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@@ -14,7 +14,7 @@
<div style="background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); border-radius: 15px; padding: 25px; text-align: center;">
<p>
<a href='https://github.com/HKUDS/RAG-Anything'><img src='https://img.shields.io/badge/🔥项目-主页-00d9ff?style=for-the-badge&logo=github&logoColor=white&labelColor=1a1a2e'></a>
<a href='https://arxiv.org/abs/2410.05779'><img src='https://img.shields.io/badge/📄arXiv-2410.05779-ff6b6b?style=for-the-badge&logo=arxiv&logoColor=white&labelColor=1a1a2e'></a>
<a href='https://arxiv.org/abs/2510.12323'><img src='https://img.shields.io/badge/📄arXiv-2510.12323-ff6b6b?style=for-the-badge&logo=arxiv&logoColor=white&labelColor=1a1a2e'></a>
<a href='https://github.com/HKUDS/LightRAG'><img src='https://img.shields.io/badge/⚡基于-LightRAG-4ecdc4?style=for-the-badge&logo=lightning&logoColor=white&labelColor=1a1a2e'></a>
</p>
<p>
@@ -1127,13 +1127,14 @@ await rag.process_document_complete(
</div>
```bibtex
@article{guo2024lightrag,
title={LightRAG: Simple and Fast Retrieval-Augmented Generation},
author={Zirui Guo and Lianghao Xia and Yanhua Yu and Tu Ao and Chao Huang},
year={2024},
eprint={2410.05779},
@misc{guo2025raganythingallinoneragframework,
title={RAG-Anything: All-in-One RAG Framework},
author={Zirui Guo and Xubin Ren and Lingrui Xu and Jiahao Zhang and Chao Huang},
year={2025},
eprint={2510.12323},
archivePrefix={arXiv},
primaryClass={cs.IR}
primaryClass={cs.AI},
url={https://arxiv.org/abs/2510.12323},
}
```