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StarTrail-org/LEANNpublicPythongithub.com/StarTrail-org/LEANN
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LEANN

[MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

AGENT MEMORYLLM INFRALOCAL LLMAIFAISSLANGCHAINTRENDING #1448
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// OWNER · StarTrail-org · REPO SNAPSHOT

github.com/StarTrail-org

StarTrail-org

[MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

GitHubStarTrail-org
STARS12,704+43 · 7d
FORKS1,147+0 · 7d
CONTRIBUTORS0maintainer graph thin
OPEN ISSUES · PRS36· 0 
LICENSE—no license file
LANGUAGEPython 
FOUNDED—
LOCATION—
MEMBERS—
PUBLIC REPOS—
TOTAL STARS—
FOCUS—
FUNDING—

//STAR HISTORY · 12M

+1,826 all-time-window
Stars · cumulative12,702 · today
//WHY IT'S TRENDING· narrative synthesis · medium confidence

StarTrail-org/LEANN is sitting at #1448 on the trending leaderboard with a pulse of 8/100 with no cross-source channels firing yet — GitHub-stars-only signal so far.

The 7-day star delta is +43 (+0.3%) against a base of 12,704, so the headline number is category momentum more than a personal breakout. What's actually moving is the AI agent / LLM tooling stack.

Watch-outs: no tagged release on record (treat as pre-stable).

↻ refreshed 53m ago· next sync in 12m· sourced from 0 channels · 0 mentions / 24h

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▌ FAQ · answers from the data spine

What is StarTrail-org/LEANN?
[MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.
Who maintains LEANN?
Maintained by StarTrail-org (the owner) on GitHub.
What language is LEANN written in?
Primarily Python.
When was LEANN created? When was the last update?
Created June 9, 2025 · last commit July 3, 2026.
How do I install LEANN?
Clone the repo:
git clone https://github.com/StarTrail-org/LEANN.git
Then follow the README in the cloned directory.
Is LEANN actively maintained?
stalled — no commits for an extended period

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