Update index.js
Browse files
index.js
CHANGED
@@ -1,22 +1,53 @@
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// index.js
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import { pipeline } from 'https://cdn.jsdelivr.net/npm/@xenova/transformers';
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const analyzeForm = document.getElementById('analyze-form');
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const inputText = document.getElementById('inputText');
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const resultSection = document.getElementById('result');
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const analyzeButton = document.getElementById('analyzeButton');
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let sentimentPipeline;
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analyzeButton.disabled = true;
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analyzeButton.textContent = 'Loading model...';
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sentimentPipeline = await pipeline('sentiment-analysis');
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analyzeButton.textContent = 'Analyze Sentiment';
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analyzeButton.disabled = false;
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}
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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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@@ -29,10 +60,10 @@ analyzeForm.addEventListener('submit', async (event) => {
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const output = await sentimentPipeline(text);
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const { label, score } = output[0];
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resultSection.textContent = `Sentiment: ${label} (Confidence: ${(score * 100).toFixed(2)}%)`;
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} catch (
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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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// Define available models (mirror of constants.py AVAILABLE_MODELS)
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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: "DeepSeek R1", id: "deepseek-ai/DeepSeek-R1-0528" },
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{ name: "ERNIE-4.5-VL", id: "baidu/ERNIE-4.5-VL-424B-A47B-Base-PT" },
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{ name: "MiniMax M1", id: "MiniMaxAI/MiniMax-M1-80k" },
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{ name: "Qwen3-235B-A22B", id: "Qwen/Qwen3-235B-A22B" },
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{ name: "SmolLM3-3B", id: "HuggingFaceTB/SmolLM3-3B" },
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{ name: "GLM-4.1V-9B-Thinking", id: "THUDM/GLM-4.1V-9B-Thinking" },
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{ name: "Qwen3-235B-A22B-Instruct-2507", id: "Qwen/Qwen3-235B-A22B-Instruct-2507" },
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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 analyzeForm = document.getElementById('analyze-form');
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const modelSelect = document.getElementById('modelSelect');
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const inputText = document.getElementById('inputText');
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const resultSection = document.getElementById('result');
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const analyzeButton = document.getElementById('analyzeButton');
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let sentimentPipeline;
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// Populate model dropdown
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AVAILABLE_MODELS.forEach(model => {
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const opt = document.createElement('option');
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opt.value = model.id;
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opt.textContent = model.name;
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modelSelect.appendChild(opt);
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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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// Initialize with first model
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initPipeline(modelSelect.value);
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// Re-init pipeline on model change
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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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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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const output = await sentimentPipeline(text);
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const { label, score } = output[0];
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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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