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php - OpenAI 将 API 代码从 GPT-3 转换为 chatGPT-3.5

转载 作者：行者123 更新时间：2023-12-02 22:48:35 24 4
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下面是我的 GPT-3 API 的工作代码。我在将其转换为与 chatGPT-3.5 一起使用时遇到问题。

<?php include('../config/config.php'); ?>
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<meta http-equiv="X-UA-Compatible" content="ie=edge">
<title>Chatbot</title>
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/bootstrap-icons@1.10.3/font/bootstrap-icons.css">
<link href="https://cdn.jsdelivr.net/npm/bootstrap@5.3.0-alpha1/dist/css/bootstrap.min.css" rel="stylesheet" integrity="sha384-GLhlTQ8iRABdZLl6O3oVMWSktQOp6b7In1Zl3/Jr59b6EGGoI1aFkw7cmDA6j6gD" crossorigin="anonymous">
<link href="style.css" rel="stylesheet">
</head>
<body>
<div class="container py-5">
  <h1 class="mb-5 text-center">
    <div class="logo"> <img src="/images/Logo-PocketAI.svg" height="80" width="210" aria-label="PocketAI.Online Logo" title="PocketAI.Online Logo" alt="SPocketAI.Online Logo" class="img-fluid"> </div>
  </h1>
  <div class="form-floating mb-3">
    <select class="form-select" id="tab-select" aria-label="Select your purpose">
      <option value="exam" selected>Exam</option>
      <option value="feedback">Feedback</option>
    </select>
    <label for="tab-select">Select your purpose:</label>
  </div>
  <div class="input-group mb-3">
    <div class="form-floating">
      <textarea class="form-control" placeholder="Enter your question or comment here" id="prompt"></textarea>
      <label for="prompt">Enter your question or comment here</label>
    </div>
    <div class="input-group-append username w-100 mt-3 mb-4">
      <button class="btn btn-outline-primary w-100" type="button" id="send-button">Send</button>
    </div>
  </div>
  <div id="output" class="mb-3" style="height: 300px; overflow: auto; border: 1px solid lightgray; padding: 10px;"></div>
  <div id="exam-instructions" class="mb-3" style="display: block;">
    <h3>Exam</h3>
    <p>PocketAI can create multiple choice and true false questions in a format that enables import into Brightspace D2L quizzes using Respondus. Place PocketAI output into a Word document before importing with Respondus. Ask PocketAI questions like the following: <br>
      <br>
      Create 3 multiple choice questions about carbohydrates for a freshman Nutrition online college course.<br>
      Create 2 true false questions about business for a sophomore Business face to face college course.</p>
  </div>
  <div id="feedback-instructions" class="mb-3" style="display: none;">
    <h3>Feedback</h3>
    <p>Enter text to receive writing feedback.</p>
  </div>
</div>
<script>
const previousPrompts = [];
const userName = "<strong>User</strong>";
const chatbotName = "<strong>PocketAI</strong>";

const selectDropdown = document.getElementById("tab-select");

selectDropdown.addEventListener("change", function() {
  const activeTabId = this.value;
  
  // hide all instruction sections
  document.querySelectorAll("[id$='-instructions']").forEach(function(instructionSection) {
    instructionSection.style.display = "none";
  });
  
  // show the instruction section for the active tab
  document.getElementById(`${activeTabId}-instructions`).style.display = "block";
});

document.getElementById("send-button").addEventListener("click", function() {
  const prompt = document.getElementById("prompt").value;
  const activeTabId = selectDropdown.value;

  const endpoint = "https://api.openai.com/v1/completions";
  const apiKey = "<?=$OPEN_AI_KEY;?>";

  document.getElementById("send-button").innerHTML = '<span class="spinner-border spinner-border-sm" role="status" aria-hidden="true"></span> Sending...';

  let promptText = "";
  
  switch (activeTabId) {
    case "exam":
        promptText = "Create quiz questions in the following format: Begin each question with a number followed by a period, and then include the question wording. For each question, include four answer choices listed as letters (A, B, C, D) followed by a period and at least one space before the answer wording. Designate the correct answer by placing an asterisk (*) directly in front of the answer letter (do not put a space between the asterisk and the answer choice). Place the asterisk in front of the answer letter, only the front. It is important that correct answers are identified. Don't make up answers, only select factual answers. For example formatting (don't use this specific example), \"1. What is the recommended daily intake of dietary fiber? A. 10 grams B. 25 grams *C. 50 grams D. 75 grams\". Format true false questions the same way. If you are unsure of the correct answer, don't create the question. Every quiz question and answer must be 100% correct and factual. Do not make up answers. All answers must be correct.";
      break;
     case "feedback":
      promptText = "Can you provide feedback on the writing, grammar, sentence structure, punctuation, and style of this student's paper? The paper should be analyzed for its strengths and weaknesses in terms of written communication. Please provide suggestions for improvement and examples to help the student understand how to make the writing better. The feedback should be specific and provide actionable steps that the student can take to improve their writing skills. Please include at least three examples of areas that could be improved and specific suggestions for how to improve them, such as correcting grammar errors, restructuring sentences, or improving the use of punctuation.";
      break;
  }
  
  const requestData = {
    prompt: previousPrompts.join("\n") + promptText + "\n" + prompt,
    max_tokens: 400,
      model: "text-davinci-003",
    n: 1,
    stop: "",
    temperature: 0.5,
      top_p: 0.0,
      frequency_penalty: 0.0,
      presence_penalty: 0
  };
        
  const requestOptions = {
    method: "POST",
    headers: {
      "Content-Type": "application/json",
      "Authorization": `Bearer ${apiKey}`,
    },
    body: JSON.stringify(requestData),
  };
  
  fetch(endpoint, requestOptions)
    .then(response => response.json())
    .then(data => {
      const reply = data.choices[0].text;
      
      // Add the user message to the chat history
      const userMessage = `<div class="message-container">
        <div class="username">${userName}:&nbsp;</div>
        <div class="user-message">${prompt}</div>
      </div>`;
      document.getElementById("output").innerHTML += userMessage;
      
      const chatbotMessage = `<div class="message-container">
  <div class="username">${chatbotName}:&nbsp;</div>
  <div class="chatbot-message" style="white-space: pre-wrap">${reply}<i class="bi bi-clipboard-check copy-button" data-bs-toggle="tooltip" data-bs-placement="bottom" title="Copy to clipboard" data-text="${reply}" style="cursor: pointer;"></i></div>
</div>`; 
document.getElementById("output").innerHTML += chatbotMessage;

// Add an event listener to each "Copy to Clipboard" button
document.addEventListener("click", function(event) {
  if (event.target.classList.contains("copy-button")) {
    const textToCopy = event.target.dataset.text;
    navigator.clipboard.writeText(textToCopy);
  }
});
     // Scroll to the bottom of the chat history
      document.getElementById("output").scrollTop = document.getElementById("output").scrollHeight;
    
      // Clear the user input field
      document.getElementById("prompt").value = "";
    
      previousPrompts.push(prompt);
      // Clear the spinner and show the "Send" button again
      document.getElementById("send-button").innerHTML = 'Send';
    })
    .catch(error => {
      console.error(error);
    
      // Hide the spinner and show the "Send" button again
      document.getElementById("send-button").innerHTML = 'Send';
    });
});

document.getElementById("prompt").addEventListener("keydown", function(event) {
  if (event.keyCode === 13) {
    event.preventDefault();
    document.getElementById("send-button").
click();
  }
});
</script>
</div>
</div>
<script src="https://cdn.jsdelivr.net/npm/bootstrap@5.3.0-alpha1/dist/js/bootstrap.bundle.min.js" integrity="sha384-w76AqPfDkMBDXo30jS1Sgez6pr3x5MlQ1ZAGC+nuZB+EYdgRZgiwxhTBTkF7CXvN" crossorigin="anonymous"></script>
</body>
</html>

我已阅读https://openai.com/blog/introducing-chatgpt-and-whisper-apis并提到这个 - OpenAI ChatGPT (gpt-3.5-turbo) API: How to access the message content?但仍然无法使其工作。

我尝试将 requestData 更改为此，但没有成功:

const requestData = {
    model: "gpt-3.5-turbo",
    messages: [
      { role: "user", content: prompt }
    ],
    max_tokens: 400,
    temperature: 0.5,
    top_p: 1,
    frequency_penalty: 0,
    presence_penalty: 0
  };

任何帮助将不胜感激!

最佳答案

更好地检查您的 requestData 对象，GPT 3.5 Turbo 不需要这些 Prop

max_tokens,temperature,top_p: 1,frequency_penalty,presence_penalty

我也犯了同样的错误，GPT 3.5 Turbo 比我想象的更容易使用。这是 OpenAI 示例:

const { Configuration, OpenAIApi } = require("openai");

const configuration = new Configuration({
  apiKey: process.env.OPENAI_API_KEY,
});
const openai = new OpenAIApi(configuration);

const completion = await openai.createChatCompletion({
  model: "gpt-3.5-turbo",
  messages: [{role: "user", content: "Hello world"}],
});
console.log(completion.data.choices[0].message);

关于php - OpenAI 将 API 代码从 GPT-3 转换为 chatGPT-3.5，我们在Stack Overflow上找到一个类似的问题： https://stackoverflow.com/questions/75640144/

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