-ac95-39b7370df2f3                                                                     │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mad6a9cd4-4563-4e06-ac95-39b7370df2f3\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 1946f02e-0420-4e67-b8a6-18b6c2560911                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find the total cost of the glasses, we first need to determine the cost of each        │\n",
+       "│  glass, considering that every second glass costs 60% of the original price. The original price of a glass is   │\n",
+       "│  $5, so the second glass will cost 60% of $5, which is $3. We then need to calculate the total cost for 16      │\n",
+       "│  glasses, taking into account the alternating prices.\",                                                         │\n",
+       "│    \"response_answer\": \"The cost of the glasses can be broken down into two parts: the cost of the glasses at    │\n",
+       "│  the original price ($5) and the cost of the glasses at the discounted price ($3). Since every second glass is  │\n",
+       "│  discounted, for 16 glasses, we have 8 glasses at $5 and 8 glasses at $3. The total cost for the glasses at     │\n",
+       "│  the original price is 8 * $5 = $40. The total cost for the glasses at the discounted price is 8 * $3 = $24.    │\n",
+       "│  Adding these two totals together gives us $40 + $24 = $64. Therefore, Kylar needs to pay $64 for the 16        │\n",
+       "│  glasses.\"                                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
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+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m1946f02e-0420-4e67-b8a6-18b6c2560911\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find the total cost of the glasses, we first need to determine the cost of each \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mglass, considering that every second glass costs 60% of the original price. The original price of a glass is \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m$5, so the second glass will cost 60% of $5, which is $3. We then need to calculate the total cost for 16 \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mglasses, taking into account the alternating prices.\",\u001b[0m                                                         \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"The cost of the glasses can be broken down into two parts: the cost of the glasses at \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mthe original price ($5) and the cost of the glasses at the discounted price ($3). Since every second glass is\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mdiscounted, for 16 glasses, we have 8 glasses at $5 and 8 glasses at $3. The total cost for the glasses at \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mthe original price is 8 * $5 = $40. The total cost for the glasses at the discounted price is 8 * $3 = $24. \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAdding these two totals together gives us $40 + $24 = $64. Therefore, Kylar needs to pay $64 for the 16 \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mglasses.\"\u001b[0m                                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
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+       "\n"
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:20:51.427680-0400 DEBUG Processed 2 states in 8.13405466079712 seconds\n",
+      "2025-09-11T10:20:51.429046-0400 DEBUG 16 states processed in 4.06702733039856 seconds average per state ...\n"
+     ]
+    },
+    {
+     "data": {
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+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 002b35e4-90b3-4a4d-a373-f4300b4ce068                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
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╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: ab868304-580d-4a21-8098-e32210165200                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
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+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
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╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Task:                                                                                                          │\n",
+       "│   SOURCE:                                                                                                       │\n",
+       "│  {\"question\": \"Carla is downloading a 200 GB file. Normally she can download 2 GB/minute, but 40% of the way    │\n",
+       "│  through the download, Windows forces a restart to install updates, which takes 20 minutes. Then Carla has to   │\n",
+       "│  restart the download from the beginning. How load does it take to download the file?\", \"role\": \"Data           │\n",
+       "│  Analyst\", \"goal\": \"To calculate the average value of a given set of numbers\", \"expected_output\": \"a numeric    │\n",
+       "│  value representing the average\", \"imperative\": \"Add up all the numbers in the set and divide by the total      │\n",
+       "│  count of numbers to find the average\"}                                                                         │\n",
+       "│                                                                                                                 │\n",
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m                                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m SOURCE:\u001b[0m                                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m{\"question\": \"Carla is downloading a 200 GB file. Normally she can download 2 GB/minute, but 40% of the way \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mthrough the download, Windows forces a restart to install updates, which takes 20 minutes. Then Carla has to \u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mrestart the download from the beginning. How load does it take to download the file?\", \"role\": \"Data \u001b[0m          \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mAnalyst\", \"goal\": \"To calculate the average value of a given set of numbers\", \"expected_output\": \"a numeric \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mvalue representing the average\", \"imperative\": \"Add up all the numbers in the set and divide by the total \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mcount of numbers to find the average\"}\u001b[0m                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Task:                                                                                                          │\n",
+       "│   SOURCE:                                                                                                       │\n",
+       "│  {\"question\": \"Toulouse has twice as many sheep as Charleston. Charleston has 4 times as many sheep as          │\n",
+       "│  Seattle. How many sheep do Toulouse, Charleston, and Seattle have together if Seattle has 20 sheep?\", \"role\":  │\n",
+       "│  \"Data Analyst\", \"goal\": \"To calculate the average value of a given set of numbers\", \"expected_output\": \"a      │\n",
+       "│  numeric value representing the average\", \"imperative\": \"Add up all the numbers in the set and divide by the    │\n",
+       "│  total count of numbers to find the average\"}                                                                   │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m                                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m SOURCE:\u001b[0m                                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m{\"question\": \"Toulouse has twice as many sheep as Charleston. Charleston has 4 times as many sheep as \u001b[0m         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mSeattle. How many sheep do Toulouse, Charleston, and Seattle have together if Seattle has 20 sheep?\", \"role\":\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m\"Data Analyst\", \"goal\": \"To calculate the average value of a given set of numbers\", \"expected_output\": \"a \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mnumeric value representing the average\", \"imperative\": \"Add up all the numbers in the set and divide by the \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mtotal count of numbers to find the average\"}\u001b[0m                                                                   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+      "text/html": [
+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To find the total number of sheep in Toulouse, Charleston, and Seattle, we first need to  │\n",
+       "│  determine the number of sheep in each city. We know that Seattle has 20 sheep. Since Charleston has 4 times    │\n",
+       "│  as many sheep as Seattle, Charleston has 4 * 20 = 80 sheep. Given that Toulouse has twice as many sheep as     │\n",
+       "│  Charleston, Toulouse has 2 * 80 = 160 sheep. Therefore, the total number of sheep in Toulouse, Charleston,     │\n",
+       "│  and Seattle is 160 + 80 + 20 = 260 sheep.\",                                                                    │\n",
+       "│    \"response_answer\": \"260\"                                                                                     │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To find the total number of sheep in Toulouse, Charleston, and Seattle, we first need to\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mdetermine the number of sheep in each city. We know that Seattle has 20 sheep. Since Charleston has 4 times \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mas many sheep as Seattle, Charleston has 4 * 20 = 80 sheep. Given that Toulouse has twice as many sheep as \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mCharleston, Toulouse has 2 * 80 = 160 sheep. Therefore, the total number of sheep in Toulouse, Charleston, \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mand Seattle is 160 + 80 + 20 = 260 sheep.\",\u001b[0m                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"260\"\u001b[0m                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 2f1742d8-63e0-4a99-9c06-e23f45d8ed5a                                                                     │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m2f1742d8-63e0-4a99-9c06-e23f45d8ed5a\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
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+       "\n"
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+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: ab868304-580d-4a21-8098-e32210165200                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To find the total number of sheep in Toulouse, Charleston, and Seattle, we first need to  │\n",
+       "│  determine the number of sheep in each city. We know that Seattle has 20 sheep. Since Charleston has 4 times    │\n",
+       "│  as many sheep as Seattle, Charleston has 4 * 20 = 80 sheep. Given that Toulouse has twice as many sheep as     │\n",
+       "│  Charleston, Toulouse has 2 * 80 = 160 sheep. Therefore, the total number of sheep in Toulouse, Charleston,     │\n",
+       "│  and Seattle is 160 + 80 + 20 = 260 sheep.\",                                                                    │\n",
+       "│    \"response_answer\": \"260\"                                                                                     │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32mab868304-580d-4a21-8098-e32210165200\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To find the total number of sheep in Toulouse, Charleston, and Seattle, we first need to\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mdetermine the number of sheep in each city. We know that Seattle has 20 sheep. Since Charleston has 4 times \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mas many sheep as Seattle, Charleston has 4 * 20 = 80 sheep. Given that Toulouse has twice as many sheep as \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mCharleston, Toulouse has 2 * 80 = 160 sheep. Therefore, the total number of sheep in Toulouse, Charleston, \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mand Seattle is 160 + 80 + 20 = 260 sheep.\",\u001b[0m                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"260\"\u001b[0m                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+     "output_type": "display_data"
+    },
+    {
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+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
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+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To solve this problem, we first need to calculate how much of the file Carla downloads    │\n",
+       "│  before the restart. Since she downloads 40% of a 200 GB file, we calculate 40% of 200 GB, which is 0.4 * 200   │\n",
+       "│  = 80 GB. Normally, Carla can download 2 GB per minute. So, to download 80 GB, it would take her 80 / 2 = 40    │\n",
+       "│  minutes. After the restart, which takes 20 minutes, Carla has to restart the download from the beginning. So,  │\n",
+       "│  she needs to download the whole 200 GB file, which would take her 200 / 2 = 100 minutes. Therefore, the total  │\n",
+       "│  time it takes to download the file is 40 minutes (before the restart) + 20 minutes (for the restart) + 100     │\n",
+       "│  minutes (to download the whole file after the restart) = 160 minutes.\",                                        │\n",
+       "│    \"response_answer\": \"160\"                                                                                     │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To solve this problem, we first need to calculate how much of the file Carla downloads \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mbefore the restart. Since she downloads 40% of a 200 GB file, we calculate 40% of 200 GB, which is 0.4 * 200 \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m= 80 GB. Normally, Carla can download 2 GB per minute. So, to download 80 GB, it would take her 80 / 2 = 40 \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mminutes. After the restart, which takes 20 minutes, Carla has to restart the download from the beginning. So,\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mshe needs to download the whole 200 GB file, which would take her 200 / 2 = 100 minutes. Therefore, the total\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mtime it takes to download the file is 40 minutes (before the restart) + 20 minutes (for the restart) + 100 \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mminutes (to download the whole file after the restart) = 160 minutes.\",\u001b[0m                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"160\"\u001b[0m                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 1b414549-bec2-42b1-b6ba-54222151eaa0                                                                     │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m1b414549-bec2-42b1-b6ba-54222151eaa0\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: 002b35e4-90b3-4a4d-a373-f4300b4ce068                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To solve this problem, we first need to calculate how much of the file Carla downloads    │\n",
+       "│  before the restart. Since she downloads 40% of a 200 GB file, we calculate 40% of 200 GB, which is 0.4 * 200   │\n",
+       "│  = 80 GB. Normally, Carla can download 2 GB per minute. So, to download 80 GB, it would take her 80 / 2 = 40    │\n",
+       "│  minutes. After the restart, which takes 20 minutes, Carla has to restart the download from the beginning. So,  │\n",
+       "│  she needs to download the whole 200 GB file, which would take her 200 / 2 = 100 minutes. Therefore, the total  │\n",
+       "│  time it takes to download the file is 40 minutes (before the restart) + 20 minutes (for the restart) + 100     │\n",
+       "│  minutes (to download the whole file after the restart) = 160 minutes.\",                                        │\n",
+       "│    \"response_answer\": \"160\"                                                                                     │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32m002b35e4-90b3-4a4d-a373-f4300b4ce068\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To solve this problem, we first need to calculate how much of the file Carla downloads \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mbefore the restart. Since she downloads 40% of a 200 GB file, we calculate 40% of 200 GB, which is 0.4 * 200 \u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m= 80 GB. Normally, Carla can download 2 GB per minute. So, to download 80 GB, it would take her 80 / 2 = 40 \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mminutes. After the restart, which takes 20 minutes, Carla has to restart the download from the beginning. So,\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mshe needs to download the whole 200 GB file, which would take her 200 / 2 = 100 minutes. Therefore, the total\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mtime it takes to download the file is 40 minutes (before the restart) + 20 minutes (for the restart) + 100 \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mminutes (to download the whole file after the restart) = 160 minutes.\",\u001b[0m                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"160\"\u001b[0m                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+       "
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+       "\n"
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+     "metadata": {},
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+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:20:57.498651-0400 DEBUG Processed 2 states in 6.068507194519043 seconds\n",
+      "2025-09-11T10:20:57.499698-0400 DEBUG 18 states processed in 3.0342535972595215 seconds average per state ...\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: bc3af607-7e38-4cbd-b180-584fef499ced                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[36m╭─\u001b[0m\u001b[36m───────────────────────────────────────────\u001b[0m\u001b[36m Crew Execution Started \u001b[0m\u001b[36m────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[36mbc3af607-7e38-4cbd-b180-584fef499ced\u001b[0m                                                                       \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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╭──────────────────────────────────────────── Crew Execution Started ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Started                                                                                         │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: c6faffa6-8d9b-4e21-885c-2deb915e2e10                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
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+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[1;36mCrew Execution Started\u001b[0m                                                                                         \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[36mcrew\u001b[0m                                                                                                     \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[36mc6faffa6-8d9b-4e21-885c-2deb915e2e10\u001b[0m                                                                       \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m│\u001b[0m                                                                                                                 \u001b[36m│\u001b[0m\n",
+       "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Task:                                                                                                          │\n",
+       "│   SOURCE:                                                                                                       │\n",
+       "│  {\"question\": \"John drives for 3 hours at a speed of 60 mph and then turns around because he realizes he        │\n",
+       "│  forgot something very important at home.  He tries to get home in 4 hours but spends the first 2 hours in      │\n",
+       "│  standstill traffic.  He spends the next half-hour driving at a speed of 30mph, before being able to drive the  │\n",
+       "│  remaining time of the 4 hours going at 80 mph.  How far is he from home at the end of those 4 hours?\",         │\n",
+       "│  \"role\": \"Data Analyst\", \"goal\": \"To calculate the average value of a given set of numbers\",                    │\n",
+       "│  \"expected_output\": \"a numeric value representing the average\", \"imperative\": \"Add up all the numbers in the    │\n",
+       "│  set and divide by the total count of numbers to find the average\"}                                             │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m                                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m SOURCE:\u001b[0m                                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m{\"question\": \"John drives for 3 hours at a speed of 60 mph and then turns around because he realizes he \u001b[0m       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mforgot something very important at home.  He tries to get home in 4 hours but spends the first 2 hours in \u001b[0m     \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mstandstill traffic.  He spends the next half-hour driving at a speed of 30mph, before being able to drive the\u001b[0m  \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mremaining time of the 4 hours going at 80 mph.  How far is he from home at the end of those 4 hours?\", \u001b[0m        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m\"role\": \"Data Analyst\", \"goal\": \"To calculate the average value of a given set of numbers\", \u001b[0m                   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m\"expected_output\": \"a numeric value representing the average\", \"imperative\": \"Add up all the numbers in the \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mset and divide by the total count of numbers to find the average\"}\u001b[0m                                             \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
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+       "
╭─────────────────────────────────────────────── 🤖 Agent Started ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Task:                                                                                                          │\n",
+       "│   SOURCE:                                                                                                       │\n",
+       "│  {\"question\": \"Eliza's rate per hour for the first 40 hours she works each week is $10. She also receives an    │\n",
+       "│  overtime pay of 1.2 times her regular hourly rate. If Eliza worked for 45 hours this week, how much are her    │\n",
+       "│  earnings for this week?\", \"role\": \"Data Analyst\", \"goal\": \"To calculate the average value of a given set of    │\n",
+       "│  numbers\", \"expected_output\": \"a numeric value representing the average\", \"imperative\": \"Add up all the         │\n",
+       "│  numbers in the set and divide by the total count of numbers to find the average\"}                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      "text/plain": [
+       "\u001b[35m╭─\u001b[0m\u001b[35m──────────────────────────────────────────────\u001b[0m\u001b[35m 🤖 Agent Started \u001b[0m\u001b[35m───────────────────────────────────────────────\u001b[0m\u001b[35m─╮\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[37mTask: \u001b[0m                                                                                                         \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m SOURCE:\u001b[0m                                                                                                       \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92m{\"question\": \"Eliza's rate per hour for the first 40 hours she works each week is $10. She also receives an \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92movertime pay of 1.2 times her regular hourly rate. If Eliza worked for 45 hours this week, how much are her \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mearnings for this week?\", \"role\": \"Data Analyst\", \"goal\": \"To calculate the average value of a given set of \u001b[0m   \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mnumbers\", \"expected_output\": \"a numeric value representing the average\", \"imperative\": \"Add up all the \u001b[0m        \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m  \u001b[92mnumbers in the set and divide by the total count of numbers to find the average\"}\u001b[0m                              \u001b[35m│\u001b[0m\n",
+       "\u001b[35m│\u001b[0m                                                                                                                 \u001b[35m│\u001b[0m\n",
+       "\u001b[35m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
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+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
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+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To calculate Eliza's earnings for this week, we first need to find out how much she       │\n",
+       "│  earned from her regular hours and how much she earned from her overtime hours. Her regular hourly rate is      │\n",
+       "│  $10, and she worked 40 regular hours. So, her earnings from regular hours are 40 * $10 = $400. She also        │\n",
+       "│  worked 5 overtime hours, and her overtime rate is 1.2 times her regular rate, which is $10 * 1.2 = $12 per     │\n",
+       "│  hour. So, her earnings from overtime hours are 5 * $12 = $60. Therefore, her total earnings for this week are  │\n",
+       "│  $400 + $60 = $460.\",                                                                                           │\n",
+       "│    \"response_answer\": \"460\"                                                                                     │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To calculate Eliza's earnings for this week, we first need to find out how much she \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mearned from her regular hours and how much she earned from her overtime hours. Her regular hourly rate is \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m$10, and she worked 40 regular hours. So, her earnings from regular hours are 40 * $10 = $400. She also \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mworked 5 overtime hours, and her overtime rate is 1.2 times her regular rate, which is $10 * 1.2 = $12 per \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mhour. So, her earnings from overtime hours are 5 * $12 = $60. Therefore, her total earnings for this week are\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m$400 + $60 = $460.\",\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"460\"\u001b[0m                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+       "\n"
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+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: 66e2d31f-cf90-4651-931c-7141eb879b5a                                                                     │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32m66e2d31f-cf90-4651-931c-7141eb879b5a\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+     "output_type": "display_data"
+    },
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+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
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+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: c6faffa6-8d9b-4e21-885c-2deb915e2e10                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To calculate Eliza's earnings for this week, we first need to find out how much she       │\n",
+       "│  earned from her regular hours and how much she earned from her overtime hours. Her regular hourly rate is      │\n",
+       "│  $10, and she worked 40 regular hours. So, her earnings from regular hours are 40 * $10 = $400. She also        │\n",
+       "│  worked 5 overtime hours, and her overtime rate is 1.2 times her regular rate, which is $10 * 1.2 = $12 per     │\n",
+       "│  hour. So, her earnings from overtime hours are 5 * $12 = $60. Therefore, her total earnings for this week are  │\n",
+       "│  $400 + $60 = $460.\",                                                                                           │\n",
+       "│    \"response_answer\": \"460\"                                                                                     │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32mc6faffa6-8d9b-4e21-885c-2deb915e2e10\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To calculate Eliza's earnings for this week, we first need to find out how much she \u001b[0m      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mearned from her regular hours and how much she earned from her overtime hours. Her regular hourly rate is \u001b[0m     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m$10, and she worked 40 regular hours. So, her earnings from regular hours are 40 * $10 = $400. She also \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mworked 5 overtime hours, and her overtime rate is 1.2 times her regular rate, which is $10 * 1.2 = $12 per \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mhour. So, her earnings from overtime hours are 5 * $12 = $60. Therefore, her total earnings for this week are\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m$400 + $60 = $460.\",\u001b[0m                                                                                           \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"460\"\u001b[0m                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
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+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭───────────────────────────────────────────── ✅ Agent Final Answer ─────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│                                                                                                                 │\n",
+       "│  Final Answer:                                                                                                  │\n",
+       "│  {                                                                                                              │\n",
+       "│    \"response_think\": \"To solve this problem, we first need to calculate the distance John covered during his    │\n",
+       "│  initial 3-hour drive and then determine how far he was from home when he started his return journey. We'll     │\n",
+       "│  use the formula distance = speed * time. For the first part of his journey, distance = 60 mph * 3 hours = 180  │\n",
+       "│  miles. When John turns around, he is 180 miles away from home. During his return journey, he spends the first  │\n",
+       "│  2 hours in standstill traffic, so he doesn't cover any distance in that time. In the next half-hour, he        │\n",
+       "│  drives at 30 mph, so the distance covered in that time is 30 mph * 0.5 hours = 15 miles. This means he is now  │\n",
+       "│  180 - 15 = 165 miles away from home. For the remaining time of the 4 hours, which is 4 - 2 - 0.5 = 1.5 hours,  │\n",
+       "│  he drives at 80 mph. The distance covered in this time is 80 mph * 1.5 hours = 120 miles. So, after driving    │\n",
+       "│  120 miles towards home in the last part of his journey, he would be 165 - 120 = 45 miles away from home at     │\n",
+       "│  the end of those 4 hours.\",                                                                                    │\n",
+       "│    \"response_answer\": \"45\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m ✅ Agent Final Answer \u001b[0m\u001b[32m────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Answer:\u001b[0m                                                                                                  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m{\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_think\": \"To solve this problem, we first need to calculate the distance John covered during his \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92minitial 3-hour drive and then determine how far he was from home when he started his return journey. We'll \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92muse the formula distance = speed * time. For the first part of his journey, distance = 60 mph * 3 hours = 180\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mmiles. When John turns around, he is 180 miles away from home. During his return journey, he spends the first\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m2 hours in standstill traffic, so he doesn't cover any distance in that time. In the next half-hour, he \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mdrives at 30 mph, so the distance covered in that time is 30 mph * 0.5 hours = 15 miles. This means he is now\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m180 - 15 = 165 miles away from home. For the remaining time of the 4 hours, which is 4 - 2 - 0.5 = 1.5 hours,\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mhe drives at 80 mph. The distance covered in this time is 80 mph * 1.5 hours = 120 miles. So, after driving \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m120 miles towards home in the last part of his journey, he would be 165 - 120 = 45 miles away from home at \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92mthe end of those 4 hours.\",\u001b[0m                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m  \"response_answer\": \"45\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[92m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
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+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Task Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Task Completed                                                                                                 │\n",
+       "│  Name: d48ec6dc-2858-41a4-b7d4-a5974d7360b9                                                                     │\n",
+       "│  Agent:                                                                                                         │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
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+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Task Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mTask Completed\u001b[0m                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32md48ec6dc-2858-41a4-b7d4-a5974d7360b9\u001b[0m                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mAgent: \u001b[0m                                                                                                        \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
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+     "output_type": "display_data"
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+      "text/html": [
+       "
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+       "
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+       "\n"
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+     "data": {
+      "text/html": [
+       "
╭──────────────────────────────────────────────── Crew Completion ────────────────────────────────────────────────╮\n",
+       "│                                                                                                                 │\n",
+       "│  Crew Execution Completed                                                                                       │\n",
+       "│  Name: crew                                                                                                     │\n",
+       "│  ID: bc3af607-7e38-4cbd-b180-584fef499ced                                                                       │\n",
+       "│  Tool Args:                                                                                                     │\n",
+       "│  Final Output: {                                                                                                │\n",
+       "│    \"response_think\": \"To solve this problem, we first need to calculate the distance John covered during his    │\n",
+       "│  initial 3-hour drive and then determine how far he was from home when he started his return journey. We'll     │\n",
+       "│  use the formula distance = speed * time. For the first part of his journey, distance = 60 mph * 3 hours = 180  │\n",
+       "│  miles. When John turns around, he is 180 miles away from home. During his return journey, he spends the first  │\n",
+       "│  2 hours in standstill traffic, so he doesn't cover any distance in that time. In the next half-hour, he        │\n",
+       "│  drives at 30 mph, so the distance covered in that time is 30 mph * 0.5 hours = 15 miles. This means he is now  │\n",
+       "│  180 - 15 = 165 miles away from home. For the remaining time of the 4 hours, which is 4 - 2 - 0.5 = 1.5 hours,  │\n",
+       "│  he drives at 80 mph. The distance covered in this time is 80 mph * 1.5 hours = 120 miles. So, after driving    │\n",
+       "│  120 miles towards home in the last part of his journey, he would be 165 - 120 = 45 miles away from home at     │\n",
+       "│  the end of those 4 hours.\",                                                                                    │\n",
+       "│    \"response_answer\": \"45\"                                                                                      │\n",
+       "│  }                                                                                                              │\n",
+       "│                                                                                                                 │\n",
+       "│                                                                                                                 │\n",
+       "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
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+      ],
+      "text/plain": [
+       "\u001b[32m╭─\u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m Crew Completion \u001b[0m\u001b[32m───────────────────────────────────────────────\u001b[0m\u001b[32m─╮\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[1;32mCrew Execution Completed\u001b[0m                                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mName: \u001b[0m\u001b[32mcrew\u001b[0m                                                                                                     \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mID: \u001b[0m\u001b[32mbc3af607-7e38-4cbd-b180-584fef499ced\u001b[0m                                                                       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mTool Args: \u001b[0m                                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mFinal Output: {\u001b[0m                                                                                                \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_think\": \"To solve this problem, we first need to calculate the distance John covered during his \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37minitial 3-hour drive and then determine how far he was from home when he started his return journey. We'll \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37muse the formula distance = speed * time. For the first part of his journey, distance = 60 mph * 3 hours = 180\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mmiles. When John turns around, he is 180 miles away from home. During his return journey, he spends the first\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m2 hours in standstill traffic, so he doesn't cover any distance in that time. In the next half-hour, he \u001b[0m       \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mdrives at 30 mph, so the distance covered in that time is 30 mph * 0.5 hours = 15 miles. This means he is now\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m180 - 15 = 165 miles away from home. For the remaining time of the 4 hours, which is 4 - 2 - 0.5 = 1.5 hours,\u001b[0m  \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mhe drives at 80 mph. The distance covered in this time is 80 mph * 1.5 hours = 120 miles. So, after driving \u001b[0m   \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m120 miles towards home in the last part of his journey, he would be 165 - 120 = 45 miles away from home at \u001b[0m    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37mthe end of those 4 hours.\",\u001b[0m                                                                                    \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m  \"response_answer\": \"45\"\u001b[0m                                                                                      \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m  \u001b[37m}\u001b[0m                                                                                                              \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m│\u001b[0m                                                                                                                 \u001b[32m│\u001b[0m\n",
+       "\u001b[32m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "
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+      ],
+      "text/plain": [
+       "\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:21:04.024955-0400 DEBUG Processed 2 states in 6.524186134338379 seconds\n",
+      "2025-09-11T10:21:04.026144-0400 DEBUG 20 states processed in 3.2620930671691895 seconds average per state ...\n",
+      "2025-09-11T10:21:04.029499-0400 DEBUG Executing amap on function \n",
+      "2025-09-11T10:21:04.031580-0400 DEBUG 10 states processed. 2.6237964630126952e-05 seconds average per state in the last chunk ...\n",
+      "2025-09-11T10:21:04.032790-0400 DEBUG Executing amap on function \n",
+      "2025-09-11T10:21:04.034504-0400 DEBUG 10 states processed. 2.8192996978759766e-05 seconds average per state in the last chunk ...\n"
+     ]
+    }
+   ],
+   "source": [
+    "testset = AG.from_jsonl(os.path.join(gsm8k_dir, \"test.jsonl\"), GSM8K, jsonl=True, max_rows=args.test_size)\n",
+    "final_eval = best_optimizers.product(testset)\n",
+    "set_default_params(args, final_eval)\n",
+    "set_prompt_null(final_eval)\n",
+    "\n",
+    "final_eval.llm = eval_llm\n",
+    "final_eval.llm.temperature = 0.0                \n",
+    "final_eval = asyncio.run(final_eval.self_transduction([\"role\", \"goal\", \"expected_output\", \"imperative\", \"question\"], [\"response_think\", \"response_answer\"]))\n",
+    "\n",
+    "evalsets = testset.quotient(final_eval)\n",
+    "optimizer_scores = []\n",
+    "for ind, evalset in enumerate(evalsets):\n",
+    "    evalset = asyncio.run(evalset.amap(GSM8K.grade))    \n",
+    "    summary = report(evalset, report_name=f\"optimizer-test {ind+1}\")\n",
+    "    optimizer_scores.append(summary[\"score\"])\n",
+    "    setattr(best_optimizers[ind], \"score\", summary[\"score\"]) "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "2a56ba1e",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2025-09-11T10:21:04.044695-0400 INFO ################################\n",
+      "2025-09-11T10:21:04.046355-0400 INFO # best test score:[80, 70]\n",
+      "2025-09-11T10:21:04.047970-0400 INFO ################################\n"
+     ]
+    }
+   ],
+   "source": [
+    "loguru.logger.info(f\"################################\")\n",
+    "loguru.logger.info(f\"# best test score:{optimizer_scores}\")\n",
+    "loguru.logger.info(f\"################################\")   "
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "agentics-py-py3.12",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
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+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.8"
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+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}