diff --git a/docs/feature/vector/index.md b/docs/feature/vector/index.md
index 0d9783ec..8635d12b 100644
--- a/docs/feature/vector/index.md
+++ b/docs/feature/vector/index.md
@@ -77,7 +77,7 @@ with Lucene Vector Search using SQL.
 
 ## Synopsis
 
-Store and query word embeddings using similarity search based on Euclidean
+Store and query word embeddings using similarity search based on Cosine
 distance.
 
 ::::{grid}