from abc import ABC, abstractmethod class BaseLLM(ABC): def __init__(self): self.token_usage = {"prompt_tokens": 0, "generated_tokens": 0} @abstractmethod def gen(self, *args, **kwargs): pass @abstractmethod def gen_stream(self, *args, **kwargs): pass