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