diff --git a/ragna/core/_document.py b/ragna/core/_document.py
index 6c81a4ae..dbdd8c1a 100644
--- a/ragna/core/_document.py
+++ b/ragna/core/_document.py
@@ -276,7 +276,9 @@ def extract_pages(self, document: Document) -> Iterator[Page]:
 class DocxDocumentHandler(DocumentHandler):
     """Document handler for `.docx` documents.
 
-    Note: this does *not* extract text from headers or footers.
+    !!! note
+    
+        This does *not* extract text from headers or footers.
 
     !!! info "Package requirements"