diff --git a/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/retrieval-augmented-generation.adoc b/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/retrieval-augmented-generation.adoc
index 44d10874283..92c9412585e 100644
--- a/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/retrieval-augmented-generation.adoc
+++ b/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/retrieval-augmented-generation.adoc
@@ -136,7 +136,7 @@ String answer = chatClient.prompt()
         .content();
 ----
 
-See xref:api/retrieval-augmented-generation.adoc#_vectorstoredocumentretriever for more information.
+See xref:api/retrieval-augmented-generation.adoc#_vectorstoredocumentretriever[VectorStoreDocumentRetriever] for more information.
 
 ===== Advanced RAG