Introduction
Customer support is evolving, and AI-powered chatbots are at the forefront of this transformation. By integrating AI chatbots into websites, businesses can provide 24/7 assistance, handle multiple queries simultaneously, and improve customer satisfaction. In this guide, weβll explore how to integrate an AI chatbot into an existing website using the ChatGPT API in a React-based frontend. π
Why Use AI Chatbots for Customer Support? π€
β
Instant Responses - No waiting time for customers.
β
Cost-Efficient - Reduces the need for a large support team.
β
Scalability - Handles multiple users at the same time.
β
Personalized Experience - Learns and adapts to customer queries.
β
24/7 Availability - Always there for your customers.
Steps to Integrate ChatGPT API into a React Website π οΈ
1. Set Up a React Project
If you donβt have a React project yet, create one using:
npx create-react-app ai-chatbot
cd ai-chatbot
npm start
2. Install Required Packages
We need axios
to make API calls and react-use-websocket
for real-time communication.
npm install axios react-use-websocket
3. Get OpenAI API Key
Sign up at OpenAI and get your API key from the dashboard.
4. Implement ChatGPT API in React
Create a new component Chatbot.js
and add the following code:
import React, { useState } from 'react';
import axios from 'axios';
const Chatbot = () => {
const [messages, setMessages] = useState([]);
const [input, setInput] = useState('');
const sendMessage = async () => {
if (!input.trim()) return;
const userMessage = { role: 'user', content: input };
setMessages([...messages, userMessage]);
setInput('');
try {
const response = await axios.post(
'https://api.openai.com/v1/chat/completions',
{
model: 'gpt-3.5-turbo',
messages: [...messages, userMessage],
},
{
headers: {
'Authorization': `Bearer YOUR_OPENAI_API_KEY`,
'Content-Type': 'application/json',
},
}
);
const botMessage = response.data.choices[0].message;
setMessages([...messages, userMessage, botMessage]);
} catch (error) {
console.error('Error fetching response:', error);
}
};
return (
<div style={{ width: '400px', margin: '20px auto', border: '1px solid #ccc', padding: '10px', borderRadius: '10px' }}>
<h3>AI Chatbot π€</h3>
<div style={{ height: '300px', overflowY: 'auto', marginBottom: '10px' }}>
{messages.map((msg, index) => (
<p key={index} style={{ textAlign: msg.role === 'user' ? 'right' : 'left', backgroundColor: msg.role === 'user' ? '#d1e7dd' : '#f8d7da', padding: '5px', borderRadius: '5px' }}>
<strong>{msg.role === 'user' ? 'You' : 'Bot'}:</strong> {msg.content}
</p>
))}
</div>
<input type='text' value={input} onChange={(e) => setInput(e.target.value)} placeholder='Ask me anything...' />
<button onClick={sendMessage}>Send</button>
</div>
);
};
export default Chatbot;
5. Use the Chatbot Component
Import and use the chatbot in your main App component (App.js
):
import React from 'react';
import Chatbot from './Chatbot';
function App() {
return (
<div>
<h1>Welcome to Our AI Chat Support! π</h1>
<Chatbot />
</div>
);
}
export default App;
Conclusion π―
Integrating an AI-powered chatbot into your website enhances customer support efficiency, reduces response time, and ensures a seamless user experience. Using OpenAIβs ChatGPT API with React makes it simple and effective to build a smart chatbot for your business. Start today and revolutionize your customer service! π
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