Model Context Protocol Server

from abc import ABC, abstractmethod from typing import Dict, Any, List class BaseModelProvider(ABC): """Base class for model providers""" @abstractmethod async def generate_response(self, prompt: str, context: Dict[str, Any]) -> str: """Generate a response using the model""" pass @abstractmethod async def validate_connection(self) -> bool: """Validate the connection to the model""" pass @abstractmethod async def close(self): """Close the model connection""" pass