| <!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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| 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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| }
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| .header {
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| text-align: center;
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| background: rgba(15, 23, 42, 0.6);
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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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| .container {
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| .card {
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| background: rgba(15, 23, 42, 0.8);
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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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| }
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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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| background: rgba(100, 116, 139, 0.9);
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| .result-box {
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| .badge {
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| display: inline-block;
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| .badge-success {
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| background: rgba(34, 197, 94, 0.2);
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| border: 1px solid rgba(34, 197, 94, 0.3);
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| .badge-danger {
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| background: rgba(239, 68, 68, 0.2);
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| .score-bar {
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| display: flex;
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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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| .score-progress {
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| flex: 1;
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| height: 8px;
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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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| 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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| td {
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| padding: 12px;
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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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|
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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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|
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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>
|
| <div class="container">
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| <div class="header">
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| <h1>AI Tools – Crypto Intelligence Hub</h1>
|
| <p>Sentiment, Summaries, and Model Diagnostics</p>
|
| </div>
|
|
|
|
|
| <div class="card">
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| <h2 class="card-title">Sentiment Playground</h2>
|
|
|
| <div class="form-group">
|
| <label class="form-label" for="sentiment-input">Enter Text</label>
|
| <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>
|
| </div>
|
|
|
| <div class="two-column">
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| <div class="form-group">
|
| <label class="form-label" for="sentiment-source">Analysis Mode</label>
|
| <select id="sentiment-source" class="form-select">
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| <option value="auto">Auto (Crypto)</option>
|
| <option value="crypto">Crypto</option>
|
| <option value="financial">Financial</option>
|
| <option value="social">Social/Twitter</option>
|
| <option value="news">News</option>
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| </select>
|
| </div>
|
|
|
| <div class="form-group">
|
| <label class="form-label" for="sentiment-symbol">Asset Symbol (Optional)</label>
|
| <input
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| type="text"
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| id="sentiment-symbol"
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| class="form-input"
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| placeholder="e.g., BTC, ETH"
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| style="text-transform: uppercase;"
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| />
|
| </div>
|
| </div>
|
|
|
| <button id="analyze-sentiment-btn" class="btn btn-primary">
|
| Analyze Sentiment
|
| </button>
|
|
|
| <div id="sentiment-result" class="hidden"></div>
|
| </div>
|
|
|
|
|
| <div class="card">
|
| <h2 class="card-title">Text Summarizer</h2>
|
|
|
| <div class="form-group">
|
| <label class="form-label" for="summary-input">Enter Long Text</label>
|
| <textarea
|
| id="summary-input"
|
| class="form-textarea"
|
| placeholder="Paste article or long text to summarize..."
|
| style="min-height: 180px;"
|
| ></textarea>
|
| </div>
|
|
|
| <div class="form-group">
|
| <label class="form-label" for="max-sentences">Maximum Sentences</label>
|
| <select id="max-sentences" class="form-select">
|
| <option value="2">2 sentences</option>
|
| <option value="3" selected>3 sentences</option>
|
| <option value="4">4 sentences</option>
|
| <option value="5">5 sentences</option>
|
| </select>
|
| </div>
|
|
|
| <button id="summarize-btn" class="btn btn-primary">
|
| Summarize
|
| </button>
|
|
|
| <div id="summary-result" class="hidden"></div>
|
| </div>
|
|
|
|
|
| <div class="card">
|
| <h2 class="card-title">Model Status & Diagnostics</h2>
|
|
|
| <div style="display: flex; justify-content: space-between; align-items: center; margin-bottom: 20px;">
|
| <h3 style="color: #cbd5e1; font-size: 1.2rem;">Registry Status</h3>
|
| <button id="refresh-status-btn" class="btn btn-secondary">
|
| Refresh
|
| </button>
|
| </div>
|
|
|
| <div id="registry-status"></div>
|
|
|
| <h3 style="color: #cbd5e1; font-size: 1.2rem; margin: 30px 0 15px 0;">Models Table</h3>
|
| <div id="models-table"></div>
|
| </div>
|
| </div>
|
|
|
| <script>
|
| (function() {
|
| 'use strict';
|
|
|
| const AITools = {
|
|
|
| async analyzeSentiment() {
|
| const text = document.getElementById('sentiment-input').value.trim();
|
| const mode = document.getElementById('sentiment-source').value;
|
| const symbol = document.getElementById('sentiment-symbol').value.trim().toUpperCase();
|
| const btn = document.getElementById('analyze-sentiment-btn');
|
| const resultDiv = document.getElementById('sentiment-result');
|
|
|
| if (!text) {
|
| this.showError(resultDiv, 'Please enter text to analyze');
|
| return;
|
| }
|
|
|
| btn.disabled = true;
|
| btn.innerHTML = '<span class="loading"></span> Analyzing...';
|
| resultDiv.classList.add('hidden');
|
|
|
| try {
|
| const payload = { text, mode, source: 'ai_tools' };
|
| if (symbol) payload.symbol = symbol;
|
|
|
| const response = await fetch('/api/sentiment/analyze', {
|
| method: 'POST',
|
| headers: { 'Content-Type': 'application/json' },
|
| body: JSON.stringify(payload)
|
| });
|
|
|
| const data = await response.json();
|
|
|
| if (!response.ok || !data.ok) {
|
| throw new Error(data.error || 'Sentiment analysis failed');
|
| }
|
|
|
| this.displaySentimentResult(resultDiv, data);
|
| } catch (error) {
|
| this.showError(resultDiv, error.message);
|
| } finally {
|
| btn.disabled = false;
|
| btn.innerHTML = 'Analyze Sentiment';
|
| }
|
| },
|
|
|
| displaySentimentResult(container, data) {
|
| const label = data.label || 'unknown';
|
| const score = (data.score * 100).toFixed(1);
|
| const labelClass = label.toLowerCase();
|
| const engine = data.engine || 'unknown';
|
|
|
|
|
| let displayLabel = label;
|
| if (label === 'bullish' || label === 'positive') displayLabel = 'Bullish/Positive';
|
| else if (label === 'bearish' || label === 'negative') displayLabel = 'Bearish/Negative';
|
| else if (label === 'neutral') displayLabel = 'Neutral';
|
|
|
| let html = '<div class="result-box">';
|
| html += '<h3 style="margin-bottom: 15px; color: #f1f5f9;">Sentiment Analysis Result</h3>';
|
| html += `<div style="margin-bottom: 15px; display: flex; justify-content: space-between; align-items: center; flex-wrap: wrap; gap: 10px;">`;
|
| html += `<div>`;
|
| html += `<span class="badge badge-${labelClass}">${displayLabel.toUpperCase()}</span>`;
|
| html += `<span style="font-size: 1.3rem; font-weight: 700; color: #e2e8f0; margin-left: 10px;">${score}%</span>`;
|
| html += `</div>`;
|
| html += `<div style="font-size: 0.85rem; color: #94a3b8;">Engine: ${engine}</div>`;
|
| html += `</div>`;
|
|
|
| if (data.model) {
|
| html += `<p style="color: #94a3b8; font-size: 0.9rem; margin-bottom: 15px;">Model: ${data.model}</p>`;
|
| }
|
|
|
| if (data.details && data.details.labels && data.details.scores) {
|
| html += '<div class="score-bar">';
|
| for (let i = 0; i < data.details.labels.length; i++) {
|
| const lbl = data.details.labels[i];
|
| const scr = (data.details.scores[i] * 100).toFixed(1);
|
| html += '<div class="score-item">';
|
| html += `<span class="score-label">${lbl}</span>`;
|
| html += '<div class="score-progress">';
|
| html += `<div class="score-fill" style="width: ${scr}%"></div>`;
|
| html += '</div>';
|
| html += `<span class="score-value">${scr}%</span>`;
|
| html += '</div>';
|
| }
|
| html += '</div>';
|
| }
|
|
|
|
|
| if (engine === 'fallback_lexical') {
|
| html += '<div class="info-box" style="margin-top: 15px;">';
|
| html += '<strong>Note:</strong> Using fallback lexical analysis. HF models may be unavailable.';
|
| html += '</div>';
|
| }
|
|
|
| html += '</div>';
|
| container.innerHTML = html;
|
| container.classList.remove('hidden');
|
| },
|
|
|
|
|
| async summarizeText() {
|
| const text = document.getElementById('summary-input').value.trim();
|
| const maxSentences = parseInt(document.getElementById('max-sentences').value);
|
| const btn = document.getElementById('summarize-btn');
|
| const resultDiv = document.getElementById('summary-result');
|
|
|
| if (!text) {
|
| this.showError(resultDiv, 'Please enter text to summarize');
|
| return;
|
| }
|
|
|
| btn.disabled = true;
|
| btn.innerHTML = '<span class="loading"></span> Summarizing...';
|
| resultDiv.classList.add('hidden');
|
|
|
| try {
|
| const response = await fetch('/api/ai/summarize', {
|
| method: 'POST',
|
| headers: { 'Content-Type': 'application/json' },
|
| body: JSON.stringify({ text, max_sentences: maxSentences })
|
| });
|
|
|
| const data = await response.json();
|
|
|
| if (!response.ok || !data.ok) {
|
| throw new Error(data.error || 'Summarization failed');
|
| }
|
|
|
| this.displaySummaryResult(resultDiv, data);
|
| } catch (error) {
|
| this.showError(resultDiv, error.message);
|
| } finally {
|
| btn.disabled = false;
|
| btn.innerHTML = 'Summarize';
|
| }
|
| },
|
|
|
| displaySummaryResult(container, data) {
|
| let html = '<div class="result-box">';
|
| html += '<h3 style="margin-bottom: 15px; color: #f1f5f9;">Summary</h3>';
|
|
|
| if (data.summary) {
|
| html += `<div class="summary-text">${this.escapeHtml(data.summary)}</div>`;
|
| }
|
|
|
| if (data.sentences && data.sentences.length > 0) {
|
| html += '<h4 style="margin: 20px 0 10px 0; color: #cbd5e1; font-size: 1.1rem;">Key Sentences</h4>';
|
| html += '<ul class="sentences-list">';
|
| data.sentences.forEach(sentence => {
|
| html += `<li>${this.escapeHtml(sentence)}</li>`;
|
| });
|
| html += '</ul>';
|
| }
|
|
|
| html += '</div>';
|
| container.innerHTML = html;
|
| container.classList.remove('hidden');
|
| },
|
|
|
|
|
| async loadModelStatus() {
|
| const statusDiv = document.getElementById('registry-status');
|
| const tableDiv = document.getElementById('models-table');
|
| const btn = document.getElementById('refresh-status-btn');
|
|
|
| btn.disabled = true;
|
| btn.innerHTML = '<span class="loading"></span> Loading...';
|
|
|
| try {
|
| const [statusRes, listRes] = await Promise.all([
|
| fetch('/api/models/status'),
|
| fetch('/api/models/list')
|
| ]);
|
|
|
| const statusData = await statusRes.json();
|
| const listData = await listRes.json();
|
|
|
| this.displayRegistryStatus(statusDiv, statusData);
|
| this.displayModelsTable(tableDiv, listData);
|
| } catch (error) {
|
| this.showError(statusDiv, 'Failed to load model status: ' + error.message);
|
| } finally {
|
| btn.disabled = false;
|
| btn.innerHTML = 'Refresh';
|
| }
|
| },
|
|
|
| displayRegistryStatus(container, data) {
|
| let html = '<div class="status-grid">';
|
|
|
| html += '<div class="status-item">';
|
| html += '<div class="status-label">HF Mode</div>';
|
| html += `<div class="status-value">${data.hf_mode || 'unknown'}</div>`;
|
| html += '</div>';
|
|
|
| html += '<div class="status-item">';
|
| html += '<div class="status-label">Overall Status</div>';
|
| html += `<div class="status-value">${data.status || 'unknown'}</div>`;
|
| html += '</div>';
|
|
|
| html += '<div class="status-item">';
|
| html += '<div class="status-label">Models Loaded</div>';
|
| html += `<div class="status-value">${data.models_loaded || 0}</div>`;
|
| html += '</div>';
|
|
|
| html += '<div class="status-item">';
|
| html += '<div class="status-label">Models Failed</div>';
|
| html += `<div class="status-value">${data.models_failed || 0}</div>`;
|
| html += '</div>';
|
|
|
| html += '</div>';
|
|
|
| if (data.status === 'disabled' || data.hf_mode === 'off') {
|
| html += '<div class="info-box">';
|
| html += '<strong>Note:</strong> HF models are disabled. To enable them, set HF_MODE=public or HF_MODE=auth in the environment.';
|
| html += '</div>';
|
| } else if (data.models_loaded === 0 && data.status !== 'disabled') {
|
| html += '<div class="warning-box">';
|
| html += '<strong>Warning:</strong> No models could be loaded. Check model IDs or HF credentials.';
|
| html += '</div>';
|
| }
|
|
|
| if (data.error) {
|
| html += '<div class="error-box" style="margin-top: 15px;">';
|
| html += `<strong>Error:</strong> ${this.escapeHtml(data.error)}`;
|
| html += '</div>';
|
| }
|
|
|
| if (data.failed && data.failed.length > 0) {
|
| html += '<div style="margin-top: 20px;">';
|
| html += '<h4 style="color: #cbd5e1; margin-bottom: 10px;">Failed Models</h4>';
|
| html += '<div style="background: rgba(30, 41, 59, 0.6); border-radius: 8px; padding: 15px;">';
|
| data.failed.forEach(([key, error]) => {
|
| html += `<div style="margin-bottom: 8px; padding: 8px; background: rgba(239, 68, 68, 0.1); border-left: 3px solid #ef4444; border-radius: 4px;">`;
|
| html += `<strong style="color: #fca5a5;">${key}:</strong> `;
|
| html += `<span style="color: #cbd5e1;">${this.escapeHtml(error)}</span>`;
|
| html += `</div>`;
|
| });
|
| html += '</div>';
|
| html += '</div>';
|
| }
|
|
|
| container.innerHTML = html;
|
| },
|
|
|
| displayModelsTable(container, data) {
|
| if (!data.models || data.models.length === 0) {
|
| container.innerHTML = '<div class="info-box">No models configured</div>';
|
| return;
|
| }
|
|
|
| let html = '<div class="table-container">';
|
| html += '<table>';
|
| html += '<thead><tr>';
|
| html += '<th>Key</th>';
|
| html += '<th>Task</th>';
|
| html += '<th>Model ID</th>';
|
| html += '<th>Loaded</th>';
|
| html += '<th>Error</th>';
|
| html += '</tr></thead>';
|
| html += '<tbody>';
|
|
|
| data.models.forEach(model => {
|
| html += '<tr>';
|
| html += `<td><strong>${model.key || 'N/A'}</strong></td>`;
|
| html += `<td>${model.task || 'N/A'}</td>`;
|
| html += `<td style="font-family: monospace; font-size: 0.85rem;">${model.model_id || 'N/A'}</td>`;
|
| html += '<td>';
|
| if (model.loaded) {
|
| html += '<span class="badge badge-success">Yes</span>';
|
| } else {
|
| html += '<span class="badge badge-danger">No</span>';
|
| }
|
| html += '</td>';
|
| html += `<td style="color: #f87171; font-size: 0.85rem;">${model.error ? this.escapeHtml(model.error) : '-'}</td>`;
|
| html += '</tr>';
|
| });
|
|
|
| html += '</tbody>';
|
| html += '</table>';
|
| html += '</div>';
|
|
|
| container.innerHTML = html;
|
| },
|
|
|
|
|
| showError(container, message) {
|
| container.innerHTML = `<div class="error-box"><strong>Error:</strong> ${this.escapeHtml(message)}</div>`;
|
| container.classList.remove('hidden');
|
| },
|
|
|
| escapeHtml(text) {
|
| const div = document.createElement('div');
|
| div.textContent = text;
|
| return div.innerHTML;
|
| },
|
|
|
|
|
| init() {
|
| document.getElementById('analyze-sentiment-btn').addEventListener('click', () => this.analyzeSentiment());
|
| document.getElementById('summarize-btn').addEventListener('click', () => this.summarizeText());
|
| document.getElementById('refresh-status-btn').addEventListener('click', () => this.loadModelStatus());
|
|
|
| this.loadModelStatus();
|
| }
|
| };
|
|
|
| if (document.readyState === 'loading') {
|
| document.addEventListener('DOMContentLoaded', () => AITools.init());
|
| } else {
|
| AITools.init();
|
| }
|
| })();
|
| </script>
|
| </body>
|
| </html> |
