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# Retrieval-Augmented Generation with Hierarchical Knowledge (🤗 HiRAG)
This is the repo for the paper [Retrieval-Augmented Generation with Hierarchical Knowledge](https://arxiv.org/abs/2503.10150).
# 🤗 HiRAG: Retrieval-Augmented Generation with Hierarchical Knowledge
This is the repo for the paper [HiRAG: Retrieval-Augmented Generation with Hierarchical Knowledge](https://arxiv.org/abs/2503.10150).
## Model Pipeline
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## Cite Us
```
@misc{huang2025retrievalaugmentedgenerationhierarchicalknowledge,
title={Retrieval-Augmented Generation with Hierarchical Knowledge},
@misc{huang2025hiragretrievalaugmentedgenerationhierarchical,
title={HiRAG: Retrieval-Augmented Generation with Hierarchical Knowledge},
author={Haoyu Huang and Yongfeng Huang and Junjie Yang and Zhenyu Pan and Yongqiang Chen and Kaili Ma and Hongzhi Chen and James Cheng},
year={2025},
eprint={2503.10150},