from abc import ABC, abstractmethod
from typing import Any


class AIAdapter(ABC):
    """Interface for model provider adapters."""

    provider_name: str

    @abstractmethod
    def ask(self, prompt: str, context: dict[str, Any] | None = None) -> dict[str, Any]:
        raise NotImplementedError