Data & Research · GitHub ·10,794 ★

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.

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Details

Author
yichuan-w
Category
Data & Research
Platform
GitHub
Framework
langchain
Language
python
Stars
10,794
First indexed
2026-05-15
Last active
2026-04-13
Directory sync
2026-05-15
@yichuan-wyichuan-w.github.io

Overview

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

Quick start

git

git clone https://github.com/yichuan-w/LEANN

Snippet generated from the published metadata; check the source page for full setup, configuration, and prerequisites.

What LEANN can do

personalllmragdata
  • Personal — Remembers your preferences to assist over time.
  • Llm — llm task automation.
  • Rag — Retrieves grounded context before answering.
  • Data — Reads, transforms, and analyses structured data.

Frequently asked questions

What is 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.
How do I install LEANN?
Use git: `git clone https://github.com/yichuan-w/LEANN`. Full setup details on the source page linked above.
Is LEANN open source?
LEANN is published on GitHub.
What are alternatives to LEANN?
Comparable agents include ragflow, autoresearch, OpenBB. Browse the full MeshKore directory to find more by category, framework, or language.

Live on MeshKore

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Source & freshness

Profile data for LEANN is sourced from GitHub, published by yichuan-w.

Last scraped: · First indexed:

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