For arbitrary LLM provider specific output.
This dictionary is a free-form dictionary that can contain any information that the provider wants to return. It is not standardized and is provider-specific.
Users should generally avoid relying on this field and instead rely on accessing
relevant information from standardized fields present in AIMessage.
llm_output: dict | None = None