From 38e7adbda647fd6fe04140ab74a4d883c5a95e3a Mon Sep 17 00:00:00 2001 From: SAI NIVEDH V Date: Fri, 28 Jun 2024 18:10:16 +0530 Subject: [PATCH 1/5] done --- SimplerLLM/language/llm.py | 16 +++- SimplerLLM/tools/vector_db.py | 72 ++++++++++++++++++ .../data_level0.bin | Bin 0 -> 6284000 bytes .../header.bin | Bin 0 -> 100 bytes .../length.bin | Bin 0 -> 4000 bytes .../link_lists.bin | 0 .../data_level0.bin | Bin 0 -> 1676000 bytes .../header.bin | Bin 0 -> 100 bytes .../length.bin | Bin 0 -> 4000 bytes .../link_lists.bin | 0 chroma_db/chroma.sqlite3 | Bin 0 -> 348160 bytes new-openai.py | 64 ++++++++++++++++ new.py | 64 ++++++++++++++++ 13 files changed, 212 insertions(+), 4 deletions(-) create mode 100644 SimplerLLM/tools/vector_db.py create mode 100644 chroma_db/104d460b-aaa5-4746-969c-b131149e52a7/data_level0.bin create mode 100644 chroma_db/104d460b-aaa5-4746-969c-b131149e52a7/header.bin create mode 100644 chroma_db/104d460b-aaa5-4746-969c-b131149e52a7/length.bin create mode 100644 chroma_db/104d460b-aaa5-4746-969c-b131149e52a7/link_lists.bin create mode 100644 chroma_db/7f8bd9ff-1cf4-4944-81ab-e7c257a0268c/data_level0.bin create mode 100644 chroma_db/7f8bd9ff-1cf4-4944-81ab-e7c257a0268c/header.bin create mode 100644 chroma_db/7f8bd9ff-1cf4-4944-81ab-e7c257a0268c/length.bin create mode 100644 chroma_db/7f8bd9ff-1cf4-4944-81ab-e7c257a0268c/link_lists.bin create mode 100644 chroma_db/chroma.sqlite3 create mode 100644 new-openai.py create mode 100644 new.py diff --git a/SimplerLLM/language/llm.py b/SimplerLLM/language/llm.py index e1a9de1..1ff7aa9 100644 --- a/SimplerLLM/language/llm.py +++ b/SimplerLLM/language/llm.py @@ -1,7 +1,8 @@ -import SimplerLLM.language.llm_providers.openai_llm as openai_llm -import SimplerLLM.language.llm_providers.gemini_llm as gemini_llm -import SimplerLLM.language.llm_providers.anthropic_llm as anthropic_llm -from SimplerLLM.prompts.messages_template import MessagesTemplate +import os +from dotenv import load_dotenv +from SimplerLLM.tools.vector_db import VectorDB +from SimplerLLM.language.llm_providers.openai_llm import generate_response as openai_generate_response +from SimplerLLM.language.llm_providers.openai_llm import generate_response_async as openai_generate_response_async from enum import Enum @@ -23,6 +24,8 @@ def __init__( self.model_name = model_name self.temperature = temperature self.top_p = top_p + self.vector_db = VectorDB() + @staticmethod def create( @@ -52,6 +55,11 @@ def prepare_params(self, model_name, temperature, top_p): "temperature": temperature if temperature else self.temperature, "top_p": top_p if top_p else self.top_p, } + def store_response_as_vector(self, texts): + self.vector_db.store_vectors(texts) + + def find_similar_responses(self, text): + return self.vector_db.query_similar(text) class OpenAILLM(LLM): diff --git a/SimplerLLM/tools/vector_db.py b/SimplerLLM/tools/vector_db.py new file mode 100644 index 0000000..3a2d648 --- /dev/null +++ b/SimplerLLM/tools/vector_db.py @@ -0,0 +1,72 @@ +# import os +# import chromadb +# from chromadb.utils import embedding_functions + +# class VectorDB: +# def __init__(self): +# persistence_directory = "./chroma_db" +# self.client = chromadb.PersistentClient(path=persistence_directory) +# self.embedding_function = embedding_functions.SentenceTransformerEmbeddingFunction(model_name="all-MiniLM-L6-v2") +# self.collection = self.client.get_or_create_collection( +# name="responses", +# embedding_function=self.embedding_function +# ) + +# def store_vectors(self, texts): +# self.collection.add(documents=texts, ids=[f"id_{i}" for i in range(len(texts))]) + +# def query_vectors(self, query_text): +# results = self.collection.query(query_texts=[query_text], n_results=5) +# return results['documents'][0] + +# def store_response(self, text): +# self.collection.add(documents=[text], ids=[f"id_{self.collection.count()}"]) + +# def query_similar(self, query_text): +# return self.query_vectors(query_text) + +import chromadb +from chromadb.utils import embedding_functions +import os +from dotenv import load_dotenv +import uuid + +load_dotenv() + +class VectorDB: + def __init__(self): + persistence_directory = "./chroma_db" + self.client = chromadb.PersistentClient(path=persistence_directory) + + api_key = os.getenv("OPENAI_API_KEY") + if not api_key: + raise ValueError("OPENAI_API_KEY not found in environment variables") + + self.embedding_function = embedding_functions.OpenAIEmbeddingFunction( + api_key=api_key, + model_name="text-embedding-ada-002" + ) + + # Generate a unique name for the new collection + collection_name = f"responses_openai_{uuid.uuid4().hex[:8]}" + + print(f"Creating new collection: {collection_name}") + self.collection = self.client.create_collection( + name=collection_name, + embedding_function=self.embedding_function + ) + + def store_vectors(self, texts): + # Use a unique identifier for each text + ids = [f"id_{uuid.uuid4().hex}" for _ in texts] + self.collection.add(documents=texts, ids=ids) + + def query_vectors(self, query_text): + results = self.collection.query(query_texts=[query_text], n_results=5) + return results['documents'][0] + + def store_response(self, text): + self.collection.add(documents=[text], ids=[f"id_{uuid.uuid4().hex}"]) + + def query_similar(self, query_text): + return self.query_vectors(query_text) \ No newline at end of file diff --git a/chroma_db/104d460b-aaa5-4746-969c-b131149e52a7/data_level0.bin b/chroma_db/104d460b-aaa5-4746-969c-b131149e52a7/data_level0.bin new file mode 100644 index 0000000000000000000000000000000000000000..ea3192e8ec5112eb8b4f2a7bde5d13bbb95e6ac0 GIT binary patch literal 6284000 zcmeFtfdBvi0Dz$VsTV1P3IhfV7%*VKfB^#r3>YwAz<>b*1`HT5V8DO@0|pEjFkrxd z0RsjM7%*VKfB^#r3>YwAz<>b*1`HT5V8DO@0|pEjFkrxd0RsjM7%*VKfB^#r3>YwA zz<>b*1`HT5V8DO@0|pEjFkrxd0RsjM7%*VKfB^#r3>YwAz<>b*1`HT5V8DO@0|pEj zFkrxd0RsjM7%*VKfB^#r3>YwAz<>b*1`HT5V8DO@0|pEjFkrxd0RsjM7%*VKfB^#r z3>YwAz<>b*1`HT5V8DO@0|pEjFkrxd0RsjM7%*VKfB^#r3>YwAz<>b*1`HT5V8DO@ 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b/new-openai.py @@ -0,0 +1,64 @@ +from SimplerLLM.language.llm import LLM, LLMProvider +from dotenv import load_dotenv +import os +import time + +load_dotenv() + +def test_vector_storage_and_retrieval(): + llm = LLM(provider=LLMProvider.OPENAI, model_name="gpt-3.5-turbo") + + prompts = [ + "What is artificial intelligence and how does it differ from human intelligence?", + "Explain the process of machine learning and its key components.", + "Describe the architecture of deep neural networks and their layers.", + "What are the applications of natural language processing in everyday technology?", + "How does computer vision work and what are its real-world applications?", + "Explain the concept of reinforcement learning and its use in robotics.", + "What are the ethical concerns surrounding AI development and deployment?", + "How does transfer learning accelerate AI model development?", + "Describe the differences between supervised, unsupervised, and semi-supervised learning.", + "What is the role of big data in advancing AI capabilities?", + "Explain the concept of explainable AI and why it's important.", + "How do genetic algorithms work in optimization problems?", + "What are the challenges in developing artificial general intelligence (AGI)?", + "Describe the impact of AI on healthcare diagnostics and treatment.", + "How does AI contribute to autonomous vehicle technology?" + ] + + print("Storing responses as vectors...") + start_time = time.time() + llm.store_response_as_vector(prompts) + end_time = time.time() + print(f"Responses stored successfully. Time taken: {end_time - start_time:.2f} seconds") + + query_prompts = [ + "What are the fundamental principles of AI?", + "How do machines learn from data?", + "Explain the inner workings of neural networks.", + "What are some practical applications of NLP?", + "How is AI changing the automotive industry?", + "What are the moral implications of using AI in decision-making?", + "How is AI transforming the healthcare sector?", + "What are the key differences between AI learning paradigms?", + "How does AI handle complex optimization problems?", + "What are the challenges in making AI systems more transparent?" + ] + + print("\nQuerying for similar responses:") + for query_prompt in query_prompts: + print(f"\nQuery: {query_prompt}") + start_time = time.time() + similar_responses = llm.find_similar_responses(query_prompt) + end_time = time.time() + print(f"Time taken: {end_time - start_time:.2f} seconds") + print("Similar responses:") + for i, response in enumerate(similar_responses, 1): + print(f"{i}. {response}") + +def main(): + print("Starting vector storage and retrieval test...") + test_vector_storage_and_retrieval() + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/new.py b/new.py new file mode 100644 index 0000000..ebfaa0c --- /dev/null +++ b/new.py @@ -0,0 +1,64 @@ +from SimplerLLM.language.llm import LLM, LLMProvider +from dotenv import load_dotenv +import os +import time + +load_dotenv() + +def test_vector_storage_and_retrieval(): + llm = LLM(provider=LLMProvider.OPENAI, model_name="gpt-3.5-turbo") + + prompts = [ + "What is artificial intelligence and how does it differ from human intelligence?", + "Explain the process of machine learning and its key components.", + "Describe the architecture of deep neural networks and their layers.", + "What are the applications of natural language processing in everyday technology?", + "How does computer vision work and what are its real-world applications?", + "Explain the concept of reinforcement learning and its use in robotics.", + "What are the ethical concerns surrounding AI development and deployment?", + "How does transfer learning accelerate AI model development?", + "Describe the differences between supervised, unsupervised, and semi-supervised learning.", + "What is the role of big data in advancing AI capabilities?", + "Explain the concept of explainable AI and why it's important.", + "How do genetic algorithms work in optimization problems?", + "What are the challenges in developing artificial general intelligence (AGI)?", + "Describe the impact of AI on healthcare diagnostics and treatment.", + "How does AI contribute to autonomous vehicle technology?" + ] + + print("Storing responses as vectors...") + start_time = time.time() + llm.store_response_as_vector(prompts) + end_time = time.time() + print(f"Responses stored successfully. Time taken: {end_time - start_time:.2f} seconds") + + query_prompts = [ + "What are the fundamental principles of AI?", + "How do machines learn from data?", + "Explain the inner workings of neural networks.", + "What are some practical applications of NLP?", + "How is AI changing the automotive industry?", + "What are the moral implications of using AI in decision-making?", + "How is AI transforming the healthcare sector?", + "What are the key differences between AI learning paradigms?", + "How does AI handle complex optimization problems?", + "What are the challenges in making AI systems more transparent?" + ] + + print("\nQuerying for similar responses:") + for query_prompt in query_prompts: + print(f"\nQuery: {query_prompt}") + start_time = time.time() + similar_responses = llm.find_similar_responses(query_prompt) + end_time = time.time() + print(f"Time taken: {end_time - start_time:.2f} seconds") + print("Similar responses:") + for i, response in enumerate(similar_responses, 1): + print(f"{i}. {response}") + +def main(): + print("Starting vector storage and retrieval test...") + test_vector_storage_and_retrieval() + +if __name__ == "__main__": + main() \ No newline at end of file From 68fb991169a17ac35e27760346751bbdde398a64 Mon Sep 17 00:00:00 2001 From: SAI NIVEDH V Date: Fri, 28 Jun 2024 20:51:19 +0530 Subject: [PATCH 2/5] Delete new-openai.py --- new-openai.py | 64 --------------------------------------------------- 1 file changed, 64 deletions(-) delete mode 100644 new-openai.py diff --git a/new-openai.py b/new-openai.py deleted file mode 100644 index ebfaa0c..0000000 --- a/new-openai.py +++ /dev/null @@ -1,64 +0,0 @@ -from SimplerLLM.language.llm import LLM, LLMProvider -from dotenv import load_dotenv -import os -import time - -load_dotenv() - -def test_vector_storage_and_retrieval(): - llm = LLM(provider=LLMProvider.OPENAI, model_name="gpt-3.5-turbo") - - prompts = [ - "What is artificial intelligence and how does it differ from human intelligence?", - "Explain the process of machine learning and its key components.", - "Describe the architecture of deep neural networks and their layers.", - "What are the applications of natural language processing in everyday technology?", - "How does computer vision work and what are its real-world applications?", - "Explain the concept of reinforcement learning and its use in robotics.", - "What are the ethical concerns surrounding AI development and deployment?", - "How does transfer learning accelerate AI model development?", - "Describe the differences between supervised, unsupervised, and semi-supervised learning.", - "What is the role of big data in advancing AI capabilities?", - "Explain the concept of explainable AI and why it's important.", - "How do genetic algorithms work in optimization problems?", - "What are the challenges in developing artificial general intelligence (AGI)?", - "Describe the impact of AI on healthcare diagnostics and treatment.", - "How does AI contribute to autonomous vehicle technology?" - ] - - print("Storing responses as vectors...") - start_time = time.time() - llm.store_response_as_vector(prompts) - end_time = time.time() - print(f"Responses stored successfully. Time taken: {end_time - start_time:.2f} seconds") - - query_prompts = [ - "What are the fundamental principles of AI?", - "How do machines learn from data?", - "Explain the inner workings of neural networks.", - "What are some practical applications of NLP?", - "How is AI changing the automotive industry?", - "What are the moral implications of using AI in decision-making?", - "How is AI transforming the healthcare sector?", - "What are the key differences between AI learning paradigms?", - "How does AI handle complex optimization problems?", - "What are the challenges in making AI systems more transparent?" - ] - - print("\nQuerying for similar responses:") - for query_prompt in query_prompts: - print(f"\nQuery: {query_prompt}") - start_time = time.time() - similar_responses = llm.find_similar_responses(query_prompt) - end_time = time.time() - print(f"Time taken: {end_time - start_time:.2f} seconds") - print("Similar responses:") - for i, response in enumerate(similar_responses, 1): - print(f"{i}. {response}") - -def main(): - print("Starting vector storage and retrieval test...") - test_vector_storage_and_retrieval() - -if __name__ == "__main__": - main() \ No newline at end of file From 64cba0e10ad1e42f1bdec352234a285ff164ad0b Mon Sep 17 00:00:00 2001 From: SAI NIVEDH V Date: Fri, 28 Jun 2024 20:52:32 +0530 Subject: [PATCH 3/5] Update vector_db.py --- SimplerLLM/tools/vector_db.py | 61 +++++------------------------------ 1 file changed, 8 insertions(+), 53 deletions(-) diff --git a/SimplerLLM/tools/vector_db.py b/SimplerLLM/tools/vector_db.py index 3a2d648..002323c 100644 --- a/SimplerLLM/tools/vector_db.py +++ b/SimplerLLM/tools/vector_db.py @@ -1,72 +1,27 @@ -# import os -# import chromadb -# from chromadb.utils import embedding_functions - -# class VectorDB: -# def __init__(self): -# persistence_directory = "./chroma_db" -# self.client = chromadb.PersistentClient(path=persistence_directory) -# self.embedding_function = embedding_functions.SentenceTransformerEmbeddingFunction(model_name="all-MiniLM-L6-v2") -# self.collection = self.client.get_or_create_collection( -# name="responses", -# embedding_function=self.embedding_function -# ) - -# def store_vectors(self, texts): -# self.collection.add(documents=texts, ids=[f"id_{i}" for i in range(len(texts))]) - -# def query_vectors(self, query_text): -# results = self.collection.query(query_texts=[query_text], n_results=5) -# return results['documents'][0] - -# def store_response(self, text): -# self.collection.add(documents=[text], ids=[f"id_{self.collection.count()}"]) - -# def query_similar(self, query_text): -# return self.query_vectors(query_text) - +import os import chromadb from chromadb.utils import embedding_functions -import os -from dotenv import load_dotenv -import uuid - -load_dotenv() class VectorDB: def __init__(self): persistence_directory = "./chroma_db" self.client = chromadb.PersistentClient(path=persistence_directory) - - api_key = os.getenv("OPENAI_API_KEY") - if not api_key: - raise ValueError("OPENAI_API_KEY not found in environment variables") - - self.embedding_function = embedding_functions.OpenAIEmbeddingFunction( - api_key=api_key, - model_name="text-embedding-ada-002" - ) - - # Generate a unique name for the new collection - collection_name = f"responses_openai_{uuid.uuid4().hex[:8]}" - - print(f"Creating new collection: {collection_name}") - self.collection = self.client.create_collection( - name=collection_name, + self.embedding_function = embedding_functions.SentenceTransformerEmbeddingFunction(model_name="all-MiniLM-L6-v2") + self.collection = self.client.get_or_create_collection( + name="responses", embedding_function=self.embedding_function ) def store_vectors(self, texts): - # Use a unique identifier for each text - ids = [f"id_{uuid.uuid4().hex}" for _ in texts] - self.collection.add(documents=texts, ids=ids) + self.collection.add(documents=texts, ids=[f"id_{i}" for i in range(len(texts))]) def query_vectors(self, query_text): results = self.collection.query(query_texts=[query_text], n_results=5) return results['documents'][0] def store_response(self, text): - self.collection.add(documents=[text], ids=[f"id_{uuid.uuid4().hex}"]) + self.collection.add(documents=[text], ids=[f"id_{self.collection.count()}"]) def query_similar(self, query_text): - return self.query_vectors(query_text) \ No newline at end of file + return self.query_vectors(query_text) + From 240dc240d8f0914809b3e458080fb17162d417d2 Mon Sep 17 00:00:00 2001 From: SAI NIVEDH V Date: Fri, 28 Jun 2024 21:07:10 +0530 Subject: [PATCH 4/5] Update requirements.txt --- requirements.txt | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/requirements.txt b/requirements.txt index 293f55f..971bf43 100644 --- a/requirements.txt +++ b/requirements.txt @@ -11,4 +11,5 @@ python_docx==1.1.0 pytube==15.0.0 Requests==2.31.0 youtube_transcript_api==0.6.2 - +sentence-transformers==3.0.1 +chromadb==0.5.3 From f101cd6a6e03affaa3b87f2355fe3592ba7e59cd Mon Sep 17 00:00:00 2001 From: SAI NIVEDH V Date: Tue, 2 Jul 2024 00:23:29 +0530 Subject: [PATCH 5/5] Update new.py Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com> --- new.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/new.py b/new.py index ebfaa0c..373a26f 100644 --- a/new.py +++ b/new.py @@ -28,7 +28,10 @@ def test_vector_storage_and_retrieval(): print("Storing responses as vectors...") start_time = time.time() - llm.store_response_as_vector(prompts) + try: + llm.store_response_as_vector(prompts) + except Exception as e: + print("Error occurred:", e) end_time = time.time() print(f"Responses stored successfully. Time taken: {end_time - start_time:.2f} seconds")