DeepSearcher: An Open-Source Research Agent That's Faster and More Powerful Than Ever
2025-02-25
Zilliz has open-sourced DeepSearcher, a retrieval-augmented generation (RAG) agent that generates detailed reports on a given topic. Building upon a previous prototype, DeepSearcher adds query routing, conditional execution flow, and web crawling capabilities. Leveraging SambaNova's DeepSeek-R1 reasoning model, it significantly improves inference speed and report quality. DeepSearcher breaks down complex queries into sub-queries, iteratively researching, analyzing, and synthesizing information to produce a coherent report. This project highlights the importance of efficient inference services in AI applications and points towards building more advanced AI systems.
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AI