diff --git a/tests/test_llm_api.py b/tests/test_llm_api.py
index 61d08e2..def977a 100644
--- a/tests/test_llm_api.py
+++ b/tests/test_llm_api.py
@@ -151,7 +151,7 @@ def test_create_azure_client(self, mock_azure):
         client = create_llm_client("azure")
         mock_azure.assert_called_once_with(
             api_key='test-azure-key',
-            api_version="2024-02-15-preview",
+            api_version="2024-08-01-preview",
             azure_endpoint="https://msopenai.openai.azure.com"
         )
         self.assertEqual(client, self.mock_azure_client)
diff --git a/tools/llm_api.py b/tools/llm_api.py
index 235746c..8578c80 100644
--- a/tools/llm_api.py
+++ b/tools/llm_api.py
@@ -57,7 +57,7 @@ def create_llm_client(provider="openai"):
             raise ValueError("AZURE_OPENAI_API_KEY not found in environment variables")
         return AzureOpenAI(
             api_key=api_key,
-            api_version="2024-02-15-preview",
+            api_version="2024-08-01-preview",
             azure_endpoint="https://msopenai.openai.azure.com"
         )
     elif provider == "deepseek":