Update readme.md

1 files changed, 1 insertions, 1 deletions

diff --git a/readme.md b/readme.md
index 1ac64eb..0d8240f 100644
--- a/readme.md
+++ b/readme.md
@@ -1,4 +1,4 @@
-# 🌟 **LinearRAG: Linear Graph Retrieval Augmented Generation on Large-scale Corpora**  
+# 🌟 **LinearRAG: Linear Graph Retrieval-Augmented Generation on Large-scale Corpora**  
 
 > A lightweight GraphRAG framework that eliminates LLM token cost during graph construction – making GraphRAG faster and more efficient than ever.