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# 🤗 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).
- **Accepted at [EMNLP 2025](https://2025.emnlp.org/) Findings!🎉**
**🎉 Accepted at [EMNLP 2025](https://2025.emnlp.org/) Findings! 🎊**
This is the repo for the paper [HiRAG: Retrieval-Augmented Generation with Hierarchical Knowledge](https://arxiv.org/abs/2503.10150).
## Model Pipeline
![image-20240129111934589](./imgs/hirag_ds_trans.drawio.png)