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zachary62 2025-01-14 00:25:51 +00:00
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README.md
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[![Docs](https://img.shields.io/badge/docs-latest-blue)](https://minillmflow.github.io/PocketFlow/) [![Docs](https://img.shields.io/badge/docs-latest-blue)](https://minillmflow.github.io/PocketFlow/)
<div align="center"> <div align="center">
<img src="/assets/minillmflow.jpg" width="400"/> <img src="./assets/minillmflow.jpg" width="400"/>
</div> </div>
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@ -67,7 +67,12 @@ Pocket Flow is also a *learning resource*, as current frameworks abstract too mu
## How Does it Work? ## How Does it Work?
The [100 lines](pocketflow/__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. The [100 lines](pocketflow/__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.
<div align="center">
<img src="./assets/graph.png" width="400"/>
</div>
- To learn more details, please check out documentation: https://minillmflow.github.io/PocketFlow/ - To learn more details, please check out documentation: https://minillmflow.github.io/PocketFlow/

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