#pytest

Testing LLM Integration Code: A Practical Guide to Mocking the OpenAI Client with pytest

How to test LLM integration code without calling real models. Learn to mock the OpenAI client in pytest using dependency injection, fake clients, retry testing, JSON parsing, streaming, and smoke tests.