"""Test chat model integration.""" from typing import Type import pytest from langchain_core.language_models import BaseChatModel from langchain_standard_tests.integration_tests import ChatModelIntegrationTests from langchain_ollama.chat_models import ChatOllama class TestChatOllama(ChatModelIntegrationTests): @property def chat_model_class(self) -> Type[ChatOllama]: return ChatOllama @property def chat_model_params(self) -> dict: return {"model": "llama3-groq-tool-use"} @property def supports_image_inputs(self) -> bool: return True @pytest.mark.xfail( reason=( "Fails with 'AssertionError'. Ollama does not support 'tool_choice' yet." ) ) def test_structured_output(self, model: BaseChatModel) -> None: super().test_structured_output(model) @pytest.mark.xfail( reason=( "Fails with 'AssertionError'. Ollama does not support 'tool_choice' yet." ) ) def test_structured_output_pydantic_2_v1(self, model: BaseChatModel) -> None: super().test_structured_output_pydantic_2_v1(model)