zilliztech / deep-searcher
Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.
Why this job: topics: rag, vector-database
What it does
- Private Data Search. Maximizes the utilization of enterprise internal data while ensuring data security. When necessary, it can integrate online content for more accurate answers.
- Vector Database Management. Supports Milvus and other vector databases, allowing data partitioning for efficient retrieval.
- Flexible Embedding Options. Compatible with multiple embedding models for optimal selection.
- Multiple LLM Support. Supports DeepSeek, OpenAI, and other large models for intelligent Q&A and content generation.
- Document Loader. Supports local file loading, with web crawling capabilities under development.
Get started
git clone https://github.com/zilliztech/deep-searcher.git && cd deep-searcher - Maintenance
- Active
- Last commit 48 days ago
- Stars
- 8,387
- +22 this week
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- 1 releases
- None marked latest
- Built with
- Python
- 100% of the code
Is it looked after?
- Contributors
- 1
- Last 90 days
- Issues
- 53% closed
- 44 still open
- Pull requests
- 157 merged
- 19 waiting
- Releases
- 1
- 0 in the last year
- Contributing guide (opens in new tab)
- No security policy
- No code of conduct
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More: languages, topics and project record
Languages
- Python 100%
- Dockerfile <1%
- Makefile <1%
Topics
- agent
- agentic-rag
- claude
- deep-research
- deepseek
- deepseek-r1
- grok
- grok3
- llama4
- llm
- milvus
- openai
Project record
- JobRAG and search
- StatusListed
- Commits213
- Forks815
- Watching61
- Stars in 28 days+74
- CreatedFeb 8, 2025
- First seen by usNov 7, 2026
- CheckedNov 7, 2026