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![请添加图片描述](https://i-blog.csdnimg.cn/direct/567139f1a36e4564abc63ce5c12b6271.jpeg) ![请添加图片描述](https://i-blog.csdnimg.cn/direct/567139f1a36e4564abc63ce5c12b6271.jpeg)
<div align='center'> <div align='center'>
<p>
<a href='https://github.com/HKUDS/LightRAG'><img src='https://img.shields.io/badge/Project-Page-Green'></a> <a href='https://github.com/HKUDS/LightRAG'><img src='https://img.shields.io/badge/Project-Page-Green'></a>
<a href='https://arxiv.org/abs/2410.05779'><img src='https://img.shields.io/badge/arXiv-2410.05779-b31b1b'></a> <a href='https://arxiv.org/abs/2410.05779'><img src='https://img.shields.io/badge/arXiv-2410.05779-b31b1b'></a>
<img src="https://badges.pufler.dev/visits/hkuds/lightrag?style=flat-square&logo=github"> <img src="https://badges.pufler.dev/visits/hkuds/lightrag?style=flat-square&logo=github">
<img src='https://img.shields.io/github/stars/hkuds/lightrag?color=green&style=social' /> <img src='https://img.shields.io/github/stars/hkuds/lightrag?color=green&style=social' />
</p>
<p>
<img src="https://img.shields.io/badge/python->=3.9.11-blue">
<a href="https://pypi.org/project/lightrag-hku/"><img src="https://img.shields.io/pypi/v/lightrag-hku.svg"></a>
<a href="https://pepy.tech/project/lightrag-hku"><img src="https://static.pepy.tech/badge/lightrag-hku/month"></a>
</p>
This repository hosts the code of LightRAG. The structure of this code is based on [nano-graphrag](https://github.com/gusye1234/nano-graphrag). This repository hosts the code of LightRAG. The structure of this code is based on [nano-graphrag](https://github.com/gusye1234/nano-graphrag).
![请添加图片描述](https://i-blog.csdnimg.cn/direct/b2aaf634151b4706892693ffb43d9093.png) ![请添加图片描述](https://i-blog.csdnimg.cn/direct/b2aaf634151b4706892693ffb43d9093.png)