Responses API: Finish wiring up function tool calls

This finishes the plumbing for function tool call and adds a basic
verification test (that passes for me locally against Llama 4 Scout in
vllm).

Signed-off-by: Ben Browning <bbrownin@redhat.com>

tests/verifications/openai_api/fixtures/test_cases/responses.yaml

@@ -31,6 +31,26 @@ test_response_web_search:
         search_context_size: "low"
       output: "128"
 
+test_response_custom_tool:
+  test_name: test_response_custom_tool
+  test_params:
+    case:
+    - case_id: "sf_weather"
+      input: "What's the weather like in San Francisco?"
+      tools:
+      - type: function
+        name: get_weather
+        description: Get current temperature for a given location.
+        parameters:
+          additionalProperties: false
+          properties:
+            location:
+              description: "City and country e.g. Bogot\xE1, Colombia"
+              type: string
+          required:
+          - location
+          type: object
+
 test_response_image:
   test_name: test_response_image
   test_params:

tests/verifications/openai_api/test_responses.py

@@ -124,6 +124,28 @@ def test_response_non_streaming_web_search(request, openai_client, model, provid
     assert case["output"].lower() in response.output_text.lower().strip()
 
 
+@pytest.mark.parametrize(
+    "case",
+    responses_test_cases["test_response_custom_tool"]["test_params"]["case"],
+    ids=case_id_generator,
+)
+def test_response_non_streaming_custom_tool(request, openai_client, model, provider, verification_config, case):
+    test_name_base = get_base_test_name(request)
+    if should_skip_test(verification_config, provider, model, test_name_base):
+        pytest.skip(f"Skipping {test_name_base} for model {model} on provider {provider} based on config.")
+
+    response = openai_client.responses.create(
+        model=model,
+        input=case["input"],
+        tools=case["tools"],
+        stream=False,
+    )
+    assert len(response.output) == 1
+    assert response.output[0].type == "function_call"
+    assert response.output[0].status == "completed"
+    assert response.output[0].name == "get_weather"
+
+
 @pytest.mark.parametrize(
     "case",
     responses_test_cases["test_response_image"]["test_params"]["case"],