From 7c8d7dc5c2a7e8613341622e555332bbedcc5afb Mon Sep 17 00:00:00 2001 From: yichuan520030910320 Date: Sat, 26 Jul 2025 21:47:55 -0700 Subject: [PATCH] tones down --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index aced200..1d13e2e 100755 --- a/README.md +++ b/README.md @@ -12,7 +12,7 @@ The smallest vector index in the world. RAG Everything with LEANN! -LEANN is a revolutionary vector database that democratizes personal AI. 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 an innovative vector database that democratizes personal AI. 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 achieves this through *graph-based selective recomputation* with *high-degree preserving pruning*, computing embeddings on-demand instead of storing them all. [Illustration Fig →](#️-architecture--how-it-works) | [Paper →](https://arxiv.org/abs/2506.08276)