Data / Repositories / Vector database / Python
Python Vector database repositories on GitHub: 4 ranked by stars
4 public Python repositories tagged Vector database are on GitHub, with 52,863 stars between them; 3 had a push in the last 30 days. The most starred: topoteretes/cognee (32,287), StarTrail-org/LEANN (13,027), volcengine/MineContext (5,535).
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Every repository, most starred first
| Repository | What it is | Stars | Forks | License | Last push | Read |
|---|---|---|---|---|---|---|
| topoteretes/cognee | Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory with small models for free | 32,287 | 3,363 | Apache-2.0 | Oct 14 | Oct 14 |
| StarTrail-org/LEANN | [MLsys2026 Best Paper]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device. | 13,027 | 1,184 | MIT | Oct 14 | Oct 14 |
| volcengine/MineContext | MineContext is your proactive context-aware AI partner（Context-Engineering+ChatGPT Pulse） | 5,535 | 415 | Apache-2.0 | May 7 | Oct 14 |
| doobidoo/mcp-memory-service | Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation. | 2,014 | 347 | Apache-2.0 | Oct 14 | Oct 14 |
Other languages
- TypeScript 4
- Rust 3
Related topics
- RAG 7
- AI agents 5
- LLM 5
- Vector search 5
- MCP 5
- AI 4
- Semantic search 4
- Agentic AI 3
- Claude Code 3
- OpenAI 3
- Memory 3
- Agent memory 2
Every Vector database repository
Read from GitHub by SpecStream between October 14, 2026 and October 14, 2026; each row shows the day its repository was read. Stars and pushes change every day, and the GitHub page is the current one. Forks and archived repositories are left out.