from typing import Optional class CacheHandler: """Callback handler for tool usage.""" _cache: dict = {} def __init__(self): self._cache = {} def add(self, tool, input, output): self._cache[f"{tool}-{input}"] = output def read(self, tool, input) -> Optional[str]: return self._cache.get(f"{tool}-{input}")