From 3f8b6c5bbda7b3fcb1236c2bcb441094c1674d96 Mon Sep 17 00:00:00 2001 From: yichuan520030910320 Date: Mon, 21 Jul 2025 18:15:00 -0700 Subject: [PATCH] [Readme] --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index e547f01..a0466de 100755 --- a/README.md +++ b/README.md @@ -30,9 +30,9 @@ LEANN achieves this through *graph-based selective recomputation* with *high-deg 🔒 **Privacy:** Your data never leaves your laptop. No OpenAI, no cloud, no "terms of service". -ðŸŠķ **Lightweight:** Smart graph pruning means less storage, less memory usage, better performance on your existing hardware. +ðŸŠķ **Lightweight:** Graph-based recomputation eliminates heavy embedding storage, while smart graph pruning and CSR format minimize graph storage overhead. Always less storage, less memory usage! -📈 **Scalability:** Organize our messy personal data that would crash traditional vector DBs, with performance that gets better as your data grows more personalized. +📈 **Scalability:** Handle messy personal data that would crash traditional vector DBs, easily managing your growing personalized datasets. âœĻ **No Accuracy Loss:** Maintain the same search quality as heavyweight solutions while using 97% less storage.