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338 lines
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HTML
338 lines
12 KiB
HTML
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<meta charset="UTF-8">
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<title>Semantica - Detailed Roadmap</title>
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.milestone { background-color: #e8f5e9; padding: 10px; margin: 10px 0; border-left: 4px solid #4caf50; }
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<h1>Semantica Framework - Detailed 12-Month Roadmap</h1>
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<h2>Project Timeline Overview</h2>
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<p><strong>Project Duration:</strong> 12 months (January 2025 - December 2025)</p>
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<p><strong>Grant Period:</strong> 6 months (focused development)</p>
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<p><strong>Post-Grant Period:</strong> 6 months (community-driven development)</p>
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<h2>Quarterly Milestones</h2>
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<h3>Q1 2025 (Months 1-3): Foundation & Streaming</h3>
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<div class="milestone">
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<strong>Milestone 1.1:</strong> Real-time streaming architecture implementation
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</div>
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<div class="milestone">
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<strong>Milestone 1.2:</strong> Enhanced multi-language support (5+ languages)
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</div>
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<div class="milestone">
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<strong>Milestone 1.3:</strong> Contributor onboarding and team expansion
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</div>
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<h3>Q2 2025 (Months 4-6): Multi-Modal & Performance</h3>
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<div class="milestone">
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<strong>Milestone 2.1:</strong> Multi-modal processing foundation (text, images, audio)
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</div>
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<div class="milestone">
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<strong>Milestone 2.2:</strong> Scalability improvements (distributed processing)
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</div>
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<div class="milestone">
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<strong>Milestone 2.3:</strong> Automated quality assurance framework
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</div>
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<h3>Q3 2025 (Months 7-9): Integration & Optimization</h3>
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<div class="milestone">
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<strong>Milestone 3.1:</strong> Production hardening and performance optimization
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</div>
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<div class="milestone">
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<strong>Milestone 3.2:</strong> Comprehensive testing and quality assurance
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</div>
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<div class="milestone">
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<strong>Milestone 3.3:</strong> Documentation completion and tutorials
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</div>
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<h3>Q4 2025 (Months 10-12): Community & Expansion</h3>
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<div class="milestone">
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<strong>Milestone 4.1:</strong> Community engagement and adoption
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</div>
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<div class="milestone">
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<strong>Milestone 4.2:</strong> Advanced features (federated graphs, probabilistic reasoning)
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</div>
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<div class="milestone">
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<strong>Milestone 4.3:</strong> Version 1.5 release preparation
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</div>
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<h2>Month-by-Month Deliverables</h2>
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<table>
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<tr>
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<th>Month</th>
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<th>Focus Area</th>
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<th>Key Deliverables</th>
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<th>Success Criteria</th>
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</tr>
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<tr>
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<td><strong>Month 1</strong></td>
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<td>Streaming Architecture</td>
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<td>
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<ul>
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<li>Stream processing framework design</li>
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<li>Kafka/RabbitMQ integration</li>
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<li>Event-driven architecture prototype</li>
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</ul>
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</td>
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<td>Process 10K events/second with <100ms latency</td>
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</tr>
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<tr>
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<td><strong>Month 2</strong></td>
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<td>Multi-Language Support</td>
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<td>
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<ul>
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<li>Multilingual NER models integration</li>
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<li>Cross-lingual entity resolution</li>
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<li>Language detection and routing</li>
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</ul>
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</td>
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<td>Support 5+ languages with 85%+ accuracy</td>
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</tr>
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<tr>
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<td><strong>Month 3</strong></td>
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<td>Contributor Onboarding</td>
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<td>
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<ul>
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<li>Contributor documentation</li>
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<li>Onboarding process setup</li>
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<li>Initial contributor assignments</li>
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</ul>
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</td>
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<td>2-3 contributors actively contributing</td>
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</tr>
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<tr>
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<td><strong>Month 4</strong></td>
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<td>Multi-Modal Foundation</td>
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<td>
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<ul>
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<li>CLIP/BLIP integration</li>
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<li>Image-text alignment</li>
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<li>Unified embedding space</li>
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</ul>
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</td>
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<td>Extract semantics from images with 80%+ accuracy</td>
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</tr>
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<tr>
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<td><strong>Month 5</strong></td>
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<td>Scalability Improvements</td>
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<td>
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<ul>
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<li>Distributed processing (Dask/Ray)</li>
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<li>Graph sharding strategies</li>
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<li>Parallel entity resolution</li>
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</ul>
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</td>
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<td>Process 1M documents in <24 hours</td>
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</tr>
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<tr>
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<td><strong>Month 6</strong></td>
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<td>Automated QA</td>
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<td>
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<ul>
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<li>Self-supervised quality metrics</li>
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<li>Automated conflict resolution</li>
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<li>Adaptive threshold tuning</li>
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</ul>
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</td>
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<td>90%+ quality scores without manual tuning</td>
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</tr>
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<tr>
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<td><strong>Month 7</strong></td>
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<td>Integration & Testing</td>
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<td>
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<ul>
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<li>End-to-end integration testing</li>
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<li>Performance benchmarking</li>
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<li>Bug fixes and optimization</li>
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</ul>
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</td>
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<td>All integration tests passing, performance targets met</td>
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</tr>
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<tr>
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<td><strong>Month 8</strong></td>
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<td>Production Hardening</td>
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<td>
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<ul>
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<li>Error handling improvements</li>
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<li>Monitoring and logging</li>
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<li>Security enhancements</li>
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</ul>
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</td>
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<td>Production-ready deployment guide</td>
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</tr>
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<tr>
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<td><strong>Month 9</strong></td>
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<td>Documentation</td>
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<td>
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<ul>
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<li>API documentation completion</li>
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<li>Tutorial series (10+ tutorials)</li>
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<li>Best practices guide</li>
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</ul>
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</td>
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<td>Complete documentation suite published</td>
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</tr>
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<tr>
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<td><strong>Month 10</strong></td>
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<td>Community Engagement</td>
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<td>
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<ul>
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<li>Conference presentations</li>
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<li>Blog posts and articles</li>
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<li>Community events</li>
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</ul>
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</td>
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<td>3+ conference presentations, 5+ blog posts</td>
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</tr>
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<tr>
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<td><strong>Month 11</strong></td>
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<td>Advanced Features</td>
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<td>
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<ul>
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<li>Federated knowledge graphs</li>
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<li>Probabilistic reasoning</li>
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<li>Advanced analytics</li>
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</ul>
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</td>
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<td>Prototype implementations completed</td>
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</tr>
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<tr>
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<td><strong>Month 12</strong></td>
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<td>Release Preparation</td>
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<td>
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<ul>
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<li>Version 1.5 release</li>
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<li>Migration guides</li>
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<li>Community feedback integration</li>
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</ul>
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</td>
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<td>Version 1.5 released with full changelog</td>
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</tr>
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</table>
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<h2>Task Dependencies</h2>
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<pre>
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Streaming Architecture (M1)
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↓
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Multi-Language Support (M2) ──→ Contributor Onboarding (M3)
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↓ ↓
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Multi-Modal Foundation (M4) ──→ Scalability (M5) ──→ Automated QA (M6)
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↓ ↓ ↓
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Integration & Testing (M7) ──→ Production Hardening (M8) ──→ Documentation (M9)
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↓ ↓ ↓
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Community Engagement (M10) ──→ Advanced Features (M11) ──→ Release (M12)
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</pre>
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<h2>Risk Mitigation Strategies</h2>
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<div class="risk">
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<strong>Risk 1:</strong> Technical complexity of streaming architecture<br>
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<strong>Mitigation:</strong> Prototype early (Month 1), use proven technologies (Kafka), incremental implementation
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</div>
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<div class="risk">
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<strong>Risk 2:</strong> Contributor onboarding delays<br>
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<strong>Mitigation:</strong> Start onboarding early (Month 3), provide clear documentation, mentorship program
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</div>
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<div class="risk">
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<strong>Risk 3:</strong> Performance targets not met<br>
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<strong>Mitigation:</strong> Continuous benchmarking, iterative optimization, scalable architecture from start
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</div>
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<div class="risk">
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<strong>Risk 4:</strong> Multi-modal integration challenges<br>
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<strong>Mitigation:</strong> Use established models (CLIP, BLIP), phased approach, extensive testing
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</div>
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<h2>Success Criteria by Phase</h2>
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<h3>Phase 1 (Months 1-3): Foundation</h3>
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<ul>
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<li>Real-time streaming processing 10K events/second</li>
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<li>Multi-language support for 5+ languages</li>
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<li>2-3 active contributors onboarded</li>
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</ul>
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<h3>Phase 2 (Months 4-6): Core Features</h3>
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<ul>
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<li>Multi-modal extraction from images with 80%+ accuracy</li>
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<li>Process 1M documents in under 24 hours</li>
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<li>Automated QA achieving 90%+ quality scores</li>
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</ul>
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<h3>Phase 3 (Months 7-9): Production Ready</h3>
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<ul>
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<li>All integration tests passing</li>
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<li>Production deployment guide completed</li>
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<li>Complete documentation suite published</li>
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</ul>
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<h3>Phase 4 (Months 10-12): Community & Growth</h3>
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<ul>
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<li>3+ conference presentations delivered</li>
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<li>5+ blog posts published</li>
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<li>Version 1.5 released with community feedback</li>
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</ul>
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<h2>Community Engagement Milestones</h2>
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<table>
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<tr>
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<th>Timeline</th>
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<th>Activity</th>
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<th>Target</th>
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</tr>
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<tr>
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<td>Month 3</td>
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<td>Contributor onboarding</td>
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<td>2-3 active contributors</td>
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</tr>
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<tr>
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<td>Month 6</td>
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<td>First community showcase</td>
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<td>Blog post + demo</td>
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</tr>
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<tr>
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<td>Month 9</td>
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<td>Documentation release</td>
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<td>Complete docs published</td>
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</tr>
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<tr>
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<td>Month 10</td>
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<td>Conference presentations</td>
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<td>3+ events</td>
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</tr>
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<tr>
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<td>Month 12</td>
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<td>Version 1.5 release</td>
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<td>Public release announcement</td>
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</tr>
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</table>
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<hr>
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<p><em>Document Version: 1.0 | Last Updated: 2025 | Semantica Framework Roadmap</em></p>
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</body>
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</html>
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