pat-jj/DeepRetrieval
[COLM’25] DeepRetrieval — 🔥 Training Search Agent by RLVR with Retrieval Outcome
DeepRetrieval helps researchers, clinicians, and anyone needing precise information quickly by automatically improving search queries. It takes your initial search query, refines it using a sophisticated AI, and outputs a more effective query to find exactly what you need in databases like PubMed or clinical trial registries. This is for professionals who frequently search vast amounts of domain-specific text and need to maximize their retrieval success without manually rephrasing queries.
696 stars. No commits in the last 6 months.
Use this if you consistently struggle to find relevant information with your initial search queries in specialized databases and want an AI to intelligently rephrase them for better results.
Not ideal if you are performing simple keyword searches on general-purpose web search engines or if you prefer full manual control over every aspect of your query formulation.
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696
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85
Language
Python
License
MIT
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Last pushed
Oct 12, 2025
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