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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>AI Tools - Crypto Intelligence Hub</title>
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<style>
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* {
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margin: 0;
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padding: 0;
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box-sizing: border-box;
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}
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body {
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font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, sans-serif;
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background: linear-gradient(135deg, #050816 0%, #0a1128 100%);
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color: #e2e8f0;
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min-height: 100vh;
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padding: 20px;
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}
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.header {
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text-align: center;
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margin-bottom: 40px;
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padding: 30px 20px;
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background: rgba(15, 23, 42, 0.6);
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border-radius: 16px;
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backdrop-filter: blur(10px);
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border: 1px solid rgba(255, 255, 255, 0.1);
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}
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.header h1 {
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font-size: 2.5rem;
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font-weight: 700;
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margin-bottom: 10px;
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background: linear-gradient(135deg, #60a5fa 0%, #a78bfa 100%);
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-webkit-background-clip: text;
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-webkit-text-fill-color: transparent;
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background-clip: text;
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}
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.header p {
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color: #94a3b8;
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font-size: 1.1rem;
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}
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.container {
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max-width: 1400px;
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margin: 0 auto;
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}
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.card {
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background: rgba(15, 23, 42, 0.8);
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border-radius: 16px;
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padding: 30px;
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margin-bottom: 30px;
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border: 1px solid rgba(255, 255, 255, 0.1);
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box-shadow: 0 8px 32px rgba(0, 0, 0, 0.3);
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backdrop-filter: blur(10px);
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}
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.card-title {
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font-size: 1.8rem;
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font-weight: 600;
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margin-bottom: 25px;
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color: #f1f5f9;
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}
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.form-group {
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margin-bottom: 20px;
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}
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.form-label {
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display: block;
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margin-bottom: 8px;
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color: #cbd5e1;
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font-weight: 500;
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font-size: 0.95rem;
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}
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.form-input,
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.form-textarea,
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.form-select {
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width: 100%;
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padding: 12px 16px;
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background: rgba(30, 41, 59, 0.8);
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border: 1px solid rgba(255, 255, 255, 0.15);
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border-radius: 8px;
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color: #e2e8f0;
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font-size: 1rem;
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transition: all 0.3s ease;
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}
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.form-input:focus,
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.form-textarea:focus,
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.form-select:focus {
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outline: none;
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border-color: #60a5fa;
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box-shadow: 0 0 0 3px rgba(96, 165, 250, 0.1);
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}
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.form-textarea {
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min-height: 120px;
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resize: vertical;
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font-family: inherit;
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}
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.btn {
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padding: 12px 24px;
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font-size: 1rem;
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font-weight: 600;
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border: none;
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border-radius: 8px;
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cursor: pointer;
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transition: all 0.3s ease;
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display: inline-flex;
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align-items: center;
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gap: 8px;
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}
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.btn-primary {
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background: linear-gradient(135deg, #3b82f6 0%, #8b5cf6 100%);
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color: white;
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}
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.btn-primary:hover:not(:disabled) {
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transform: translateY(-2px);
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box-shadow: 0 8px 20px rgba(59, 130, 246, 0.4);
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}
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.btn-primary:disabled {
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opacity: 0.6;
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cursor: not-allowed;
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}
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.btn-secondary {
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background: rgba(71, 85, 105, 0.8);
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color: #e2e8f0;
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border: 1px solid rgba(255, 255, 255, 0.1);
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}
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.btn-secondary:hover:not(:disabled) {
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background: rgba(100, 116, 139, 0.9);
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}
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.result-box {
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margin-top: 25px;
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padding: 20px;
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background: rgba(30, 41, 59, 0.6);
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border-radius: 12px;
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border: 1px solid rgba(255, 255, 255, 0.1);
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}
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.error-box {
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margin-top: 25px;
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padding: 16px;
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background: rgba(239, 68, 68, 0.1);
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border: 1px solid rgba(239, 68, 68, 0.3);
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border-radius: 8px;
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color: #fca5a5;
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}
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.success-box {
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margin-top: 25px;
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padding: 20px;
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background: rgba(34, 197, 94, 0.1);
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border: 1px solid rgba(34, 197, 94, 0.3);
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border-radius: 12px;
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}
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.badge {
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display: inline-block;
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padding: 6px 14px;
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border-radius: 20px;
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font-size: 0.9rem;
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font-weight: 600;
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margin-right: 10px;
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}
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.badge-positive {
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background: rgba(34, 197, 94, 0.2);
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color: #4ade80;
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border: 1px solid rgba(34, 197, 94, 0.3);
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}
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.badge-negative {
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background: rgba(239, 68, 68, 0.2);
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color: #f87171;
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border: 1px solid rgba(239, 68, 68, 0.3);
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}
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.badge-neutral {
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background: rgba(148, 163, 184, 0.2);
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color: #94a3b8;
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border: 1px solid rgba(148, 163, 184, 0.3);
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}
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.badge-success {
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background: rgba(34, 197, 94, 0.2);
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color: #4ade80;
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border: 1px solid rgba(34, 197, 94, 0.3);
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}
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.badge-danger {
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background: rgba(239, 68, 68, 0.2);
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color: #f87171;
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border: 1px solid rgba(239, 68, 68, 0.3);
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}
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.score-bar {
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margin-top: 15px;
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}
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.score-item {
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display: flex;
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align-items: center;
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margin-bottom: 8px;
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}
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.score-label {
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min-width: 80px;
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font-size: 0.9rem;
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color: #cbd5e1;
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}
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.score-progress {
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flex: 1;
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height: 8px;
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background: rgba(30, 41, 59, 0.8);
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border-radius: 4px;
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overflow: hidden;
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margin: 0 12px;
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}
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.score-fill {
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height: 100%;
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background: linear-gradient(90deg, #3b82f6 0%, #8b5cf6 100%);
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border-radius: 4px;
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transition: width 0.5s ease;
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}
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.score-value {
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min-width: 50px;
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text-align: right;
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font-weight: 600;
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color: #e2e8f0;
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}
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.table-container {
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overflow-x: auto;
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margin-top: 20px;
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}
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table {
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width: 100%;
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border-collapse: collapse;
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}
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th {
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background: rgba(30, 41, 59, 0.8);
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padding: 12px;
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text-align: left;
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font-weight: 600;
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color: #f1f5f9;
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border-bottom: 2px solid rgba(255, 255, 255, 0.1);
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}
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td {
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padding: 12px;
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border-bottom: 1px solid rgba(255, 255, 255, 0.05);
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color: #cbd5e1;
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}
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tr:hover {
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background: rgba(30, 41, 59, 0.4);
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}
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.info-box {
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padding: 16px;
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background: rgba(59, 130, 246, 0.1);
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border: 1px solid rgba(59, 130, 246, 0.3);
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border-radius: 8px;
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margin: 15px 0;
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color: #93c5fd;
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}
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.warning-box {
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padding: 16px;
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background: rgba(251, 191, 36, 0.1);
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border: 1px solid rgba(251, 191, 36, 0.3);
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border-radius: 8px;
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margin: 15px 0;
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color: #fcd34d;
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}
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.status-grid {
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display: grid;
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grid-template-columns: repeat(auto-fit, minmax(200px, 1fr));
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gap: 15px;
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margin: 20px 0;
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}
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.status-item {
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padding: 15px;
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background: rgba(30, 41, 59, 0.6);
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border-radius: 8px;
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border: 1px solid rgba(255, 255, 255, 0.1);
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}
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.status-label {
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font-size: 0.85rem;
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color: #94a3b8;
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margin-bottom: 5px;
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}
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.status-value {
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font-size: 1.3rem;
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font-weight: 700;
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color: #f1f5f9;
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}
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.summary-text {
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padding: 20px;
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background: rgba(30, 41, 59, 0.8);
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border-radius: 8px;
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border-left: 4px solid #60a5fa;
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font-size: 1.05rem;
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line-height: 1.7;
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color: #e2e8f0;
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margin-bottom: 20px;
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}
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.sentences-list {
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list-style: none;
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padding: 0;
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}
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.sentences-list li {
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padding: 12px 15px;
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background: rgba(30, 41, 59, 0.6);
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border-radius: 8px;
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margin-bottom: 10px;
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border-left: 3px solid #8b5cf6;
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color: #cbd5e1;
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}
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.sentences-list li:before {
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content: "→";
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margin-right: 10px;
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color: #8b5cf6;
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font-weight: bold;
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}
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.loading {
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display: inline-block;
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width: 16px;
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height: 16px;
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border: 2px solid rgba(255, 255, 255, 0.3);
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border-top-color: #fff;
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border-radius: 50%;
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animation: spin 0.6s linear infinite;
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}
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@keyframes spin {
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to { transform: rotate(360deg); }
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}
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.two-column {
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display: grid;
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grid-template-columns: 1fr 1fr;
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gap: 20px;
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}
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@media (max-width: 768px) {
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.header h1 {
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font-size: 1.8rem;
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}
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.header p {
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font-size: 0.95rem;
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}
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.card {
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padding: 20px;
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}
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.card-title {
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font-size: 1.4rem;
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}
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.two-column {
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grid-template-columns: 1fr;
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}
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.status-grid {
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grid-template-columns: 1fr;
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}
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}
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.hidden {
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display: none;
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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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<div class="header">
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<h1>AI Tools – Crypto Intelligence Hub</h1>
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<p>Sentiment, Summaries, and Model Diagnostics</p>
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</div>
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<div class="card">
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<h2 class="card-title">Sentiment Playground</h2>
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<div class="form-group">
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<label class="form-label" for="sentiment-input">Enter Text</label>
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<textarea
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id="sentiment-input"
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class="form-textarea"
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placeholder="Enter text to analyze sentiment (tweets, news, or any text)..."
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></textarea>
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</div>
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<div class="two-column">
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<div class="form-group">
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<label class="form-label" for="sentiment-source">Source Type</label>
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<select id="sentiment-source" class="form-select">
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<option value="user">User Input</option>
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<option value="tweet">Tweet</option>
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<option value="news">News</option>
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</select>
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</div>
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<div class="form-group">
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<label class="form-label" for="sentiment-model-key">Model Key (Optional)</label>
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<input
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type="text"
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id="sentiment-model-key"
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class="form-input"
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placeholder="Leave empty for default model"
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/>
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</div>
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</div>
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<button id="analyze-sentiment-btn" class="btn btn-primary">
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Analyze Sentiment
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</button>
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<div id="sentiment-result" class="hidden"></div>
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</div>
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<div class="card">
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<h2 class="card-title">Text Summarizer</h2>
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<div class="form-group">
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<label class="form-label" for="summary-input">Enter Long Text</label>
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<textarea
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id="summary-input"
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class="form-textarea"
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placeholder="Paste article or long text to summarize..."
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style="min-height: 180px;"
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></textarea>
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</div>
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<div class="form-group">
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<label class="form-label" for="max-sentences">Maximum Sentences</label>
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<select id="max-sentences" class="form-select">
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<option value="2">2 sentences</option>
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<option value="3" selected>3 sentences</option>
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<option value="4">4 sentences</option>
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<option value="5">5 sentences</option>
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</select>
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</div>
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<button id="summarize-btn" class="btn btn-primary">
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Summarize
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</button>
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<div id="summary-result" class="hidden"></div>
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</div>
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<div class="card">
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<h2 class="card-title">Model Status & Diagnostics</h2>
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<div style="display: flex; justify-content: space-between; align-items: center; margin-bottom: 20px;">
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<h3 style="color: #cbd5e1; font-size: 1.2rem;">Registry Status</h3>
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<button id="refresh-status-btn" class="btn btn-secondary">
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Refresh
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</button>
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</div>
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<div id="registry-status"></div>
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<h3 style="color: #cbd5e1; font-size: 1.2rem; margin: 30px 0 15px 0;">Models Table</h3>
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<div id="models-table"></div>
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</div>
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</div>
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<script>
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(function() {
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'use strict';
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const AITools = {
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async analyzeSentiment() {
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const text = document.getElementById('sentiment-input').value.trim();
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const source = document.getElementById('sentiment-source').value;
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const modelKey = document.getElementById('sentiment-model-key').value.trim();
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const btn = document.getElementById('analyze-sentiment-btn');
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const resultDiv = document.getElementById('sentiment-result');
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if (!text) {
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this.showError(resultDiv, 'Please enter text to analyze');
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return;
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}
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btn.disabled = true;
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btn.innerHTML = '<span class="loading"></span> Analyzing...';
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resultDiv.classList.add('hidden');
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try {
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const payload = { text, source };
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if (modelKey) payload.model_key = modelKey;
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const response = await fetch('/api/sentiment/analyze', {
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method: 'POST',
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headers: { 'Content-Type': 'application/json' },
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body: JSON.stringify(payload)
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});
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const data = await response.json();
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if (!response.ok || !data.ok) {
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throw new Error(data.error || 'Sentiment analysis failed');
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}
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this.displaySentimentResult(resultDiv, data);
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} catch (error) {
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this.showError(resultDiv, error.message);
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} finally {
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btn.disabled = false;
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btn.innerHTML = 'Analyze Sentiment';
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}
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},
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displaySentimentResult(container, data) {
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const label = data.label || 'unknown';
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const score = (data.score * 100).toFixed(1);
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const labelClass = label.toLowerCase();
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let html = '<div class="result-box">';
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html += '<h3 style="margin-bottom: 15px; color: #f1f5f9;">Sentiment Analysis Result</h3>';
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html += `<div style="margin-bottom: 15px;">`;
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html += `<span class="badge badge-${labelClass}">${label.toUpperCase()}</span>`;
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html += `<span style="font-size: 1.3rem; font-weight: 700; color: #e2e8f0;">${score}%</span>`;
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html += `</div>`;
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if (data.model) {
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html += `<p style="color: #94a3b8; font-size: 0.9rem; margin-bottom: 15px;">Model: ${data.model}</p>`;
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}
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if (data.details && data.details.labels && data.details.scores) {
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html += '<div class="score-bar">';
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for (let i = 0; i < data.details.labels.length; i++) {
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const lbl = data.details.labels[i];
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const scr = (data.details.scores[i] * 100).toFixed(1);
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html += '<div class="score-item">';
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html += `<span class="score-label">${lbl}</span>`;
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html += '<div class="score-progress">';
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html += `<div class="score-fill" style="width: ${scr}%"></div>`;
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html += '</div>';
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html += `<span class="score-value">${scr}%</span>`;
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html += '</div>';
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}
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html += '</div>';
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}
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html += '</div>';
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container.innerHTML = html;
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container.classList.remove('hidden');
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},
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async summarizeText() {
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const text = document.getElementById('summary-input').value.trim();
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const maxSentences = parseInt(document.getElementById('max-sentences').value);
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const btn = document.getElementById('summarize-btn');
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const resultDiv = document.getElementById('summary-result');
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if (!text) {
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this.showError(resultDiv, 'Please enter text to summarize');
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return;
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}
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btn.disabled = true;
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btn.innerHTML = '<span class="loading"></span> Summarizing...';
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resultDiv.classList.add('hidden');
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try {
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const response = await fetch('/api/ai/summarize', {
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method: 'POST',
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headers: { 'Content-Type': 'application/json' },
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body: JSON.stringify({ text, max_sentences: maxSentences })
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});
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const data = await response.json();
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if (!response.ok || !data.ok) {
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throw new Error(data.error || 'Summarization failed');
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}
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this.displaySummaryResult(resultDiv, data);
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} catch (error) {
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this.showError(resultDiv, error.message);
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} finally {
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btn.disabled = false;
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btn.innerHTML = 'Summarize';
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}
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},
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displaySummaryResult(container, data) {
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let html = '<div class="result-box">';
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html += '<h3 style="margin-bottom: 15px; color: #f1f5f9;">Summary</h3>';
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if (data.summary) {
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html += `<div class="summary-text">${this.escapeHtml(data.summary)}</div>`;
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}
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if (data.sentences && data.sentences.length > 0) {
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html += '<h4 style="margin: 20px 0 10px 0; color: #cbd5e1; font-size: 1.1rem;">Key Sentences</h4>';
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html += '<ul class="sentences-list">';
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data.sentences.forEach(sentence => {
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html += `<li>${this.escapeHtml(sentence)}</li>`;
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});
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html += '</ul>';
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}
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html += '</div>';
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container.innerHTML = html;
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container.classList.remove('hidden');
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},
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async loadModelStatus() {
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const statusDiv = document.getElementById('registry-status');
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const tableDiv = document.getElementById('models-table');
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const btn = document.getElementById('refresh-status-btn');
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btn.disabled = true;
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btn.innerHTML = '<span class="loading"></span> Loading...';
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try {
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const [statusRes, listRes] = await Promise.all([
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fetch('/api/models/status'),
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fetch('/api/models/list')
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]);
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const statusData = await statusRes.json();
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const listData = await listRes.json();
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this.displayRegistryStatus(statusDiv, statusData);
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this.displayModelsTable(tableDiv, listData);
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} catch (error) {
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this.showError(statusDiv, 'Failed to load model status: ' + error.message);
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} finally {
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btn.disabled = false;
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btn.innerHTML = 'Refresh';
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}
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},
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displayRegistryStatus(container, data) {
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let html = '<div class="status-grid">';
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html += '<div class="status-item">';
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html += '<div class="status-label">HF Mode</div>';
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html += `<div class="status-value">${data.hf_mode || 'unknown'}</div>`;
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html += '</div>';
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html += '<div class="status-item">';
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html += '<div class="status-label">Overall Status</div>';
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html += `<div class="status-value">${data.status || 'unknown'}</div>`;
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html += '</div>';
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html += '<div class="status-item">';
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html += '<div class="status-label">Models Loaded</div>';
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html += `<div class="status-value">${data.models_loaded || 0}</div>`;
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html += '</div>';
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html += '<div class="status-item">';
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html += '<div class="status-label">Models Failed</div>';
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html += `<div class="status-value">${data.models_failed || 0}</div>`;
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html += '</div>';
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html += '</div>';
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if (data.status === 'disabled' || data.hf_mode === 'off') {
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html += '<div class="info-box">';
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html += '<strong>Note:</strong> HF models are disabled. To enable them, set HF_MODE=public or HF_MODE=auth in the environment.';
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html += '</div>';
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} else if (data.models_loaded === 0 && data.status !== 'disabled') {
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html += '<div class="warning-box">';
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html += '<strong>Warning:</strong> No models could be loaded. Check model IDs or HF credentials.';
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html += '</div>';
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}
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if (data.error) {
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html += '<div class="error-box" style="margin-top: 15px;">';
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html += `<strong>Error:</strong> ${this.escapeHtml(data.error)}`;
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html += '</div>';
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}
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if (data.failed && data.failed.length > 0) {
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html += '<div style="margin-top: 20px;">';
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html += '<h4 style="color: #cbd5e1; margin-bottom: 10px;">Failed Models</h4>';
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html += '<div style="background: rgba(30, 41, 59, 0.6); border-radius: 8px; padding: 15px;">';
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data.failed.forEach(([key, error]) => {
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html += `<div style="margin-bottom: 8px; padding: 8px; background: rgba(239, 68, 68, 0.1); border-left: 3px solid #ef4444; border-radius: 4px;">`;
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html += `<strong style="color: #fca5a5;">${key}:</strong> `;
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html += `<span style="color: #cbd5e1;">${this.escapeHtml(error)}</span>`;
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html += `</div>`;
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});
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html += '</div>';
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html += '</div>';
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}
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container.innerHTML = html;
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},
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displayModelsTable(container, data) {
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if (!data.models || data.models.length === 0) {
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container.innerHTML = '<div class="info-box">No models configured</div>';
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return;
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}
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let html = '<div class="table-container">';
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html += '<table>';
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html += '<thead><tr>';
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html += '<th>Key</th>';
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html += '<th>Task</th>';
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html += '<th>Model ID</th>';
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html += '<th>Loaded</th>';
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html += '<th>Error</th>';
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html += '</tr></thead>';
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html += '<tbody>';
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data.models.forEach(model => {
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html += '<tr>';
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html += `<td><strong>${model.key || 'N/A'}</strong></td>`;
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html += `<td>${model.task || 'N/A'}</td>`;
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html += `<td style="font-family: monospace; font-size: 0.85rem;">${model.model_id || 'N/A'}</td>`;
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html += '<td>';
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if (model.loaded) {
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html += '<span class="badge badge-success">Yes</span>';
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} else {
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html += '<span class="badge badge-danger">No</span>';
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}
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html += '</td>';
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html += `<td style="color: #f87171; font-size: 0.85rem;">${model.error ? this.escapeHtml(model.error) : '-'}</td>`;
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html += '</tr>';
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});
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html += '</tbody>';
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html += '</table>';
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html += '</div>';
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container.innerHTML = html;
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},
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showError(container, message) {
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container.innerHTML = `<div class="error-box"><strong>Error:</strong> ${this.escapeHtml(message)}</div>`;
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container.classList.remove('hidden');
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},
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escapeHtml(text) {
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const div = document.createElement('div');
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div.textContent = text;
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return div.innerHTML;
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},
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init() {
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document.getElementById('analyze-sentiment-btn').addEventListener('click', () => this.analyzeSentiment());
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document.getElementById('summarize-btn').addEventListener('click', () => this.summarizeText());
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document.getElementById('refresh-status-btn').addEventListener('click', () => this.loadModelStatus());
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this.loadModelStatus();
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}
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};
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if (document.readyState === 'loading') {
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document.addEventListener('DOMContentLoaded', () => AITools.init());
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} else {
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AITools.init();
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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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