diff --git a/backend/python/app/sources/external/microsoft/one_note/one_note.py b/backend/python/app/sources/external/microsoft/one_note/one_note.py
index 76dbc9ad19..21d3f5f686 100644
--- a/backend/python/app/sources/external/microsoft/one_note/one_note.py
+++ b/backend/python/app/sources/external/microsoft/one_note/one_note.py
@@ -1,5 +1,3 @@
-
-
 import json
 import logging
 from dataclasses import asdict
@@ -111,28 +109,35 @@ def _handle_onenote_response(self, response: object) -> OneNoteResponse:
             if response is None:
                 return OneNoteResponse(success=False, error="Empty response from OneNote API")
 
-            success = True
-            error_msg = None
-
             # Enhanced error response handling for OneNote
             if hasattr(response, 'error'):
-                success = False
-                error_msg = str(response.error)
+                return OneNoteResponse(
+                    success=False,
+                    data=response,
+                    error=str(response.error),
+                )
             elif isinstance(response, dict) and 'error' in response:
-                success = False
                 error_info = response['error']
                 if isinstance(error_info, dict):
                     error_msg = f"{error_info.get('code', 'Unknown')}: {error_info.get('message', 'No message')}"
                 else:
                     error_msg = str(error_info)
+                return OneNoteResponse(
+                    success=False,
+                    data=response,
+                    error=error_msg,
+                )
             elif hasattr(response, 'code') and hasattr(response, 'message'):
-                success = False
-                error_msg = f"{response.code}: {response.message}"
+                return OneNoteResponse(
+                    success=False,
+                    data=response,
+                    error=f"{response.code}: {response.message}",
+                )
 
             return OneNoteResponse(
-                success=success,
+                success=True,
                 data=response,
-                error=error_msg,
+                error=None,
             )
         except Exception as e:
             logger.error(f"Error handling OneNote response: {e}")
@@ -7715,27 +7720,31 @@ async def me_onenote_notebooks_section_groups_sections_pages_get_parent_section(
         """
         # Build query parameters including OData for OneNote
         try:
-            # Use typed query parameters
-            query_params = NotebooksRequestBuilder.NotebooksRequestBuilderGetQueryParameters()
-            # Set query parameters using typed object properties
-            if select:
-                query_params.select = select if isinstance(select, list) else [select]
-            if expand:
-                query_params.expand = expand if isinstance(expand, list) else [expand]
-            if filter:
-                query_params.filter = filter
-            if orderby:
-                query_params.orderby = orderby
-            if search:
-                query_params.search = search
-            if top is not None:
-                query_params.top = top
-            if skip is not None:
-                query_params.skip = skip
+            # Only create query parameters if needed to avoid unnecessary object creation
+            if (select or expand or filter or orderby or search or
+                top is not None or skip is not None):
+                query_params = NotebooksRequestBuilder.NotebooksRequestBuilderGetQueryParameters()
+                if select:
+                    query_params.select = select if isinstance(select, list) else [select]
+                if expand:
+                    query_params.expand = expand if isinstance(expand, list) else [expand]
+                if filter:
+                    query_params.filter = filter
+                if orderby:
+                    query_params.orderby = orderby
+                if search:
+                    query_params.search = search
+                if top is not None:
+                    query_params.top = top
+                if skip is not None:
+                    query_params.skip = skip
+            else:
+                query_params = None
 
             # Create proper typed request configuration
             config = NotebooksRequestBuilder.NotebooksRequestBuilderGetRequestConfiguration()
-            config.query_parameters = query_params
+            if query_params:
+                config.query_parameters = query_params
 
             if headers:
                 config.headers = headers