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zachary62
2025-04-04 17:40:46 -04:00
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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.*
<p align="center">
<a href="https://github.com/The-Pocket/PocketFlow" target="_blank">
<img
src="./assets/banner.png" width="800"
/>
</a>
<img
src="./assets/banner.png" width="800"
/>
</p>
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!
<p align="center">
<img
src="./assets/example.png" width="600"
/>
</p>
- [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!

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