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<!DOCTYPE html> |
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<html lang="en"> |
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<head> |
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<meta charset="UTF-8"> |
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<meta name="viewport" content="width=device-width, initial-scale=1.0"> |
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<title>Text Classification</title> |
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<style> |
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body { |
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font-family: Arial, sans-serif; |
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margin: 50px; |
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} |
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.container { |
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max-width: 500px; |
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margin: 0 auto; |
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text-align: center; |
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} |
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input[type="text"] { |
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width: 100%; |
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padding: 10px; |
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margin-bottom: 10px; |
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font-size: 16px; |
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} |
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button { |
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padding: 10px 20px; |
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font-size: 16px; |
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cursor: pointer; |
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} |
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.result { |
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margin-top: 20px; |
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font-weight: bold; |
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} |
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</style> |
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</head> |
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<body> |
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<div class="container"> |
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<h1>Text Classification</h1> |
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<input type="text" id="textInput" placeholder="Enter your text here"> |
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<button onclick="classifyText()">Classify</button> |
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<div id="result" class="result"></div> |
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</div> |
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<script> |
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async function classifyText() { |
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const text = document.getElementById('textInput').value; |
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if (!text.trim()) { |
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document.getElementById('result').textContent = "Please enter some text!"; |
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return; |
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} |
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try { |
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const response = await fetch("/predict", { |
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method: "POST", |
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headers: { |
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"Content-Type": "application/json" |
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}, |
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body: JSON.stringify({ text: text }) |
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}); |
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if (response.ok) { |
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const data = await response.json(); |
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document.getElementById('result').textContent = `Prediction: ${data.prediction}`; |
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} else { |
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document.getElementById('result').textContent = "Error: Unable to fetch prediction."; |
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} |
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} catch (error) { |
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console.error("Error:", error); |
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document.getElementById('result').textContent = "Error: Unable to fetch prediction."; |
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} |
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} |
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</script> |
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</body> |
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</html> |
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