From 477926a71862cade299ab45236cabde0e4dbd31b Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 17 Jun 2025 17:28:59 +0000
Subject: [PATCH 1/2] Initial plan for issue


From ac033491c6a18dee4250aed75553fe305cee56ed Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 17 Jun 2025 17:37:14 +0000
Subject: [PATCH 2/2] Fix tool_call_accuracy evaluator sample format issues

Co-authored-by: singankit <30610298+singankit@users.noreply.github.com>
---
 .../samples/evaluation_samples_evaluate.py    | 43 +++++++++----------
 1 file changed, 21 insertions(+), 22 deletions(-)

diff --git a/sdk/evaluation/azure-ai-evaluation/samples/evaluation_samples_evaluate.py b/sdk/evaluation/azure-ai-evaluation/samples/evaluation_samples_evaluate.py
index c6e254ce9bac..b2b78d20f846 100644
--- a/sdk/evaluation/azure-ai-evaluation/samples/evaluation_samples_evaluate.py
+++ b/sdk/evaluation/azure-ai-evaluation/samples/evaluation_samples_evaluate.py
@@ -458,33 +458,32 @@ def evaluation_evaluate_classes_methods(self):
         tool_call_accuracy_evaluator(
             query="How is the weather in New York?",
             response="The weather in New York is sunny.",
-            tool_calls={
-                "type": "tool_call",
-                "tool_call": {
-                    "id": "call_eYtq7fMyHxDWIgeG2s26h0lJ",
-                    "type": "function",
-                    "function": {
-                        "name": "fetch_weather",
-                        "arguments": {
-                            "location": "New York"
-                        }
+            tool_calls=[
+                {
+                    "type": "tool_call",
+                    "tool_call_id": "call_eYtq7fMyHxDWIgeG2s26h0lJ",
+                    "name": "fetch_weather",
+                    "arguments": {
+                        "location": "New York"
                     }
                 }
-            },
-            tool_definitions={
-                "id": "fetch_weather",
-                "name": "fetch_weather",
-                "description": "Fetches the weather information for the specified location.",
-                "parameters": {
-                    "type": "object",
-                    "properties": {
-                        "location": {
-                            "type": "string",
-                            "description": "The location to fetch weather for."
+            ],
+            tool_definitions=[
+                {
+                    "name": "fetch_weather",
+                    "type": "function",
+                    "description": "Fetches the weather information for the specified location.",
+                    "parameters": {
+                        "type": "object",
+                        "properties": {
+                            "location": {
+                                "type": "string",
+                                "description": "The location to fetch weather for."
+                            }
                         }
                     }
                 }
-            }
+            ]
         )
         # [END tool_call_accuracy_evaluator]