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<div align="center">
# 🤗 HiRAG: Retrieval-Augmented Generation with Hierarchical Knowledge
<p align="center">
<img src="./imgs/icon.jpg" width="55%" style="max-width: 150px;">
</p>
[<img align="center" src="https://img.shields.io/badge/arXiv-2503.10150 HiRAG -b31b1b" />](https://arxiv.org/abs/2503.10150)
[<img align="center" src="https://img.shields.io/badge/Dataset-TommyChien/UltraDomain -yellow" />](https://huggingface.co/datasets/TommyChien/UltraDomain)