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.

  • AutoGen Core - Build AI teams that talk, think, and solve problems together like coworkers!
  • Browser Use - 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 - 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 - Build powerful apps that communicate through an elegant protocol without sweating the details!
  • NumPy Core - 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 - 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!