"""Test OllamaFunctions""" import unittest from langchain_community.chat_models.ollama import ChatOllama from langchain_experimental.llms.ollama_functions import OllamaFunctions class TestOllamaFunctions(unittest.TestCase): """ Test OllamaFunctions """ def test_default_ollama_functions(self) -> None: base_model = OllamaFunctions(model="mistral") self.assertIsInstance(base_model.model, ChatOllama) # bind functions model = base_model.bind( functions=[ { "name": "get_current_weather", "description": "Get the current weather in a given location", "parameters": { "type": "object", "properties": { "location": { "type": "string", "description": "The city and state, " "e.g. San Francisco, CA", }, "unit": { "type": "string", "enum": ["celsius", "fahrenheit"], }, }, "required": ["location"], }, } ], function_call={"name": "get_current_weather"}, ) res = model.invoke("What's the weather in San Francisco?") function_call = res.additional_kwargs.get("function_call") assert function_call self.assertEqual(function_call.get("name"), "get_current_weather")