diff --git a/libs/partners/mongodb-atlas/README.md b/libs/partners/mongodb-atlas/README.md
index 676ceb4dd00e3b..15d06dff6fc9f9 100644
--- a/libs/partners/mongodb-atlas/README.md
+++ b/libs/partners/mongodb-atlas/README.md
@@ -29,7 +29,7 @@ vector_search = MongoDBAtlasVectorSearch.from_connection_string(
     index_name=ATLAS_VECTOR_SEARCH_INDEX_NAME,
 )
 
-# initialize MongoDB python client
+# Initialize MongoDB python client
 client = MongoClient(MONGODB_ATLAS_CLUSTER_URI)
 # Create the vector search via instantiation
 vector_search_2 = MongoDBAtlasVectorSearch(