探索Office365 Toolkit：与LangChain集成以提升生产力

    # 设置环境变量
    import os
    os.environ['CLIENT_ID'] = 'your_client_id'
    os.environ['CLIENT_SECRET'] = 'your_client_secret'
    os.environ['OPENAI_API_KEY'] = 'your_openai_api_key'
    
    
      
      
      
      
      
    
    AI写代码

    %pip install --upgrade --quiet O365
    %pip install --upgrade --quiet beautifulsoup4  # 用于解析HTML消息
    %pip install -qU langchain-community
    
    
      
      
      
    
    AI写代码

    from langchain_community.agent_toolkits import O365Toolkit
    
    toolkit = O365Toolkit()
    tools = toolkit.get_tools()
    print(tools)
    
    
      
      
      
      
      
    
    AI写代码

    from langchain.agents import AgentType, initialize_agent
    from langchain_openai import OpenAI
    
    llm = OpenAI(temperature=0)
    agent = initialize_agent(
    tools=toolkit.get_tools(),
    llm=llm,
    verbose=False,
    agent=AgentType.STRUCTURED_CHAT_ZERO_SHOT_REACT_DESCRIPTION,
    )
    
    # 创建邮件草稿
    agent.run(
    "Create an email draft for me to edit of a letter from the perspective of a sentient parrot"
    " who is looking to collaborate on some research with her"
    " estranged friend, a cat. Under no circumstances may you send the message, however."
    )
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    AI写代码

    # 检查特定日期的事件安排
    agent.run(
    "Can you tell me if I have any events on October 3, 2023 in Eastern Time, and if so, tell me if any of them are with a sentient parrot?"
    )
    
    
      
      
      
      
    
    AI写代码