Repository profile

StarTrail-org / LEANN

[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.

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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Repository overview

Public GitHub metrics and OpenPulse observations

GitHub stars13,745

Public forks1,278

Activity · 4 weeks

High activity87/100

Showing the last complete activity period while new data is collected.

Growth · 24h+11 stars

Growth · 7d+301 stars

Growth · 30d+392 stars

Repository activity

Four complete UTC weeks · 2026-09-27 to 2026-10-25

Commits30

Merged pull requests17

Active contributors13

Relative score across tracked public repositories with complete data. It describes recent activity, not project quality. Updated 27 Oct 2026, 01:02 UTC.

AI-attributed commits Pilot

Not yet analyzed · hot-project pilot

—

Share of checked commits with explicit AI attribution, not the share of AI-generated code.

View basis

Based on explicit public attribution in recent default-branch commits. Not the percentage of AI-generated code; unmarked use cannot be detected.

Star activity

Last 7 days

27 Oct7 observed days · gaps preserved02 Nov

Observed star growth

Samples or dated GitHub history

24h +11 stars Measured from observations 01 Nov 2026 → 02 Nov 2026

7d +301 stars GitHub history · as of 2026-10-26 20 Oct 2026 → 27 Oct 2026

30d +392 stars GitHub history · as of 2026-10-26 27 Sep 2026 → 27 Oct 2026