| # index.js | |
| import { pipeline } from 'https://cdn.jsdelivr.net/npm/@xenova/transformers'; | |
| const analyzeForm = document.getElementById('analyze-form'); | |
| const inputText = document.getElementById('inputText'); | |
| const resultSection = document.getElementById('result'); | |
| const analyzeButton = document.getElementById('analyzeButton'); | |
| let sentimentPipeline; | |
| async function initPipeline() { | |
| analyzeButton.disabled = true; | |
| analyzeButton.textContent = 'Loading model...'; | |
| sentimentPipeline = await pipeline('sentiment-analysis'); | |
| analyzeButton.textContent = 'Analyze Sentiment'; | |
| analyzeButton.disabled = false; | |
| } | |
| analyzeForm.addEventListener('submit', async (event) => { | |
| event.preventDefault(); | |
| const text = inputText.value.trim(); | |
| if (!text) return; | |
| analyzeButton.disabled = true; | |
| analyzeButton.textContent = 'Analyzing...'; | |
| resultSection.textContent = ''; | |
| try { | |
| const output = await sentimentPipeline(text); | |
| const { label, score } = output[0]; | |
| resultSection.textContent = `Sentiment: ${label} (Confidence: ${(score * 100).toFixed(2)}%)`; | |
| } catch (error) { | |
| resultSection.textContent = 'Error analyzing sentiment.'; | |
| } | |
| analyzeButton.textContent = 'Analyze Sentiment'; | |
| analyzeButton.disabled = false; | |
| }); | |