ChatGPT，Do_Not_Reply收件箱强制管理者

LLMs可以通过多种方式引入到Web应用程序中，在将其作为任何大问题的核心解决方案之前，我首先决定以完全无用的方式将其整合为一个Do_Not_Reply收件箱的调解员，这样做将会很有趣。

我正在开发一个以砾石骑行路线为重点的网络应用程序，https://sherpa-map.com，并且发现需要一个登录，这是我以前从未编程过的。在添加所有典型的、有用的注册条目，并在开发过程中大量利用ChatGPT的过程中，这是如此有用，以至于我甚至没费心安装Postman，我被一个非常搞笑的想法打动了，为什么不将ChatGPT API集成为一个服务，检查do_not_reply@sherpa-map.com的收件箱，并以讽刺、嘲笑的方式回复？

为了在与 Microsoft Graph 进行邮件发送/回复/接收的 Node JS 后端中实现此功能，需要几个关键部件：

一个监听并发送回复的功能。

// Function to listen for replies to the "do_not_reply" mailbox
async function listenForReplies() {
  const client = graph.Client.init({
    defaultVersion: 'v1.0',
    authProvider: (done) => {
      credential.getToken('https://graph.microsoft.com/.default')
        .then((tokenResponse) => {
          const accessToken = tokenResponse.token;
          done(null, accessToken);
        })
        .catch((error) => {
          done(error, null);
        });
    },
  });
  try {
    // Fetch unread messages in the "do_not_reply" mailbox
    const messages = await client.api(`/users/${userID}/messages`).filter("isRead eq false").get();
    if (messages.value && messages.value.length > 0) {
      for (const message of messages.value) {
        // Send a snarky reply to the sender
        await sendSnarkyReply(client, message, message.from.emailAddress.address);

        // Mark the message as read
        await client.api(`/users/${userID}/messages/${message.id}`).patch({ isRead: true });
      }
    }
  } catch (error) {
    console.error('Error listening for replies:', error);
  }

2. 一个主要功能带有不断循环的结构，每隔一分钟通过激活“listenForReplies()”函数来检查收件箱。

async function main() {

  while (true) {
    await listenForReplies();
    // Check for new emails every 60 seconds
    await new Promise(resolve => setTimeout(resolve, 60 * 1000));
  }
}

main();

3. “sendSnarkyReply（）”函数格式化并发送响应给用户。

// Helper function to send a snarky reply
async function sendSnarkyReply(client, originalMessage, recipientEmail) {
  const snarkyResponse = await generateSnarkyResponse(originalMessage);

  const message = {
    subject: 'RE: ' + originalMessage.subject,
    body: {
      contentType: 'HTML',
      content: snarkyResponse,
    },
    toRecipients: [
      {
        emailAddress: {
          address: recipientEmail,
        },
      },
    ],
  };

  try {
    await client.api(`/users/${userID}/sendMail`).post({ message });
    console.log('Snarky email sent successfully!');
  } catch (error) {
    console.error('Error sending snarky email:', error);
  }
}

4. 最后是好东西，即“snarkyResponse()”函数，它解释了循环过程中未读电子邮件，将请求发送给OpenAI并返回响应。

async function generateSnarkyResponse(message) {

  const apiUrl = 'https://api.openai.com/v1/chat/completions';
  
const emailBody = message.body.content; // or message.body.content, depending on what you want to use

 
 try {
   const response = await axios.post(apiUrl, {
  model: 'gpt-3.5-turbo', // Specify the model to use
  messages: [
    {
   "role": "system",
   "content": "You are a witty, sarcastic, and snarky AI trained to humorously reply to emails sent to a do_not_reply inbox. Use your humor to create a playful response while reminding the sender that they shouldn't have emailed this inbox in the first place."
    },
    {
   "role": "user",
   "content": emailBody
    }
  ],

  max_tokens: 250, // Adjust the desired length of the generated response
  temperature: 0.7, // Adjust the level of creativity in the generated response
  // n: 3, // Number of responses to generate for each prompt
   }, {
  headers: {
    'Content-Type': 'application/json',
    'Authorization': `Bearer ${apiKey}`,
  },
   });


    const { choices } = response.data;
 
    const reply = response.data.choices[0].message.content;
 

 // Add the disclaimer text with <br> tags for line breaks and <strong> tags for bold text
 const disclaimer = '<br><br><strong>Disclaimer: This is an OpenAI bot, instructed to act a bit snarky as people don\'t normally email a do-not-reply inbox. This reply was generated by an AI, not a human being.</strong>';
 // Add the bot's signature
 const signature = '<br><br>--<br><strong>Snarky Bot</strong><br>Do-Not-Reply Representative<br>Sherpa LLC<br><a href="https://www.sherpa-map.com">www.sherpa-map.com</a>';

 const replyWithDisclaimerAndSignature = reply + disclaimer + signature;

  
   return replyWithDisclaimerAndSignature;
  } catch (error) {
    console.error('Error generating snarky response:', error);
 console.log('Error response data:', error.response.data); // Add this line
    return 'Oops, something went wrong!';
  }
}

虽然这里可能会有很多事情，但基本上它归结为将电子邮件内容转发给OpenAI，利用角色提示“您是一位机智、讽刺和尖刻的AI，训练有素，可以幽默回复发送到do_not_reply收件箱的电子邮件。利用您的幽默感创造出一种玩味的回应，提醒发件人他们不应该在第一时间发送邮件到此收件箱。”附加一些额外的细节，如免责声明和自己的签名。

这是我回复的一个测试验证电子邮件的示例：