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 <h1 align="center">Pocket Flow - LLM Framework in 100 Lines</h1>
 
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 ![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)
 [![Docs](https://img.shields.io/badge/docs-latest-blue)](https://minillmflow.github.io/PocketFlow/)
 
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 A [100-line](pocketflow/__init__.py) minimalist LLM framework for ([Multi-](https://minillmflow.github.io/PocketFlow/multi_agent.html))[Agents](https://minillmflow.github.io/PocketFlow/agent.html), [task decomposition](https://minillmflow.github.io/PocketFlow/decomp.html), [RAG](https://minillmflow.github.io/PocketFlow/rag.html), etc.
 
 - Install via  ```pip install pocketflow```, or just copy the [source codes](pocketflow/__init__.py) (only 100 lines)
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 Pocket Flow is also a *learning resource*, as current frameworks abstract too much away.
 
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 ## How Does it Work?
 
 The [100 lines](minillmflow/__init__.py) capture what we see as the core abstraction of most LLM frameworks: a **nested directed graph** that breaks down tasks into multiple (LLM) steps, with branching and recursion for agent-like decision-making. From there, it’s easy to layer on more complex features.