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StarTrail-org/LEANN

[MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Why it matters: relevant for grounding LLMs in your own data.

GitHub description: [MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

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Stars

13k

Last 24h

+97

Last 7 days

+166

Forks

1.2k

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Star history

GitHub stars over time. A steeper line means the repo is gaining attention faster.

Last 2 hours · +8 stars

Hourly star count for StarTrail-org/LEANN13,20313,195Oct 26, 4 PM UTCOct 26, 5 PM UTC

Daily, since Oct 13, 2026 · 13k → 13k

Daily star count for StarTrail-org/LEANN13,20313,024Oct 13, 2026Oct 26, 2026

Discussed on Hacker News

Hacker News is a popular tech discussion site. 1 story links to this repo, with 1 upvotes (points) in total.

Leann1 points · 0 comments · Oct 26, 2026

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About LEANN

StarTrail-org/LEANN is a Python project in the RAG / vector category, created 17 months ago. It has 13k GitHub stars and 1.2k forks, and gained +166 stars over the last 7 days, ranking #7 of 7 RAG / vector repos tracked by OSS Radar this week.

See more trending RAG / vector repos or the top AI repos this week. Looking for something similar? See LEANN alternatives.

Language
Python
Category
RAG / vector
License
MIT
Created
Jun 9, 2025
Last code push
yesterday (Oct 25, 2026)
Latest release
v0.3.8 28 days ago
  • AI
  • faiss
  • gpt-oss
  • LangChain
  • Llama index
  • LLM
  • localstorage
  • offline first
  • Ollama
  • privacy
  • Python
  • RAG
  • retrieval augmented generation
  • vector database
  • vector search
  • vectors

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StarTrail-org/LEANN is #120 of 450 on today's leaderboard.