GH Repository · zilliztech
deep-searcher
Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.
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agent-appPythonqwen3claudereasoning-modelsagentpythonllmgrokragmakedockerllama4vector-databaseagentic-ragdeepseekzillizmilvusgrok3openaideep-researchpython/uvdeepseek-r1
deep-searcher is a Python open-source alternative to deep research tools that reasons over and searches private data, described as an agentic RAG application. The repository ships a deep-searcher package with Docker, Make, and Python uv toolchain support, and its topics indicate integration with vector databases (Milvus/Zilliz) and multiple LLM providers (DeepSeek, OpenAI, Claude, Qwen, Grok, Llama).
Use it when you want deep-research-style reasoning and search over your own private data rather than the public web.
Use it to
- Run deep research queries against private documents
- Build agentic RAG pipelines with Milvus or Zilliz
- Swap between reasoning LLM providers like DeepSeek-R1, Claude, or Qwen
- Deploy locally via the provided Docker setup
For Developers building search and research agents over private data
- Role
- agent-app
- Language
- Python
- Licence
- Apache-2.0
- Forks
- 803
- Open issues
- 42
- Last push
- 2025-11-19
- Latest release
- embedding_model · 2025-02-20
topicsagentic-ragdeep-researchvector-databasellmmilvuspython