"""Utils for LLM Tests.""" from langchain.llms.base import BaseLLM def assert_llm_equality(llm: BaseLLM, loaded_llm: BaseLLM) -> None: """Assert LLM Equality for tests.""" # Check that they are the same type. assert type(llm) == type(loaded_llm) # Client field can be session based, so hash is different despite # all other values being the same, so just assess all other fields for field in llm.__fields__.keys(): if field != "client" and field != "pipeline": val = getattr(llm, field) new_val = getattr(loaded_llm, field) assert new_val == val