- Add template_manager to enforce fixed templates and prevent AI invention
- Add seed_manager to initialize KG with existing known data
- Add semantic_deduplicator to merge semantically similar entities
- Add conflict_detector to flag source disagreements
- Add provenance_tracker for full source transparency
- Update roadmap with Q5-Q6 milestones for KG quality features
- Include new API examples and design principles
- Address LinkedIn post challenges: fixed templates, seed data, deduplication, conflict detection
- Add detailed requirements document with 10 major requirements covering universal data processing, semantic intelligence, knowledge graphs, vector embeddings, real-time streaming, multi-language support, enterprise scalability, APIs, quality assurance, and security compliance
- Add comprehensive design document with modular microservices architecture, component interfaces, data models, error handling, testing strategy, and security design
- Add detailed implementation plan with 15 major tasks and 31 sub-tasks covering complete development roadmap from foundation to production deployment
- Specification aims to build open source semantic layer platform that surpasses Diffbot capabilities while remaining completely free
- Add complete Sphinx documentation structure
- Include API reference, tutorials, and examples
- Add GitHub Actions workflow for auto-deployment
- Include custom CSS and JavaScript for enhanced UI
- Add Makefile with build commands
- Include requirements for documentation dependencies
- Add quick start tutorial and getting started guide
- Configure Read the Docs theme with custom styling
- Add spell checking, link checking, and quality tools
- Set up automatic deployment to GitHub Pages
Documentation includes:
- Getting started guide with installation and basic usage
- Comprehensive examples for all major features
- Complete API reference with type hints
- Tutorials for different use cases
- Custom styling with SemantiCore branding
- Mobile-responsive design
- Dark mode support
- Performance optimization guides
Mohd Kaif