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app.py
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| 1 |
+
=== index.html ===
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| 2 |
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<!DOCTYPE html>
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| 3 |
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<html lang="en">
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| 4 |
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<head>
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| 5 |
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<meta charset="UTF-8">
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| 6 |
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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| 7 |
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<title>AI Chat Interface</title>
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| 8 |
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<link rel="stylesheet" href="style.css">
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| 9 |
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</head>
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| 10 |
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<body>
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| 11 |
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<div class="app-container">
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| 12 |
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<header class="header">
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| 13 |
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<h1>AI Chatbot</h1>
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| 14 |
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<div class="device-selector">
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| 15 |
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<label for="device-select">Execution Device:</label>
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| 16 |
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<select id="device-select">
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| 17 |
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<option value="cpu">CPU</option>
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| 18 |
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<option value="webgpu" id="webgpu-option">GPU (WebGPU)</option>
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| 19 |
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</select>
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| 20 |
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</div>
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| 21 |
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</header>
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| 22 |
+
<main class="chat-container" role="main" aria-label="Chat interface">
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| 23 |
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<div id="messages" class="messages" aria-live="polite" role="log"></div>
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| 24 |
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<div class="loading-indicator" id="loading" aria-hidden="true">Typing...</div>
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| 25 |
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</main>
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| 26 |
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<footer class="input-container">
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| 27 |
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<form id="chat-form" role="form" aria-label="Send message">
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| 28 |
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<textarea
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| 29 |
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id="user-input"
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| 30 |
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placeholder="Type your message here..."
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| 31 |
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aria-label="Message input"
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| 32 |
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rows="1"
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| 33 |
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></textarea>
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| 34 |
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<button type="submit" id="send-btn" aria-label="Send message">Send</button>
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| 35 |
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</form>
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| 36 |
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</footer>
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| 37 |
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</div>
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| 38 |
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<script type="module" src="index.js"></script>
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| 39 |
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</body>
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| 40 |
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</html>
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| 41 |
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| 42 |
+
=== index.js ===
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| 43 |
+
// index.js content here
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| 44 |
+
import { pipeline } from 'https://cdn.jsdelivr.net/npm/@huggingface/[email protected]';
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| 45 |
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| 46 |
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class Chatbot {
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| 47 |
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constructor() {
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| 48 |
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this.messagesContainer = document.getElementById('messages');
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| 49 |
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this.userInput = document.getElementById('user-input');
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| 50 |
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this.chatForm = document.getElementById('chat-form');
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| 51 |
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this.sendBtn = document.getElementById('send-btn');
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| 52 |
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this.loading = document.getElementById('loading');
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| 53 |
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this.deviceSelect = document.getElementById('device-select');
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| 54 |
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this.webgpuOption = document.getElementById('webgpu-option');
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| 55 |
+
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| 56 |
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this.pipe = null;
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| 57 |
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this.currentDevice = 'cpu';
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| 58 |
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this.conversationHistory = ''; // Simple history for prompt
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| 59 |
+
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| 60 |
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this.init();
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| 61 |
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}
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| 62 |
+
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| 63 |
+
async init() {
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| 64 |
+
const supportsWebGPU = !!navigator.gpu;
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| 65 |
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if (!supportsWebGPU) {
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| 66 |
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this.webgpuOption.disabled = true;
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| 67 |
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this.webgpuOption.title = 'WebGPU not supported in this browser';
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| 68 |
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}
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| 69 |
+
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| 70 |
+
this.deviceSelect.addEventListener('change', (e) => {
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| 71 |
+
this.currentDevice = e.target.value;
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| 72 |
+
this.initializePipeline();
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| 73 |
+
});
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| 74 |
+
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| 75 |
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this.chatForm.addEventListener('submit', (e) => this.handleSubmit(e));
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| 76 |
+
this.userInput.addEventListener('keypress', (e) => {
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| 77 |
+
if (e.key === 'Enter' && !e.shiftKey) {
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| 78 |
+
e.preventDefault();
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| 79 |
+
this.handleSubmit(e);
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| 80 |
+
}
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| 81 |
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});
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| 82 |
+
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| 83 |
+
// Auto-resize textarea
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| 84 |
+
this.userInput.addEventListener('input', () => {
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| 85 |
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this.userInput.style.height = 'auto';
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| 86 |
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this.userInput.style.height = Math.min(this.userInput.scrollHeight, 120) + 'px';
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| 87 |
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});
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| 88 |
+
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| 89 |
+
await this.initializePipeline();
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| 90 |
+
this.addMessage('bot', 'Hello! I am an AI chatbot powered by transformers.js. How can I help you today?');
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| 91 |
+
}
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| 92 |
+
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| 93 |
+
async initializePipeline() {
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| 94 |
+
try {
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| 95 |
+
this.pipe = await pipeline('text-generation', 'distilgpt2', {
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| 96 |
+
device: this.currentDevice === 'webgpu' ? 'webgpu' : undefined
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| 97 |
+
});
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| 98 |
+
console.log(`Pipeline initialized on ${this.currentDevice}`);
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| 99 |
+
} catch (error) {
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| 100 |
+
console.error('Failed to initialize pipeline:', error);
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| 101 |
+
this.addMessage('bot', 'Error: Failed to load the AI model. Please try refreshing the page.');
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| 102 |
+
if (this.currentDevice === 'webgpu') {
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| 103 |
+
this.currentDevice = 'cpu';
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| 104 |
+
this.deviceSelect.value = 'cpu';
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| 105 |
+
await this.initializePipeline();
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| 106 |
+
}
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| 107 |
+
}
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| 108 |
+
}
|
| 109 |
+
|
| 110 |
+
async handleSubmit(e) {
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| 111 |
+
e.preventDefault();
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| 112 |
+
const message = this.userInput.value.trim();
|
| 113 |
+
if (!message || !this.pipe) return;
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| 114 |
+
|
| 115 |
+
this.userInput.value = '';
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| 116 |
+
this.userInput.style.height = 'auto';
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| 117 |
+
|
| 118 |
+
this.addMessage('user', message);
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| 119 |
+
this.showLoading(true);
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| 120 |
+
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| 121 |
+
try {
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| 122 |
+
// Build prompt with simple history
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| 123 |
+
const prompt = this.conversationHistory ? `${this.conversationHistory}\nUser: ${message}\nAssistant:` : `User: ${message}\nAssistant:`;
|
| 124 |
+
const response = await this.pipe(prompt, {
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| 125 |
+
max_new_tokens: 50,
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| 126 |
+
temperature: 0.7,
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| 127 |
+
do_sample: true,
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| 128 |
+
pad_token_id: 50256 // For distilgpt2
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| 129 |
+
});
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| 130 |
+
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| 131 |
+
const botMessage = response[0].generated_text.split('Assistant:').pop().trim();
|
| 132 |
+
this.conversationHistory = `${prompt} ${botMessage}`;
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| 133 |
+
this.addMessage('bot', botMessage);
|
| 134 |
+
} catch (error) {
|
| 135 |
+
console.error('Error generating response:', error);
|
| 136 |
+
this.addMessage('bot', 'Sorry, I encountered an error while generating a response.');
|
| 137 |
+
} finally {
|
| 138 |
+
this.showLoading(false);
|
| 139 |
+
}
|
| 140 |
+
}
|
| 141 |
+
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| 142 |
+
addMessage(sender, text) {
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| 143 |
+
const messageDiv = document.createElement('div');
|
| 144 |
+
messageDiv.className = `message ${sender}`;
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| 145 |
+
messageDiv.setAttribute('role', 'log');
|
| 146 |
+
messageDiv.setAttribute('aria-label', `${sender === 'user' ? 'You' : 'Assistant'}: ${text}`);
|
| 147 |
+
messageDiv.textContent = text;
|
| 148 |
+
this.messagesContainer.appendChild(messageDiv);
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| 149 |
+
this.messagesContainer.scrollTop = this.messagesContainer.scrollHeight;
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| 150 |
+
}
|
| 151 |
+
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| 152 |
+
showLoading(show) {
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| 153 |
+
this.loading.style.display = show ? 'block' : 'none';
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| 154 |
+
if (show) {
|
| 155 |
+
this.messagesContainer.scrollTop = this.messagesContainer.scrollHeight;
|
| 156 |
+
}
|
| 157 |
+
}
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| 158 |
+
}
|
| 159 |
+
|
| 160 |
+
// Initialize the chatbot when the DOM is loaded
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| 161 |
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document.addEventListener('DOMContentLoaded', () => {
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| 162 |
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new Chatbot();
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| 163 |
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});
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| 164 |
+
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| 165 |
+
=== style.css ===
|
| 166 |
+
/* style.css content here */
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| 167 |
+
* {
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| 168 |
+
margin: 0;
|
| 169 |
+
padding: 0;
|
| 170 |
+
box-sizing: border-box;
|
| 171 |
+
}
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| 172 |
+
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| 173 |
+
body {
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| 174 |
+
font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;
|
| 175 |
+
background-color: #f5f5f5;
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| 176 |
+
color: #333;
|
| 177 |
+
line-height: 1.6;
|
| 178 |
+
}
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| 179 |
+
|
| 180 |
+
.app-container {
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| 181 |
+
display: flex;
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| 182 |
+
flex-direction: column;
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| 183 |
+
height: 100vh;
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| 184 |
+
max-width: 800px;
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| 185 |
+
margin: 0 auto;
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| 186 |
+
background: white;
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| 187 |
+
box-shadow: 0 0 10px rgba(0, 0, 0, 0.1);
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| 188 |
+
}
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| 189 |
+
|
| 190 |
+
.header {
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| 191 |
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display: flex;
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| 192 |
+
justify-content: space-between;
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| 193 |
+
align-items: center;
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| 194 |
+
padding: 1rem;
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| 195 |
+
background-color: #007bff;
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| 196 |
+
color: white;
|
| 197 |
+
}
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| 198 |
+
|
| 199 |
+
.header h1 {
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| 200 |
+
font-size: 1.5rem;
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| 201 |
+
}
|
| 202 |
+
|
| 203 |
+
.device-selector {
|
| 204 |
+
display: flex;
|
| 205 |
+
align-items: center;
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| 206 |
+
gap: 0.5rem;
|
| 207 |
+
}
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| 208 |
+
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| 209 |
+
.device-selector label {
|
| 210 |
+
font-size: 0.9rem;
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| 211 |
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}
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| 212 |
+
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| 213 |
+
.device-selector select {
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| 214 |
+
padding: 0.25rem;
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| 215 |
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border: none;
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| 216 |
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border-radius: 4px;
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| 217 |
+
background: white;
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| 218 |
+
color: #333;
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| 219 |
+
}
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| 220 |
+
|
| 221 |
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.chat-container {
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| 222 |
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flex: 1;
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| 223 |
+
display: flex;
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| 224 |
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flex-direction: column;
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| 225 |
+
padding: 1rem;
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| 226 |
+
overflow: hidden;
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| 227 |
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}
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| 228 |
+
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| 229 |
+
.messages {
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| 230 |
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flex: 1;
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| 231 |
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overflow-y: auto;
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| 232 |
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padding: 1rem 0;
|
| 233 |
+
display: flex;
|
| 234 |
+
flex-direction: column;
|
| 235 |
+
gap: 1rem;
|
| 236 |
+
}
|
| 237 |
+
|
| 238 |
+
.message {
|
| 239 |
+
max-width: 70%;
|
| 240 |
+
padding: 0.75rem 1rem;
|
| 241 |
+
border-radius: 18px;
|
| 242 |
+
word-wrap: break-word;
|
| 243 |
+
animation: fadeIn 0.3s ease-in;
|
| 244 |
+
}
|
| 245 |
+
|
| 246 |
+
.message.user {
|
| 247 |
+
align-self: flex-end;
|
| 248 |
+
background-color: #007bff;
|
| 249 |
+
color: white;
|
| 250 |
+
}
|
| 251 |
+
|
| 252 |
+
.message.bot {
|
| 253 |
+
align-self: flex-start;
|
| 254 |
+
background-color: #e9ecef;
|
| 255 |
+
color: #333;
|
| 256 |
+
}
|
| 257 |
+
|
| 258 |
+
.loading-indicator {
|
| 259 |
+
display: none;
|
| 260 |
+
align-self: flex-start;
|
| 261 |
+
padding: 0.75rem 1rem;
|
| 262 |
+
background-color: #e9ecef;
|
| 263 |
+
border-radius: 18px;
|
| 264 |
+
font-style: italic;
|
| 265 |
+
color: #666;
|
| 266 |
+
}
|
| 267 |
+
|
| 268 |
+
.input-container {
|
| 269 |
+
padding: 1rem;
|
| 270 |
+
border-top: 1px solid #ddd;
|
| 271 |
+
background: white;
|
| 272 |
+
}
|
| 273 |
+
|
| 274 |
+
#chat-form {
|
| 275 |
+
display: flex;
|
| 276 |
+
gap: 0.5rem;
|
| 277 |
+
}
|
| 278 |
+
|
| 279 |
+
#user-input {
|
| 280 |
+
flex: 1;
|
| 281 |
+
padding: 0.75rem;
|
| 282 |
+
border: 1px solid #ddd;
|
| 283 |
+
border-radius: 20px;
|
| 284 |
+
resize: none;
|
| 285 |
+
font-size: 1rem;
|
| 286 |
+
outline: none;
|
| 287 |
+
transition: border-color 0.3s;
|
| 288 |
+
}
|
| 289 |
+
|
| 290 |
+
#user-input:focus {
|
| 291 |
+
border-color: #007bff;
|
| 292 |
+
}
|
| 293 |
+
|
| 294 |
+
#send-btn {
|
| 295 |
+
padding: 0.75rem 1.5rem;
|
| 296 |
+
background-color: #007bff;
|
| 297 |
+
color: white;
|
| 298 |
+
border: none;
|
| 299 |
+
border-radius: 20px;
|
| 300 |
+
cursor: pointer;
|
| 301 |
+
font-size: 1rem;
|
| 302 |
+
transition: background-color 0.3s;
|
| 303 |
+
}
|
| 304 |
+
|
| 305 |
+
#send-btn:hover:not(:disabled) {
|
| 306 |
+
background-color: #0056b3;
|
| 307 |
+
}
|
| 308 |
+
|
| 309 |
+
#send-btn:disabled {
|
| 310 |
+
background-color: #ccc;
|
| 311 |
+
cursor: not-allowed;
|
| 312 |
+
}
|
| 313 |
+
|
| 314 |
+
@keyframes fadeIn {
|
| 315 |
+
from { opacity: 0; transform: translateY(10px); }
|
| 316 |
+
to { opacity: 1; transform: translateY(0); }
|
| 317 |
+
}
|
| 318 |
+
|
| 319 |
+
/* Responsive design */
|
| 320 |
+
@media (max-width: 600px) {
|
| 321 |
+
.header {
|
| 322 |
+
flex-direction: column;
|
| 323 |
+
gap: 0.5rem;
|
| 324 |
+
text-align: center;
|
| 325 |
+
}
|
| 326 |
+
|
| 327 |
+
.device-selector {
|
| 328 |
+
justify-content: center;
|
| 329 |
+
}
|
| 330 |
+
|
| 331 |
+
.message {
|
| 332 |
+
max-width: 85%;
|
| 333 |
+
}
|
| 334 |
+
|
| 335 |
+
.input-container {
|
| 336 |
+
padding: 0.5rem;
|
| 337 |
+
}
|
| 338 |
+
|
| 339 |
+
#chat-form {
|
| 340 |
+
flex-direction: column;
|
| 341 |
+
}
|
| 342 |
+
|
| 343 |
+
#send-btn {
|
| 344 |
+
align-self: stretch;
|
| 345 |
+
}
|
| 346 |
+
}
|
| 347 |
+
|
| 348 |
+
/* Accessibility improvements */
|
| 349 |
+
@media (prefers-reduced-motion: reduce) {
|
| 350 |
+
.message {
|
| 351 |
+
animation: none;
|
| 352 |
+
}
|
| 353 |
+
}
|
| 354 |
+
|
| 355 |
+
@media (prefers-color-scheme: dark) {
|
| 356 |
+
body {
|
| 357 |
+
background-color: #121212;
|
| 358 |
+
color: #e0e0e0;
|
| 359 |
+
}
|
| 360 |
+
|
| 361 |
+
.app-container {
|
| 362 |
+
background: #1e1e1e;
|
| 363 |
+
box-shadow: 0 0 10px rgba(255, 255, 255, 0.1);
|
| 364 |
+
}
|
| 365 |
+
|
| 366 |
+
.header {
|
| 367 |
+
background-color: #0d6efd;
|
| 368 |
+
}
|
| 369 |
+
|
| 370 |
+
.message.bot {
|
| 371 |
+
background-color: #333;
|
| 372 |
+
color: #e0e0e0;
|
| 373 |
+
}
|
| 374 |
+
|
| 375 |
+
.loading-indicator {
|
| 376 |
+
background-color: #333;
|
| 377 |
+
color: #b0b0b0;
|
| 378 |
+
}
|
| 379 |
+
|
| 380 |
+
#user-input {
|
| 381 |
+
background-color: #333;
|
| 382 |
+
color: #e0e0e0;
|
| 383 |
+
border-color: #555;
|
| 384 |
+
}
|
| 385 |
+
|
| 386 |
+
#user-input:focus {
|
| 387 |
+
border-color: #0d6efd;
|
| 388 |
+
}
|
| 389 |
+
}
|