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The smallest vector index in the world. RAG Everything with LEANN!
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LEANN is a revolutionary vector database that makes personal AI accessible to everyone. Transform your laptop into a powerful RAG system that can index and search through millions of documents while using **97% less storage** than traditional solutions **without accuracy loss**.
LEANN is a revolutionary vector database that makes personal AI accessible to everyone. Transform your laptop into a powerful RAG system that can index and search through millions of documents while using **[97% less storage](#storage-usage-comparison)** than traditional solutions **without accuracy loss**.
RAG your **[file system](#process-any-documents-pdf-txt-md)**, **[emails](#search-your-entire-life)**, **[browser history](#time-machine-for-the-web)**, **[WeChat](#wechat-detective)**, or 60M documents on your laptop, in nearly zero cost. No cloud, no API keys, completely private.