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index.js
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| 1 |
+
// Main application logic
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| 2 |
+
class ChatAssistant {
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| 3 |
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constructor() {
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| 4 |
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this.pipeline = null;
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this.isModelLoaded = false;
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this.worker = null;
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this.messageHistory = [];
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this.initializeElements();
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this.setupEventListeners();
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this.loadModel();
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}
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initializeElements() {
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this.chatMessages = document.getElementById('chatMessages');
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this.userInput = document.getElementById('userInput');
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this.sendButton = document.getElementById('sendButton');
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this.modelStatus = document.getElementById('modelStatus');
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this.progressFill = document.getElementById('progressFill');
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this.progressText = document.getElementById('progressText');
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}
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setupEventListeners() {
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this.sendButton.addEventListener('click', () => this.sendMessage());
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this.userInput.addEventListener('keypress', (e) => {
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if (e.key === 'Enter' && !e.shiftKey) {
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e.preventDefault();
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this.sendMessage();
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}
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});
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}
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async loadModel() {
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try {
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this.modelStatus.textContent = 'Loading model...';
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this.updateProgress(0, 'Initializing...');
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| 37 |
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// Create a Web Worker for model loading
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this.worker = new Worker('worker.js');
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// Listen for messages from the worker
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this.worker.onmessage = (event) => {
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const { type, data, progress } = event.data;
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if (type === 'progress') {
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this.updateProgress(progress * 100, `Downloading: ${Math.round(progress * 100)}%`);
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} else if (type === 'ready') {
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this.pipeline = data;
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this.isModelLoaded = true;
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this.modelStatus.textContent = 'Ready';
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this.updateProgress(100, 'Model loaded!');
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this.addMessage('assistant', 'Hola! I\'m ready to chat. How can I help you today?');
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} else if (type === 'error') {
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this.handleError(data);
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}
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};
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// Start model loading in worker
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this.worker.postMessage({ type: 'loadModel' });
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} catch (error) {
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this.handleError(error);
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}
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}
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updateProgress(percentage, text) {
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this.progressFill.style.width = `${percentage}%`;
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this.progressText.textContent = text;
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}
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async sendMessage() {
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const userInput = this.userInput.value.trim();
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if (!userInput || !this.isModelLoaded) return;
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// Add user message to chat
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this.addMessage('user', userInput);
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this.userInput.value = '';
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this.userInput.disabled = true;
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this.sendButton.disabled = true;
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try {
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// Show typing indicator
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const typingIndicator = this.addTypingIndicator();
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// Generate response
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const response = await this.generateResponse(userInput);
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// Remove typing indicator and add response
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typingIndicator.remove();
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this.addMessage('assistant', response);
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} catch (error) {
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this.handleError(error);
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this.userInput.disabled = false;
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this.sendButton.disabled = false;
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}
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this.userInput.disabled = false;
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this.sendButton.disabled = false;
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this.userInput.focus();
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}
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async generateResponse(input) {
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if (!this.pipeline) {
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throw new Error('Model not loaded');
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}
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try {
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const result = await this.pipeline(input, {
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max_new_tokens: 100,
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| 111 |
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temperature: 0.7,
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top_p: 0.9,
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do_sample: true,
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return_full_text: false
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});
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return result[0].generated_text.trim();
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| 118 |
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} catch (error) {
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throw new Error('Failed to generate response: ' + error.message);
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}
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| 121 |
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}
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| 122 |
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| 123 |
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addMessage(sender, content) {
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| 124 |
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const messageDiv = document.createElement('div');
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| 125 |
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messageDiv.className = `message ${sender}`;
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| 126 |
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| 127 |
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const messageContent = document.createElement('div');
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| 128 |
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messageContent.className = 'message-content';
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| 129 |
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messageContent.textContent = content;
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| 130 |
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| 131 |
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messageDiv.appendChild(messageContent);
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| 132 |
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this.chatMessages.appendChild(messageDiv);
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| 133 |
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| 134 |
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// Scroll to bottom
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| 135 |
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this.chatMessages.scrollTop = this.chatMessages.scrollHeight;
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| 136 |
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| 137 |
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this.messageHistory.push({ sender, content });
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| 138 |
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}
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| 139 |
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| 140 |
+
addTypingIndicator() {
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| 141 |
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const typingDiv = document.createElement('div');
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| 142 |
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typingDiv.className = 'message assistant';
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| 143 |
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| 144 |
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const typingContent = document.createElement('div');
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| 145 |
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typingContent.className = 'message-content typing';
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| 146 |
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| 147 |
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const dots = document.createElement('span');
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| 148 |
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dots.textContent = '...';
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| 149 |
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typingContent.appendChild(dots);
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| 150 |
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| 151 |
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typingDiv.appendChild(typingContent);
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| 152 |
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this.chatMessages.appendChild(typingDiv);
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| 153 |
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| 154 |
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this.chatMessages.scrollTop = this.chatMessages.scrollHeight;
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| 155 |
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| 156 |
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return typingDiv;
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| 157 |
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}
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| 158 |
+
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| 159 |
+
handleError(error) {
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| 160 |
+
console.error('Error:', error);
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| 161 |
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this.modelStatus.textContent = 'Error';
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| 162 |
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this.addMessage('assistant', 'Sorry, I encountered an error. Please try again later.');
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| 163 |
+
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| 164 |
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// Show error message to user
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| 165 |
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const errorMessage = document.createElement('div');
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| 166 |
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errorMessage.className = 'error-message';
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| 167 |
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errorMessage.textContent = 'An error occurred: ' + error.message;
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| 168 |
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this.chatMessages.appendChild(errorMessage);
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| 169 |
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}
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| 170 |
+
}
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| 171 |
+
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| 172 |
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// Initialize the application when DOM is loaded
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| 173 |
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document.addEventListener('DOMContentLoaded', () => {
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| 174 |
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new ChatAssistant();
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| 175 |
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});
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