from unittest.mock import Mock, patch import pytest from mem0.configs.llms.base import BaseLlmConfig from mem0.llms.groq import GroqLLM @pytest.fixture def mock_groq_client(): with patch("mem0.llms.groq.Groq") as mock_groq: mock_client = Mock() mock_groq.return_value = mock_client yield mock_client def test_generate_response(mock_groq_client): config = BaseLlmConfig( model="llama3-70b-8192", temperature=0.7, max_tokens=100, top_p=1.0 ) llm = GroqLLM(config) messages = [ {"role": "system", "content": "You are a helpful assistant."}, {"role": "user", "content": "Hello, how are you?"}, ] mock_response = Mock() mock_response.choices = [ Mock(message=Mock(content="I'm doing well, thank you for asking!")) ] mock_groq_client.chat.completions.create.return_value = mock_response response = llm.generate_response(messages) mock_groq_client.chat.completions.create.assert_called_once_with( model="llama3-70b-8192", messages=messages, temperature=0.7, max_tokens=100, top_p=1.0, ) assert response == "I'm doing well, thank you for asking!"