Update index.js
Browse files
index.js
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import { pipeline } from 'https://cdn.jsdelivr.net/npm/@xenova/transformers';
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//
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const AVAILABLE_MODELS = [
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{ name: "Moonshot Kimi-K2", id: "moonshotai/Kimi-K2-Instruct" },
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{ name: "DeepSeek V3", id: "deepseek-ai/DeepSeek-V3-0324" },
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@@ -16,55 +16,59 @@ const AVAILABLE_MODELS = [
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{ name: "Qwen3-Coder-480B-A35B", id: "Qwen/Qwen3-Coder-480B-A35B-Instruct" }
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];
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const modelSelect
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const
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const
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const analyzeButton = document.getElementById('analyzeButton');
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// Populate dropdown
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AVAILABLE_MODELS.forEach(model => {
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const
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modelSelect.appendChild(
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});
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async function initPipeline(modelId) {
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analyzeButton.disabled = true;
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analyzeButton.textContent = 'Loading model
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sentimentPipeline = await pipeline('sentiment-analysis', modelId);
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analyzeButton.textContent = 'Analyze Sentiment';
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analyzeButton.disabled = false;
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}
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//
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initPipeline(modelSelect.value);
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//
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modelSelect.addEventListener('change', () => {
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initPipeline(modelSelect.value);
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resultSection.textContent = '';
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});
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// Handle form submission
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event.preventDefault();
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const text = inputText.value.trim();
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if (!text) return;
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analyzeButton.disabled = true;
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analyzeButton.textContent = 'Analyzing
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resultSection.textContent = '';
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try {
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const output = await sentimentPipeline(text);
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const { label, score } = output
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resultSection.textContent = `Sentiment: ${label} (Confidence: ${(score*100).toFixed(2)}%)`;
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} catch (err) {
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resultSection.textContent = 'Error analyzing sentiment.';
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}
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analyzeButton.textContent = 'Analyze Sentiment';
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analyzeButton.disabled = false;
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});
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// index.js
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import { pipeline } from 'https://cdn.jsdelivr.net/npm/@xenova/transformers';
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// Front-end copy of the Python AVAILABLE_MODELS list for dropdown population:
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const AVAILABLE_MODELS = [
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{ name: "Moonshot Kimi-K2", id: "moonshotai/Kimi-K2-Instruct" },
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{ name: "DeepSeek V3", id: "deepseek-ai/DeepSeek-V3-0324" },
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{ name: "Qwen3-Coder-480B-A35B", id: "Qwen/Qwen3-Coder-480B-A35B-Instruct" }
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];
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const modelSelect = document.getElementById('modelSelect');
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const analyzeForm = document.getElementById('analyze-form');
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const inputText = document.getElementById('inputText');
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const analyzeButton = document.getElementById('analyzeButton');
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const resultSection = document.getElementById('result');
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let sentimentPipeline = null;
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// Populate the model dropdown
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AVAILABLE_MODELS.forEach(model => {
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const option = document.createElement('option');
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option.value = model.id;
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option.textContent = model.name;
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modelSelect.appendChild(option);
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});
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// Initialize pipeline for the selected model
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async function initPipeline(modelId) {
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analyzeButton.disabled = true;
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analyzeButton.textContent = 'Loading model…';
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sentimentPipeline = await pipeline('sentiment-analysis', modelId);
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analyzeButton.textContent = 'Analyze Sentiment';
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analyzeButton.disabled = false;
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}
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// On page load: initialize with the first model
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initPipeline(modelSelect.value);
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// When user changes model: reinitialize pipeline
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modelSelect.addEventListener('change', () => {
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resultSection.textContent = '';
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initPipeline(modelSelect.value);
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});
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// Handle form submission
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analyzeForm.addEventListener('submit', async (event) => {
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event.preventDefault();
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const text = inputText.value.trim();
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if (!text) return;
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analyzeButton.disabled = true;
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analyzeButton.textContent = 'Analyzing…';
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resultSection.textContent = '';
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try {
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const [output] = await sentimentPipeline(text);
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const { label, score } = output;
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resultSection.textContent = `Sentiment: ${label} (Confidence: ${(score * 100).toFixed(2)}%)`;
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} catch (err) {
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console.error(err);
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resultSection.textContent = 'Error analyzing sentiment.';
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}
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analyzeButton.textContent = 'Analyze Sentiment';
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analyzeButton.disabled = false;
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});
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