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Move to src dir usage (#99)
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44
src/crewai/agents/tools_handler.py
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44
src/crewai/agents/tools_handler.py
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from typing import Any, Dict
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from langchain.callbacks.base import BaseCallbackHandler
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from ..tools.cache_tools import CacheTools
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from .cache.cache_handler import CacheHandler
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class ToolsHandler(BaseCallbackHandler):
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"""Callback handler for tool usage."""
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last_used_tool: Dict[str, Any] = {}
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cache: CacheHandler = None
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def __init__(self, cache: CacheHandler = None, **kwargs: Any):
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"""Initialize the callback handler."""
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self.cache = cache
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super().__init__(**kwargs)
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def on_tool_start(
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self, serialized: Dict[str, Any], input_str: str, **kwargs: Any
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) -> Any:
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"""Run when tool starts running."""
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name = serialized.get("name")
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if name not in ["invalid_tool", "_Exception"]:
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tools_usage = {
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"tool": name,
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"input": input_str,
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}
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self.last_used_tool = tools_usage
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def on_tool_end(self, output: str, **kwargs: Any) -> Any:
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"""Run when tool ends running."""
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if (
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"is not a valid tool" not in output
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and "Invalid or incomplete response" not in output
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and "Invalid Format" not in output
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):
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if self.last_used_tool["tool"] != CacheTools().name:
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self.cache.add(
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tool=self.last_used_tool["tool"],
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input=self.last_used_tool["input"],
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output=output,
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)
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