from abc import ABC, abstractmethod
from typing import Any, Optional


class BaseLLMClient(ABC):
    """Abstract base class for LLM clients."""

    def __init__(self, model: str, base_url: Optional[str] = None, **kwargs):
        self.model = model
        self.base_url = base_url
        self.kwargs = kwargs

    @abstractmethod
    def get_llm(self) -> Any:
        """Return the configured LLM instance."""
        pass

    @abstractmethod
    def validate_model(self) -> bool:
        """Validate that the model is supported by this client."""
        pass