diff --git a/docs/tutorial/rag.md b/docs/tutorial/rag.md
index 3d223f1..7d27825 100644
--- a/docs/tutorial/rag.md
+++ b/docs/tutorial/rag.md
@@ -19,7 +19,7 @@ Remote sources acheived with `#` followed by the target URL. Open WebUI fetches
 
 ## Document parsing
 
-Local and remote documents have content extract with a variety of parsers. For more, see [https://github.com/open-webui/open-webui/blob/2fa94956f4e500bf5c42263124c758d8613ee05e/backend/apps/rag/main.py#L328]
+Local and remote documents have content extract with a variety of parsers. For more, see the (get_loader function code)[https://github.com/open-webui/open-webui/blob/2fa94956f4e500bf5c42263124c758d8613ee05e/backend/apps/rag/main.py#L328].
 
 ## RAG Template Customisation