diff --git a/docs/api_reference/create_api_rst.py b/docs/api_reference/create_api_rst.py
index a7bd28ac26c..10803694178 100644
--- a/docs/api_reference/create_api_rst.py
+++ b/docs/api_reference/create_api_rst.py
@@ -88,16 +88,19 @@ def _load_module_members(module_path: str, namespace: str) -> ModuleMembers:
                     is_public=not name.startswith("_"),
                 )
             )
-        elif inspect.isfunction(type_) and name != "create_conversational_retrieval_agent":
-            """TODO: find a better solution.
+        elif inspect.isfunction(type_):
+            """A border case:
             'agents.agent_toolkits.conversational_retrieval.openai_functions
             .create_conversational_retrieval_agent' is a too long name.
             It makes the 'agents/functions' table inside API Reference unreadable.
-            This is a temporary solution to hide this function from API Reference."""
+            We limit the length of the qualified name to 65 characters.
+            qualified_name = f"{namespace}.{name}"""
+            if len(qualified_name) > 62:
+                qualified_name = '...' + qualified_name[-62:]
             functions.append(
                 FunctionInfo(
                     name=name,
-                    qualified_name=f"{namespace}.{name}",
+                    qualified_name=qualified_name,
                     is_public=not name.startswith("_"),
                 )
             )