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import logging
import asyncio
import os
from langchain.agents import tool
from dotenv import load_dotenv
from langchain.agents.agent_toolkits import GmailToolkit
from langchain.llms import OpenAI
from langchain.agents import initialize_agent, AgentType
load_dotenv()
toolkit = GmailToolkit()
tools = toolkit.get_tools()
@tool("summarize")
def summarize(input: str) -> bool:
"""
Summarize the response to the input prompt.
"""
prompt = input
llm = OpenAI(temperature=0)
agent = initialize_agent(
prompt=prompt,
llm=llm,
agent=AgentType.STRUCTURED_CHAT_ZERO_SHOT_REACT_DESCRIPTION,
)
return agent.run(prompt)
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