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![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg) ![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/) [![Docs](https://img.shields.io/badge/docs-latest-blue)](https://the-pocket.github.io/PocketFlow/)
<div align="center"> <div align="center">
<img src="./assets/minillmflow.jpg" width="400"/> <img src="./assets/minillmflow.jpg" width="400"/>
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<br> <br>
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. A [100-line](pocketflow/__init__.py) minimalist LLM framework for ([Multi-](https://the-pocket.github.io/PocketFlow/multi_agent.html))[Agents](https://the-pocket.github.io/PocketFlow/agent.html), [Task Decomposition](https://the-pocket.github.io/PocketFlow/decomp.html), [RAG](https://the-pocket.github.io/PocketFlow/rag.html), etc.
- Install via ```pip install pocketflow```, or just copy the [source codes](pocketflow/__init__.py) (only 100 lines) - Install via ```pip install pocketflow```, or just copy the [source codes](pocketflow/__init__.py) (only 100 lines)
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- For stronger coding capabilities, consider sending the [docs](docs) to more advanced models like O1. - For stronger coding capabilities, consider sending the [docs](docs) to more advanced models like O1.
- Paste the docs link (https://github.com/miniLLMFlow/PocketFlow/tree/main/docs) to [Gitingest](https://gitingest.com/). - Paste the docs link (https://github.com/the-pocket/PocketFlow/tree/main/docs) to [Gitingest](https://gitingest.com/).
- Then, paste the generated contents into your O1 prompt, and ask it to build LLM apps. - Then, paste the generated contents into your O1 prompt, and ask it to build LLM apps.
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</details> </details>
Documentation: https://minillmflow.github.io/PocketFlow/ Documentation: https://the-pocket.github.io/PocketFlow/
## Why Pocket Flow? ## Why Pocket Flow?
@ -81,9 +81,9 @@ The [100 lines](pocketflow/__init__.py) capture what we see as the core abstract
- To learn more details, please check out documentation: https://minillmflow.github.io/PocketFlow/ - To learn more details, please check out documentation: https://the-pocket.github.io/PocketFlow/
- Beginner Tutorial: [Text summarization for Paul Graham Essay + QA agent](https://colab.research.google.com/github/miniLLMFlow/PocketFlow/blob/main/cookbook/demo.ipynb) - Beginner Tutorial: [Text summarization for Paul Graham Essay + QA agent](https://colab.research.google.com/github/the-pocket/PocketFlow/blob/main/cookbook/demo.ipynb)
- Have questions for this tutorial? Ask LLM assistants through [this prompt](https://chatgpt.com/share/676f16d2-7064-8000-b9d7-f6874346a6b5) - Have questions for this tutorial? Ask LLM assistants through [this prompt](https://chatgpt.com/share/676f16d2-7064-8000-b9d7-f6874346a6b5)