2 min readMar 13, 2023
ChatGPT is a state-of-the-art language model that can generate human-like responses to a given prompt. It is based on a transformer architecture and has been trained on a large corpus of text, making it capable of generating high-quality responses to a wide range of inputs. With ChatGPT, developers can create chatbots that can engage in more natural and sophisticated conversations with users.
To use ChatGPT in a React.js application, you can follow these steps:
- Create an account and obtain an API key from OpenAI’s website.
- Install the
openai
package in your React.js application using thenpm
oryarn
package manager. - Import the
openai
package in your React.js component where you want to use ChatGPT. - Call the
openai.Completion
function to generate a response from the ChatGPT model.
Here is an example React.js component that uses ChatGPT to generate a response to a user’s input:
import React, { useState } from 'react';
import openai from 'openai';
const API_KEY = 'YOUR_API_KEY';
const Chatbot = () => {
const [input, setInput] = useState('');
const [response, setResponse] = useState('');
const handleInputChange = (event) => {
setInput(event.target.value);
};
const handleFormSubmit = async (event) => {
event.preventDefault();
const prompt = `User: ${input}\nChatbot:`;
const response = await openai.Completion.create({
engine: 'davinci',
prompt,
maxTokens: 150,
n: 1,
stop: '\n',
});
const { choices } = response.data;
const { text } = choices[0];
setResponse(text);
setInput('');
};
return (
<div>
<form onSubmit={handleFormSubmit}>
<input type="text" value={input} onChange={handleInputChange} />
<button type="submit">Send</button>
</form>
<p>{response}</p>
</div>
);
};
export default Chatbot;