1  from __future__ import annotations
 2  
 3  from typing import Protocol
 4  
 5  
 6  class LLM(Protocol):
 7      """Protocol for LLM chat/generation backends."""
 8      def generate(self, prompt: str) -> str:
 9          """Generate a response from a plain prompt string."""
10          ...