mirror of
https://github.com/semantica-agi/semantica.git
synced 2026-09-03 04:00:18 +00:00
KaifAhmad1
40caedeb52
- Remove all performance metrics, accuracy percentages, and F1 scores - Replace specific numbers with descriptive language - Enhance visual diagrams with modern CSS styling - Update comprehensive features overview with clearer visualizations - Improve use cases with better workflow diagrams - Update architecture diagrams with enhanced visuals - Add visual workflow diagram document
377 lines
14 KiB
HTML
377 lines
14 KiB
HTML
<!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>Semantica - Visual Workflow Diagram</title>
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<style>
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body {
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font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
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line-height: 1.6;
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max-width: 1600px;
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margin: 0 auto;
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padding: 20px;
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background-color: #f5f5f5;
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}
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h1 {
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color: #2c3e50;
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border-bottom: 4px solid #3498db;
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padding-bottom: 15px;
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text-align: center;
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font-size: 2.5em;
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}
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h2 {
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color: #34495e;
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margin-top: 40px;
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border-bottom: 3px solid #3498db;
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padding-bottom: 10px;
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}
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.workflow-container {
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background: white;
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padding: 40px;
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border-radius: 12px;
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margin: 30px 0;
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box-shadow: 0 4px 20px rgba(0,0,0,0.1);
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}
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.workflow-row {
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display: flex;
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justify-content: space-around;
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align-items: center;
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margin: 30px 0;
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flex-wrap: wrap;
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gap: 20px;
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}
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.workflow-box {
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background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
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color: white;
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padding: 25px 35px;
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border-radius: 10px;
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text-align: center;
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min-width: 200px;
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box-shadow: 0 4px 15px rgba(0,0,0,0.2);
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transition: transform 0.3s;
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}
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.workflow-box:hover {
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transform: translateY(-5px);
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box-shadow: 0 6px 20px rgba(0,0,0,0.3);
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}
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.workflow-box h3 {
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margin: 0 0 10px 0;
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font-size: 1.1em;
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}
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.workflow-box p {
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margin: 5px 0;
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font-size: 0.9em;
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opacity: 0.9;
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}
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.arrow-right {
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font-size: 2.5em;
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color: #3498db;
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font-weight: bold;
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}
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.arrow-down {
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font-size: 2.5em;
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color: #3498db;
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font-weight: bold;
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text-align: center;
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margin: 10px 0;
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}
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.feature-list {
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display: grid;
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grid-template-columns: repeat(auto-fit, minmax(250px, 1fr));
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gap: 15px;
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margin: 20px 0;
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}
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.feature-item {
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background: #e8f4f8;
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border-left: 4px solid #3498db;
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padding: 15px;
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border-radius: 6px;
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}
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.feature-item strong {
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color: #2c3e50;
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}
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.comparison-table {
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width: 100%;
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border-collapse: collapse;
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margin: 20px 0;
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background: white;
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box-shadow: 0 2px 10px rgba(0,0,0,0.1);
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}
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.comparison-table th {
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background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
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color: white;
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padding: 15px;
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text-align: left;
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}
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.comparison-table td {
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padding: 12px 15px;
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border-bottom: 1px solid #ddd;
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}
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.comparison-table tr:hover {
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background-color: #f5f5f5;
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}
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.highlight {
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background: #fff3cd;
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padding: 3px 8px;
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border-radius: 4px;
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font-weight: bold;
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}
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.success {
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background: #d4edda;
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padding: 3px 8px;
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border-radius: 4px;
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font-weight: bold;
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color: #155724;
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}
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</style>
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</head>
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<body>
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<h1>🔄 Semantica Framework - Complete Visual Workflow</h1>
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<h2>End-to-End Processing Workflow</h2>
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<div class="workflow-container">
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<div class="workflow-row">
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<div class="workflow-box" style="background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);">
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<h3>📥 INGESTION</h3>
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<p>Extensive Formats</p>
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<p>Files • Web • Feeds</p>
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<p>Databases • Streams</p>
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</div>
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<div class="arrow-right">→</div>
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<div class="workflow-box" style="background: linear-gradient(135deg, #f093fb 0%, #f5576c 100%);">
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<h3>📄 PARSING</h3>
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<p>Extract Content</p>
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<p>Structure Detection</p>
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<p>Metadata Extraction</p>
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</div>
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<div class="arrow-right">→</div>
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<div class="workflow-box" style="background: linear-gradient(135deg, #4facfe 0%, #00f2fe 100%);">
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<h3>🧹 NORMALIZATION</h3>
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<p>Text Cleaning</p>
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<p>Format Standardization</p>
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<p>Encoding Handling</p>
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</div>
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</div>
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<div class="arrow-down">↓</div>
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<div class="workflow-row">
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<div class="workflow-box" style="background: linear-gradient(135deg, #fa709a 0%, #fee140 100%);">
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<h3>✂️ CHUNKING</h3>
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<p>Semantic Splitting</p>
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<p>Structure-Aware</p>
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<p>Table Handling</p>
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</div>
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<div class="arrow-right">→</div>
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<div class="workflow-box" style="background: linear-gradient(135deg, #30cfd0 0%, #330867 100%);">
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<h3>🔢 EMBEDDINGS</h3>
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<p>Vector Generation</p>
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<p>Multi-Modal</p>
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<p>Context-Aware</p>
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</div>
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<div class="arrow-right">→</div>
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<div class="workflow-box" style="background: linear-gradient(135deg, #a8edea 0%, #fed6e3 100%); color: #2c3e50;">
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<h3>🧠 EXTRACTION</h3>
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<p>Entities • Relations</p>
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<p>Events • Triples</p>
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<p>Coreference</p>
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</div>
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</div>
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<div class="arrow-down">↓</div>
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<div class="workflow-row">
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<div class="workflow-box" style="background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);">
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<h3>🕸️ GRAPH BUILDING</h3>
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<p>Entity Resolution</p>
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<p>Conflict Detection</p>
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<p>Deduplication</p>
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</div>
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<div class="arrow-right">→</div>
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<div class="workflow-box" style="background: linear-gradient(135deg, #f093fb 0%, #f5576c 100%);">
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<h3>📚 ONTOLOGY</h3>
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<p>Multi-Stage Pipeline</p>
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<p>W3C OWL</p>
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<p>Symbolic Validation</p>
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</div>
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<div class="arrow-right">→</div>
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<div class="workflow-box" style="background: linear-gradient(135deg, #4facfe 0%, #00f2fe 100%);">
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<h3>✅ QUALITY ASSURANCE</h3>
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<p>Schema Enforcement</p>
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<p>Quality Scoring</p>
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<p>Provenance Tracking</p>
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</div>
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</div>
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<div class="arrow-down">↓</div>
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<div class="workflow-row">
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<div class="workflow-box" style="background: linear-gradient(135deg, #fa709a 0%, #fee140 100%); font-size: 1.2em;">
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<h3>🚀 APPLICATION LAYER</h3>
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<p>GraphRAG • AI Agents</p>
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<p>Multi-Agent • Analytics</p>
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</div>
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</div>
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</div>
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<h2>Feature Capabilities Matrix</h2>
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<table class="comparison-table">
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<tr>
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<th>Feature Category</th>
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<th>Capabilities</th>
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<th>Output</th>
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</tr>
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<tr>
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<td><strong>Data Ingestion</strong></td>
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<td>
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<span class="success">✓</span> Extensive file formats<br/>
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<span class="success">✓</span> Web scraping & feeds<br/>
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<span class="success">✓</span> Database connectors<br/>
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<span class="success">✓</span> Real-time streaming<br/>
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<span class="success">✓</span> Email processing<br/>
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<span class="success">✓</span> Archive extraction
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</td>
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<td>Structured source objects with metadata</td>
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</tr>
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<tr>
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<td><strong>Semantic Extraction</strong></td>
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<td>
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<span class="success">✓</span> Named Entity Recognition<br/>
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<span class="success">✓</span> Relationship Extraction<br/>
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<span class="success">✓</span> Event Detection<br/>
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<span class="success">✓</span> Triple Extraction (RDF)<br/>
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<span class="success">✓</span> Coreference Resolution<br/>
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<span class="success">✓</span> LLM Enhancement
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</td>
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<td>Entities, relationships, events, triples</td>
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</tr>
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<tr>
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<td><strong>Knowledge Graph</strong></td>
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<td>
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<span class="success">✓</span> Automatic construction<br/>
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<span class="success">✓</span> Entity resolution<br/>
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<span class="success">✓</span> Temporal support<br/>
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<span class="success">✓</span> Graph analytics<br/>
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<span class="success">✓</span> Version management<br/>
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<span class="success">✓</span> Multi-source integration
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</td>
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<td>Production-ready knowledge graphs</td>
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</tr>
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<tr>
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<td><strong>Ontology Generation</strong></td>
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<td>
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<span class="success">✓</span> Multi-stage LLM pipeline<br/>
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<span class="success">✓</span> Automatic class inference<br/>
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<span class="success">✓</span> Property generation<br/>
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<span class="success">✓</span> W3C OWL compliance<br/>
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<span class="success">✓</span> Symbolic validation<br/>
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<span class="highlight">High Quality</span>
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</td>
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<td>W3C-compliant OWL ontologies</td>
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</tr>
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<tr>
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<td><strong>GraphRAG</strong></td>
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<td>
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<span class="success">✓</span> Hybrid retrieval<br/>
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<span class="success">✓</span> Graph expansion<br/>
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<span class="success">✓</span> Context building<br/>
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<span class="success">✓</span> Reranking<br/>
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<span class="success">✓</span> Citation support<br/>
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<span class="highlight">Enhanced accuracy</span>
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</td>
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<td>Enhanced RAG with graph context</td>
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</tr>
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<tr>
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<td><strong>Quality Assurance</strong></td>
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<td>
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<span class="success">✓</span> Conflict detection<br/>
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<span class="success">✓</span> Conflict resolution<br/>
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<span class="success">✓</span> Duplicate detection<br/>
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<span class="success">✓</span> Entity merging<br/>
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<span class="success">✓</span> Schema enforcement<br/>
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<span class="success">✓</span> Quality scoring
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</td>
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<td>Validated, high-quality knowledge</td>
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</tr>
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<tr>
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<td><strong>AI Applications</strong></td>
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<td>
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<span class="success">✓</span> Context engineering<br/>
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<span class="success">✓</span> Agent memory<br/>
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<span class="success">✓</span> Multi-agent coordination<br/>
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<span class="success">✓</span> Reasoning & inference<br/>
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<span class="success">✓</span> Tool registry
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</td>
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<td>Context-aware AI systems</td>
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</tr>
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</table>
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<h2>Key Processing Features</h2>
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<div class="feature-list">
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<div class="feature-item">
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<strong>📊 Universal Ingestion</strong><br/>
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Process extensive formats from files, web, databases, streams, emails, and archives
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</div>
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<div class="feature-item">
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<strong>🧠 Semantic Intelligence</strong><br/>
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Extract entities, relationships, events with multiple NER models and strategies
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</div>
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<div class="feature-item">
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<strong>🕸️ Knowledge Graphs</strong><br/>
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Build production-ready graphs with entity resolution and conflict handling
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</div>
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<div class="feature-item">
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<strong>📚 Ontology Generation</strong><br/>
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Automatic multi-stage pipeline generating W3C-compliant OWL ontologies
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</div>
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<div class="feature-item">
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<strong>🔗 GraphRAG Engine</strong><br/>
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Hybrid retrieval combining vector search with graph traversal
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</div>
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<div class="feature-item">
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<strong>🤖 AI Agent Support</strong><br/>
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Context engineering, persistent memory, and graph-based reasoning
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</div>
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<div class="feature-item">
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<strong>🔧 Quality Assurance</strong><br/>
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Conflict detection, deduplication, schema enforcement, quality scoring
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</div>
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<div class="feature-item">
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<strong>📤 Export & Integration</strong><br/>
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RDF, JSON-LD, Neo4j, vector stores, triple stores, standard formats
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</div>
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</div>
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<h2>Performance Capabilities</h2>
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<div class="workflow-row">
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<div class="workflow-box" style="background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);">
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<h3>High Throughput</h3>
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<p>Document Processing</p>
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</div>
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<div class="workflow-box" style="background: linear-gradient(135deg, #f093fb 0%, #f5576c 100%);">
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<h3>Efficient</h3>
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<p>Entity Extraction</p>
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</div>
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<div class="workflow-box" style="background: linear-gradient(135deg, #4facfe 0%, #00f2fe 100%);">
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<h3>Rapid</h3>
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<p>Triple Generation</p>
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</div>
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<div class="workflow-box" style="background: linear-gradient(135deg, #fa709a 0%, #fee140 100%);">
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<h3>High Accuracy</h3>
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<p>GraphRAG</p>
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</div>
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<div class="workflow-box" style="background: linear-gradient(135deg, #30cfd0 0%, #330867 100%);">
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<h3>Excellent</h3>
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<p>Ontology Quality</p>
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</div>
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</div>
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<hr>
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<p style="text-align: center; color: #666; margin-top: 40px;">
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<em>Document Version: 2.0 | Semantica Framework Visual Workflow | Last Updated: 2025</em>
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</p>
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</body>
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</html>
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