diff --git a/python/packages/azure-ai/agent_framework_azure_ai/_client.py b/python/packages/azure-ai/agent_framework_azure_ai/_client.py
index a11981390c..f4d5328f03 100644
--- a/python/packages/azure-ai/agent_framework_azure_ai/_client.py
+++ b/python/packages/azure-ai/agent_framework_azure_ai/_client.py
@@ -335,6 +335,10 @@ async def _get_agent_reference_or_create(
 
             if "tools" in run_options:
                 args["tools"] = run_options["tools"]
+            if "temperature" in run_options:
+                args["temperature"] = run_options["temperature"]
+            if "top_p" in run_options:
+                args["top_p"] = run_options["top_p"]
 
             if "response_format" in run_options:
                 response_format = run_options["response_format"]
@@ -413,7 +417,7 @@ async def prepare_options(
 
         # Remove properties that are not supported on request level
         # but were configured on agent level
-        exclude = ["model", "tools", "response_format"]
+        exclude = ["model", "tools", "response_format", "temperature", "top_p"]
 
         for property in exclude:
             run_options.pop(property, None)
diff --git a/python/packages/azure-ai/tests/test_azure_ai_client.py b/python/packages/azure-ai/tests/test_azure_ai_client.py
index 2167c1340a..079b93d8c8 100644
--- a/python/packages/azure-ai/tests/test_azure_ai_client.py
+++ b/python/packages/azure-ai/tests/test_azure_ai_client.py
@@ -477,6 +477,30 @@ async def test_azure_ai_client_agent_creation_with_instructions(
     assert call_args[1]["definition"].instructions == "Message instructions. Option instructions. "
 
 
+async def test_azure_ai_client_agent_creation_with_additional_args(
+    mock_project_client: MagicMock,
+) -> None:
+    """Test agent creation with additional arguments."""
+    client = create_test_azure_ai_client(mock_project_client, agent_name="test-agent")
+
+    # Mock agent creation response
+    mock_agent = MagicMock()
+    mock_agent.name = "test-agent"
+    mock_agent.version = "1.0"
+    mock_project_client.agents.create_version = AsyncMock(return_value=mock_agent)
+
+    run_options = {"model": "test-model", "temperature": 0.9, "top_p": 0.8}
+    messages_instructions = "Message instructions. "
+
+    await client._get_agent_reference_or_create(run_options, messages_instructions)  # type: ignore
+
+    # Verify agent was created with provided arguments
+    call_args = mock_project_client.agents.create_version.call_args
+    definition = call_args[1]["definition"]
+    assert definition.temperature == 0.9
+    assert definition.top_p == 0.8
+
+
 async def test_azure_ai_client_agent_creation_with_tools(
     mock_project_client: MagicMock,
 ) -> None: