"""Test LLM callbacks.""" from langchain.callbacks.base import CallbackManager from tests.unit_tests.callbacks.fake_callback_handler import FakeCallbackHandler from tests.unit_tests.llms.fake_llm import FakeLLM def test_llm_with_callbacks() -> None: """Test LLM callbacks.""" handler = FakeCallbackHandler() llm = FakeLLM(callback_manager=CallbackManager(handlers=[handler]), verbose=True) output = llm("foo") assert output == "foo" assert handler.starts == 1 assert handler.ends == 1 assert handler.errors == 0 def test_llm_with_callbacks_not_verbose() -> None: """Test LLM callbacks but not verbose.""" import langchain langchain.verbose = False handler = FakeCallbackHandler() llm = FakeLLM(callback_manager=CallbackManager(handlers=[handler])) output = llm("foo") assert output == "foo" assert handler.starts == 0 assert handler.ends == 0 assert handler.errors == 0