Turns Codebase into Easy Tutorial

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Ever stared at a new codebase written by others feeling completely lost? This tutorial shows you how to build an AI agent that analyzes GitHub repositories and creates beginner-friendly tutorials explaining exactly how the code works.

This is a tutorial project of [Pocket Flow](https://github.com/The-Pocket/PocketFlow), a 100-line LLM framework. It crawls GitHub repositories and build a knowledge base from the code. It analyzes entire codebases to identify core abstractions and how they interact, and transforms complex code into beginner-friendly tutorials with clear visualizations. ## ⭐ Example Tutorials for Popular GitHub Repositories! - [AutoGen Core](https://the-pocket.github.io/Tutorial-Codebase-Knowledge/AutoGen%20Core) - Build AI teams that talk, think, and solve problems together like coworkers! - [Browser Use](https://the-pocket.github.io/Tutorial-Codebase-Knowledge/Browser%20Use) - Let AI surf the web for you, clicking buttons and filling forms like a digital assistant! - [Celery](https://the-pocket.github.io/Tutorial-Codebase-Knowledge/Celery) - Supercharge your app with background tasks that run while you sleep! - [Click](https://the-pocket.github.io/Tutorial-Codebase-Knowledge/Click) - Turn Python functions into slick command-line tools with just a decorator! - [Crawl4AI](https://the-pocket.github.io/Tutorial-Codebase-Knowledge/Crawl4AI) - Train your AI to extract exactly what matters from any website! - [CrewAI](https://the-pocket.github.io/Tutorial-Codebase-Knowledge/CrewAI) - Assemble a dream team of AI specialists to tackle impossible problems! - [DSPy](https://the-pocket.github.io/Tutorial-Codebase-Knowledge/DSPy) - Build LLM apps like Lego blocks that optimize themselves! - [FastAPI](https://the-pocket.github.io/Tutorial-Codebase-Knowledge/FastAPI) - Create APIs at lightning speed with automatic docs that clients will love! - [Flask](https://the-pocket.github.io/Tutorial-Codebase-Knowledge/Flask) - Craft web apps with minimal code that scales from prototype to production! - [LangGraph](https://the-pocket.github.io/Tutorial-Codebase-Knowledge/LangGraph) - Design AI agents as flowcharts where each step remembers what happened before! - [LevelDB](https://the-pocket.github.io/Tutorial-Codebase-Knowledge/LevelDB) - Store data at warp speed with Google's engine that powers blockchains! - [MCP Python SDK](https://the-pocket.github.io/Tutorial-Codebase-Knowledge/MCP%20Python%20SDK) - Command cloud infrastructure with Python instead of clicking buttons! - [NumPy Core](https://the-pocket.github.io/Tutorial-Codebase-Knowledge/NumPy%20Core) - Master the engine behind data science that makes Python as fast as C! - [OpenManus](https://the-pocket.github.io/Tutorial-Codebase-Knowledge/OpenManus) - Program robot hands that move with human-like precision and grace! - [Pydantic Core](https://the-pocket.github.io/Tutorial-Codebase-Knowledge/Pydantic%20Core) - Validate data at rocket speed with just Python type hints! - [Requests](https://the-pocket.github.io/Tutorial-Codebase-Knowledge/Requests) - Talk to the internet in Python with code so simple it feels like cheating! - [SmolaAgents](https://the-pocket.github.io/Tutorial-Codebase-Knowledge/SmolaAgents) - Build tiny AI agents that punch way above their weight class!