diff --git a/scenarios/evaluate/Supported_Evaluation_Metrics/Agent_Evaluation/Evaluate_Azure_AI_Agent_Quality.ipynb b/scenarios/evaluate/Supported_Evaluation_Metrics/Agent_Evaluation/Evaluate_Azure_AI_Agent_Quality.ipynb
index 2cb0c29d..6b1930a3 100644
--- a/scenarios/evaluate/Supported_Evaluation_Metrics/Agent_Evaluation/Evaluate_Azure_AI_Agent_Quality.ipynb
+++ b/scenarios/evaluate/Supported_Evaluation_Metrics/Agent_Evaluation/Evaluate_Azure_AI_Agent_Quality.ipynb
@@ -89,7 +89,10 @@
     "functions = FunctionTool(user_functions)\n",
     "\n",
     "toolset = ToolSet()\n",
-    "toolset.add(functions)"
+    "toolset.add(functions)\n",
+    "\n",
+    "# To enable tool calls executed automatically\n",
+    "project_client.agents.enable_auto_function_calls(toolset=toolset)"
    ]
   },
   {
@@ -349,7 +352,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "test_agent_eval_sample",
+   "display_name": "evaluate-agents-test",
    "language": "python",
    "name": "python3"
   },