AI Notes

A curated list of awesome things related to AI and more.

Agent Frameworks

• Agent Development Kit (ADK) - Google's framework for developing and deploying AI agents.
• Agno (ex phidata) - Open-source library for creating advanced multimodal agents.
• Autogen - A framework for building scalable multi-agent AI systems.
• CrewAI - Build AI agent teams that work together to tackle complex tasks
• LangGraph - Enables agent orchestration — offering customizable architectures, long-term memory, and human-in-the-loop to reliably handle complex tasks.
• LlamaIndex - Build AI Knowledge Assistants over your data.
• Pydantic AI Agents - Granular control over agent's input and output.
• Smolagents - Rapid prototyping and lightweight tasks.

Agent Courses

• AI Agentic Design Patterns with AutoGen @ DeepLearning.AI
• Multi AI Agent Systems with crewAI @ DeepLearning.AI
• Practical Multi AI Agents and Advanced Use Cases with crewAI @ DeepLearning.AI
• Agents Course by HuggingFace 🤗
• Building Agentic RAG with LlamaIndex @ DeepLearning.AI

Coding Assistants

• Aider - AI pair programming in your terminal, works with multiple LLMs
• Amazon CodeWhisperer - AWS's AI coding companion with security scanning built in
• Claude Code - Command line tool for agentic coding tasks, allowing developers to delegate work to Claude
• Codeium - Free AI-powered code completion and chat assistant for individual developers
• Continue - Open-source autopilot for VS Code and JetBrains IDEs
• Cursor - AI-first code editor with chat, inline editing, and codebase-aware assistance
• GitHub Copilot - AI pair programmer powered by OpenAI Codex, integrated into VS Code, Visual Studio, and other IDEs
• Google Gemini Code Assist - Google's AI coding assistant for enterprise development
• JetBrains AI Assistant - Built into JetBrains IDEs like IntelliJ IDEA and PyCharm
• OpenCode - The AI coding agent built for the terminal
• Qwen Code - Command-line AI workflow tool adapted from Gemini CLI, specifically optimized for Qwen3-Coder models
• Replit Ghostwriter - AI assistant integrated into the Replit online IDE
• Sourcegraph Cody - AI coding assistant with deep codebase understanding
• Tabnine - AI code completion tool that works across multiple IDEs and supports team learning
• Windsurf - AI-powered IDE by Codeium with collaborative coding features

Model Context Protocol (MCP)

• Model Context Protocol introduction, specification, SDKs etc.
• MCP Course by HuggingFace 🤗
• Model Context Protocol (MCP) Curriculum for Beginners by Microsoft

Observability & Evaluation

• ArizeAI
• LangFuse
• OpenLIT
• OpenTelemetry for Generative AI
• Pydantic Evals
• Pydantic Logfire
• MLFlow
• OpenLLMetry

Papers

• ChatDev: Communicative Agents for Software Development - [Source]
• Evaluating Large Language Models Trained on Code - discusses pass@k.
• τ-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains - introduces pass^k.

Retrieval-Augmented Generation (RAG)

• Design and develop a RAG solution

Other resources

• Text Splitter Visualizer - Great resource for understanding how text splitters work.