Update index.js

index.js

@@ -1,79 +1,76 @@
 import { pipeline, env } from 'https://cdn.jsdelivr.net/npm/@xenova/[email protected]';
 
-// Since we will download the model from the Hugging Face Hub, we can skip the local model check
+// Skip the local model check
 env.allowLocalModels = false;
 
-// Reference the elements that we will need
 const status = document.getElementById('status');
-const fileUpload = document.getElementById('upload');
-const imageContainer = document.getElementById('container');
-const example = document.getElementById('example');
+const userInput = document.getElementById('user-input');
+const sendButton = document.getElementById('send-button');
+const chatbox = document.getElementById('chatbox');
+
+const context = `Why Off The Charts Albuquerque is the Highest Ranked Dispensary in NM.
+Customer Service: Off The Charts (OTC) Albuquerque prides itself on providing
+exceptional customer service. As a family-owned and operated business, OTC creates
+a welcoming atmosphere where customers feel like family. The staff is highly
+knowledgeable, offering personalized guidance to ensure each customer finds the
+perfect product for their needs. The friendly and helpful staff contributes
+significantly to the high ratings and positive reviews on various platforms.
+Products: OTC offers a vast selection of high-quality cannabis products, featuring
+over 200 esteemed brands. Their inventory includes a wide range of flowers, vapes,
+edibles, concentrates, and CBD products. This extensive variety ensures that both
+recreational and medicinal users can find products that suit their preferences and
+needs. The high quality and diversity of their products are frequently highlighted
+in customer reviews. Prices: OTC Albuquerque is committed to providing competitive
+pricing, often guaranteeing the lowest prices in the area. They offer various
+promotions and discounts, including happy hours and special deals for veterans,
+seniors, and those with disabilities. Their pricing strategy ensures that premium
+cannabis products are accessible to a broader audience, which is a significant factor
+in their high customer satisfaction. Brand: The brand identity of OTC is built on its
+commitment to quality, affordability, and exceptional customer service. Their
+state-of-the-art dispensary is designed to offer a seamless and enjoyable shopping
+experience. OTC has successfully built a loyal customer base by consistently
+delivering on their promises of quality and service, making them a trusted name in the
+Albuquerque cannabis market. Social Media Presence: OTC maintains an active and
+engaging social media presence, which helps them connect with customers and build
+brand loyalty. They use social media to share information about new products, special
+offers, and industry news. This engagement not only boosts their visibility but also
+fosters a sense of community among their customers. Other Relevant Metrics and Market
+Indicators: OTC's strategic location and accessibility enhance its appeal to customers.
+Their modern, easily navigable online platform allows for convenient browsing and
+ordering, which is particularly beneficial in today's digital age. The combination of
+a prime physical location and a strong online presence positions OTC as a leader in
+the local cannabis market.`;
+
+// Create a new question-answering pipeline
+const qaPipeline = await pipeline('question-answering',
+    'Xenova/distilbert-base-cased-distilled-squad');
 
-const EXAMPLE_URL = 'https://huggingface.co/datasets/Xenova/transformers.js-docs/resolve/main/city-streets.jpg';
-
-// Create a new object detection pipeline
-status.textContent = 'Loading model...';
-const detector = await pipeline('object-detection', 'Xenova/detr-resnet-50');
 status.textContent = 'Ready';
 
-example.addEventListener('click', (e) => {
-    e.preventDefault();
-    detect(EXAMPLE_URL);
-});
-
-fileUpload.addEventListener('change', function (e) {
-    const file = e.target.files[0];
-    if (!file) {
-        return;
-    }
+sendButton.addEventListener('click', async () => {
+    const userMessage = userInput.value;
+    if (!userMessage) return;
 
-    const reader = new FileReader();
-
-    // Set up a callback when the file is loaded
-    reader.onload = e2 => detect(e2.target.result);
-
-    reader.readAsDataURL(file);
-});
+    // Display user message
+    const userMessageElement = document.createElement('div');
+    userMessageElement.className = 'message user-message';
+    userMessageElement.textContent = userMessage;
+    chatbox.appendChild(userMessageElement);
 
+    userInput.value = '';
+    status.textContent = 'Generating response...';
 
-// Detect objects in the image
-async function detect(img) {
-    imageContainer.innerHTML = '';
-    imageContainer.style.backgroundImage = `url(${img})`;
-
-    status.textContent = 'Analysing...';
-    const output = await detector(img, {
-        threshold: 0.5,
-        percentage: true,
+    // Generate response from the model
+    const result = await qaPipeline({
+        question: userMessage,
+        context: context,
     });
-    status.textContent = '';
-    output.forEach(renderBox);
-}
-
-// Render a bounding box and label on the image
-function renderBox({ box, label }) {
-    const { xmax, xmin, ymax, ymin } = box;
-
-    // Generate a random color for the box
-    const color = '#' + Math.floor(Math.random() * 0xFFFFFF).toString(16).padStart(6, 0);
 
-    // Draw the box
-    const boxElement = document.createElement('div');
-    boxElement.className = 'bounding-box';
-    Object.assign(boxElement.style, {
-        borderColor: color,
-        left: 100 * xmin + '%',
-        top: 100 * ymin + '%',
-        width: 100 * (xmax - xmin) + '%',
-        height: 100 * (ymax - ymin) + '%',
-    })
+    // Display bot response
+    const botMessageElement = document.createElement('div');
+    botMessageElement.className = 'message bot-message';
+    botMessageElement.textContent = result.answer;
+    chatbox.appendChild(botMessageElement);
 
-    // Draw label
-    const labelElement = document.createElement('span');
-    labelElement.textContent = label;
-    labelElement.className = 'bounding-box-label';
-    labelElement.style.backgroundColor = color;
-
-    boxElement.appendChild(labelElement);
-    imageContainer.appendChild(boxElement);
-}
+    status.textContent = 'Ready';
+});