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1. RUC-NLPIR/FlashRAG RUC-NLPIR/FlashRAG Public

   ⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)

   Python 3.2k 269

2. RUC-GSAI/YuLan-IR RUC-GSAI/YuLan-IR Public

   YuLan-IR: Information Retrieval Boosted LMs

   Python 221 14

3. MetaRAG MetaRAG Public

   Code for the paper: Metacognitive Retrieval-Augmented Large Language Models

   Python 34 5

4. RUC-NLPIR/WebThinker RUC-NLPIR/WebThinker Public

   [NeurIPS 2025] 🌐 WebThinker: Empowering Large Reasoning Models with Deep Research Capability

   Python 1.3k 135

5. LongRefiner LongRefiner Public

   The code for paper: Hierarchical Document Refinement for Long-context Retrieval-augmented Generation [ACL2025 Oral]

   Python 36 4

6. RUC-NLPIR/HiRA RUC-NLPIR/HiRA Public

   The code for paper: Decoupled Planning and Execution: A Hierarchical Reasoning Framework for Deep Search

   Python 62 8