L
LEANN
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.
★12.8kstars
Python
MIT
Updated: Today
📋 Project at a Glance
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What's this?A open-source Data & Infrastructure project, built with Python, focusing on faiss and gpt-oss
Who made it?Maintained by StarTrail-org team, 12.8K⭐ on GitHub, #148 out of 3133 in Data & Infrastructure
Why does it exist?The StarTrail-org team recognized that existing faiss tools in Data & Infrastructure were hard to use. LEANN was designed to make gpt-oss more accessible.
What can it do?Key use cases: langchain, llama-index, llm
How to install with AI?Use an AI coding assistant (Claude Code, Cursor, Copilot) to automatically set up pip dependencies and virtual env. Follow the README — the AI handles the rest.
🔗 github.com/StarTrail-org/LEANN | 官网 https://arxiv.org/abs/2506.08276
🔗 github.com/StarTrail-org/LEANN | 官网 https://arxiv.org/abs/2506.08276
Topics
aifaissgpt-osslangchainllama-indexllmlocalstorageoffline-firstollamaprivacypythonragretrieval-augmented-generationvector-databasevector-searchvectors