Tutorial-Codebase-Knowledge/docs/index.md

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Turns Codebase into Easy Tutorial

Ever stared at a new codebase written by others feeling completely lost? This project analyzes GitHub repositories and creates beginner-friendly tutorials explaining exactly how the code works - all powered by AI! Our intelligent system automatically breaks down complex codebases into digestible explanations that even beginners can understand.

This is a tutorial project of Pocket Flow, a 100-line LLM framework. It crawls GitHub repositories and build a knowledge base from the code.

Example Tutorials for Popular GitHub Repositories

• [AutoGen Core](./AutoGen Core/index.md) - Build AI teams that talk, think, and solve problems together like coworkers!
• [Browser Use](./Browser Use/index.md) - Let AI surf the web for you, clicking buttons and filling forms like a digital assistant!
• Celery - Supercharge your app with background tasks that run while you sleep!
• Click - Turn Python functions into slick command-line tools with just a decorator!
• Codex - Turn plain English into working code with this AI terminal wizard!
• Crawl4AI - Train your AI to extract exactly what matters from any website!
• CrewAI - Assemble a dream team of AI specialists to tackle impossible problems!
• DSPy - Build LLM apps like Lego blocks that optimize themselves!
• FastAPI - Create APIs at lightning speed with automatic docs that clients will love!
• Flask - Craft web apps with minimal code that scales from prototype to production!
• [Google A2A](./Google A2A/index.md) - The universal language that lets AI agents collaborate across borders!
• LangGraph - Design AI agents as flowcharts where each step remembers what happened before!
• LevelDB - Store data at warp speed with Google's engine that powers blockchains!
• [MCP Python SDK](./MCP Python SDK/index.md) - Build powerful apps that communicate through an elegant protocol without sweating the details!
• [NumPy Core](./NumPy Core/index.md) - Master the engine behind data science that makes Python as fast as C!
• OpenManus - Build AI agents with digital brains that think, learn, and use tools just like humans do!
• [Pydantic Core](./Pydantic Core/index.md) - Validate data at rocket speed with just Python type hints!
• Requests - Talk to the internet in Python with code so simple it feels like cheating!
• SmolaAgents - Build tiny AI agents that punch way above their weight class!