Open Deep Search: Democratizing Search with Open-source Reasoning Agents
- Published
- Source
- arXiv
- Paper number
- 051
- Field
- Search / Agents
- arXiv ID
- 2503.20201
Key points
- Existing proprietary search AI solutions limit transparency, innovation, and community-driven development.
- Current open-source search tools lack sophisticated query processing and contextual retrieval capabilities.
- It presents Open Search Tool, which includes query reformulation, advanced retrieval, and context augmentation.
- It presents two reasoning agent architectures, ReAct and CodeAct, that interpret queries and coordinate tool use.
- It is a plug-and-play framework that can integrate with any underlying language model.
- Adaptive web search based on result quality improves both efficiency and accuracy.
Paper links
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