TBNilles/LEANN
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

[Readme]

Browse Source
This commit is contained in:
yichuan520030910320
2025-07-21 18:15:00 -07:00
parent 725b32e74f
commit 3f8b6c5bbd
1 changed files with 2 additions and 2 deletions
Download Patch File Download Diff File Expand all files Collapse all files

4
README.md
View File

@@ -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".
🪶 **Lightweight:** Smart graph pruning means less storage, less memory usage, better performance on your existing hardware.
🪶 **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.
✨ **No Accuracy Loss:** Maintain the same search quality as heavyweight solutions while using 97% less storage.