Spaces:
Sleeping
Sleeping
File size: 6,050 Bytes
c41cd83 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 | // Main application logic
class ChatAssistant {
constructor() {
this.pipeline = null;
this.isModelLoaded = false;
this.worker = null;
this.messageHistory = [];
this.initializeElements();
this.setupEventListeners();
this.loadModel();
}
initializeElements() {
this.chatMessages = document.getElementById('chatMessages');
this.userInput = document.getElementById('userInput');
this.sendButton = document.getElementById('sendButton');
this.modelStatus = document.getElementById('modelStatus');
this.progressFill = document.getElementById('progressFill');
this.progressText = document.getElementById('progressText');
}
setupEventListeners() {
this.sendButton.addEventListener('click', () => this.sendMessage());
this.userInput.addEventListener('keypress', (e) => {
if (e.key === 'Enter' && !e.shiftKey) {
e.preventDefault();
this.sendMessage();
}
});
}
async loadModel() {
try {
this.modelStatus.textContent = 'Loading model...';
this.updateProgress(0, 'Initializing...');
// Create a Web Worker for model loading
this.worker = new Worker('worker.js');
// Listen for messages from the worker
this.worker.onmessage = (event) => {
const { type, data, progress } = event.data;
if (type === 'progress') {
this.updateProgress(progress * 100, `Downloading: ${Math.round(progress * 100)}%`);
} else if (type === 'ready') {
this.pipeline = data;
this.isModelLoaded = true;
this.modelStatus.textContent = 'Ready';
this.updateProgress(100, 'Model loaded!');
this.addMessage('assistant', 'Hola! I\'m ready to chat. How can I help you today?');
} else if (type === 'error') {
this.handleError(data);
}
};
// Start model loading in worker
this.worker.postMessage({ type: 'loadModel' });
} catch (error) {
this.handleError(error);
}
}
updateProgress(percentage, text) {
this.progressFill.style.width = `${percentage}%`;
this.progressText.textContent = text;
}
async sendMessage() {
const userInput = this.userInput.value.trim();
if (!userInput || !this.isModelLoaded) return;
// Add user message to chat
this.addMessage('user', userInput);
this.userInput.value = '';
this.userInput.disabled = true;
this.sendButton.disabled = true;
try {
// Show typing indicator
const typingIndicator = this.addTypingIndicator();
// Generate response
const response = await this.generateResponse(userInput);
// Remove typing indicator and add response
typingIndicator.remove();
this.addMessage('assistant', response);
} catch (error) {
this.handleError(error);
this.userInput.disabled = false;
this.sendButton.disabled = false;
}
this.userInput.disabled = false;
this.sendButton.disabled = false;
this.userInput.focus();
}
async generateResponse(input) {
if (!this.pipeline) {
throw new Error('Model not loaded');
}
try {
const result = await this.pipeline(input, {
max_new_tokens: 100,
temperature: 0.7,
top_p: 0.9,
do_sample: true,
return_full_text: false
});
return result[0].generated_text.trim();
} catch (error) {
throw new Error('Failed to generate response: ' + error.message);
}
}
addMessage(sender, content) {
const messageDiv = document.createElement('div');
messageDiv.className = `message ${sender}`;
const messageContent = document.createElement('div');
messageContent.className = 'message-content';
messageContent.textContent = content;
messageDiv.appendChild(messageContent);
this.chatMessages.appendChild(messageDiv);
// Scroll to bottom
this.chatMessages.scrollTop = this.chatMessages.scrollHeight;
this.messageHistory.push({ sender, content });
}
addTypingIndicator() {
const typingDiv = document.createElement('div');
typingDiv.className = 'message assistant';
const typingContent = document.createElement('div');
typingContent.className = 'message-content typing';
const dots = document.createElement('span');
dots.textContent = '...';
typingContent.appendChild(dots);
typingDiv.appendChild(typingContent);
this.chatMessages.appendChild(typingDiv);
this.chatMessages.scrollTop = this.chatMessages.scrollHeight;
return typingDiv;
}
handleError(error) {
console.error('Error:', error);
this.modelStatus.textContent = 'Error';
this.addMessage('assistant', 'Sorry, I encountered an error. Please try again later.');
// Show error message to user
const errorMessage = document.createElement('div');
errorMessage.className = 'error-message';
errorMessage.textContent = 'An error occurred: ' + error.message;
this.chatMessages.appendChild(errorMessage);
}
}
// Initialize the application when DOM is loaded
document.addEventListener('DOMContentLoaded', () => {
new ChatAssistant();
}); |