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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**.
RAG your **[file system](#📚-process-any-documents)**,**[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.
RAG your **[file system](#📚-process-any-documents)**, **[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.
LEANN achieves this through *graph-based selective recomputation* with *high-degree preserving pruning*, computing embeddings on-demand instead of storing them all. [Read more →](#️-architecture--how-it-works) | [Paper →](https://arxiv.org/abs/2506.08276)