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87ab716 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 | <!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>AI Spam Detector</title>
<link rel="preconnect" href="https://fonts.googleapis.com">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link href="https://fonts.googleapis.com/css2?family=Outfit:wght@300;400;600&display=swap" rel="stylesheet">
<link rel="stylesheet" href="style.css">
</head>
<body>
<div class="background-glob"></div>
<div class="container">
<header>
<h1>Spam Shield AI</h1>
<p>Advanced Email Classification System</p>
</header>
<main>
<div class="card glass">
<div class="input-group">
<label for="emailContent">Paste your email content here</label>
<textarea id="emailContent"
placeholder="e.g., Congratulations! You've won a $1000 gift card..."></textarea>
</div>
<div class="actions">
<button id="checkBtn" class="btn-primary">
<span class="btn-text">Analyze Message</span>
<div class="loader" id="loader"></div>
</button>
</div>
<div id="resultArea" class="result-area hidden">
<div id="resultCard" class="result-card">
<span id="resultIcon" class="icon"></span>
<h2 id="resultTitle"></h2>
<p id="resultConfidence"></p>
</div>
</div>
</div>
</main>
<footer>
<p>Powered by Python & N8N Integration</p>
</footer>
</div>
<script>
// Use relative path so it works on localhost AND Hugging Face automatically
const API_URL = "/predict";
const checkBtn = document.getElementById('checkBtn');
const emailContent = document.getElementById('emailContent');
const loader = document.getElementById('loader');
const btnText = document.querySelector('.btn-text');
const resultArea = document.getElementById('resultArea');
const resultCard = document.getElementById('resultCard');
const resultTitle = document.getElementById('resultTitle');
const resultIcon = document.getElementById('resultIcon');
const resultConfidence = document.getElementById('resultConfidence');
checkBtn.addEventListener('click', async () => {
const text = emailContent.value.trim();
if (!text) {
alert("Please enter some text to analyze.");
return;
}
// UI Loading State
checkBtn.disabled = true;
loader.style.display = 'block';
btnText.style.opacity = '0';
resultArea.classList.add('hidden');
try {
const response = await fetch(API_URL, {
method: 'POST',
headers: {
'Content-Type': 'application/json'
},
body: JSON.stringify({ message: text })
});
if (!response.ok) {
throw new Error(`Server error: ${response.status}`);
}
const data = await response.json();
displayResult(data);
} catch (error) {
console.error("Error:", error);
alert("An error occurred. If running locally, make sure app.py is running. If on HF, checks logs.");
} finally {
checkBtn.disabled = false;
loader.style.display = 'none';
btnText.style.opacity = '1';
}
});
function displayResult(data) {
let prediction = data.prediction || "Unknown";
let confidence = data.confidence || 0;
resultArea.classList.remove('hidden');
resultCard.className = 'result-card'; // reset
if (prediction.toLowerCase() === 'spam') {
resultCard.classList.add('spam');
resultTitle.innerText = "Spam Detected";
resultIcon.innerText = "⚠️";
resultConfidence.innerText = `Confidence: ${(confidence * 100).toFixed(1)}%`;
} else {
resultCard.classList.add('ham');
resultTitle.innerText = "Safe Message";
resultIcon.innerText = "✅";
resultConfidence.innerText = `Confidence: ${(confidence * 100).toFixed(1)}%`;
}
}
</script>
</body>
</html> |