- Remove ConflictDetector and Deduplicator from semantica.kg module
- Update all imports to use dedicated semantica.conflicts and semantica.deduplication modules
- Update all cookbook notebooks to use class-based API instead of convenience functions
- Fix calculate_centrality calls to use specific methods (calculate_degree_centrality, calculate_betweenness_centrality)
- Update detect_communities and analyze_connectivity calls to pass graph parameter
- Update documentation (kg_usage.md, docs/reference/kg.md) to reflect changes
- Remove conflict and deduplicate task types from method registry
- Removed deprecated 'build' convenience function from semantica/ingest/__init__.py to resolve conflicts and promote class-based usage.
- Updated 'docs/reference/ingest.md' to include missing main classes: FeedIngestor, EmailIngestor, DBIngestor, and MCPIngestor.
- Added 'Stream Monitoring' usage example to 'semantica/ingest/ingest_usage.md'.
- Completely rewrote 'cookbook/introduction/02_Data_Ingestion.ipynb' to provide a comprehensive, runnable guide covering all ingestion submodules and helper classes.
- Enhanced Graph Store notebook with comprehensive examples and clean formatting
- Fixed GraphStore API usage across all documentation files
- Updated examples to use keyword arguments (labels, properties, start_node_id, end_node_id, rel_type)
- Removed emojis and links from notebook for cleaner markdown
- Made summary section more concise
- Ensured consistency across cookbook notebooks, docs, and module code
- Enhanced introduction/15_Export.ipynb with complete module architecture documentation
- Enhanced advanced/05_Multi_Format_Export.ipynb with all export formats and classes
- Removed HTMLExporter references from intelligence notebooks (class doesn't exist)
- Fixed OWLExporter usage in healthcare notebook (removed invalid export_knowledge_graph call)
- Updated all notebooks to use only class imports, no convenience functions
- Added comprehensive documentation for all exporter classes and methods
- Improved markdown structure and learning objectives in both notebooks
- Fix anchor links in cookbook.md (#core-tutorials, #industry-use-cases)
- Convert all notebook links to GitHub URLs for proper resolution
- Fix intelligence notebook filenames
- Update all use case notebook links to use absolute GitHub paths
- Resolve all WARNING level issues in MkDocs strict build
- Update all notebooks to use generate_embeddings() instead of generate()
- Update docs/reference/embeddings.md to remove references to removed components
- All notebooks now use data_type='text' parameter for embedding generation
- Updated 11 notebooks across introduction, use_cases, and advanced directories
- Restructured 18_Deduplication.ipynb with comprehensive module overview
- Added detailed explanations of module capabilities and architecture
- Improved markdown formatting and removed emojis
- Reorganized content to focus on module capabilities rather than individual classes
- Added clear examples for all major features
- Updated documentation for consistency across all files
Resolved merge conflicts by:
- Removing statistics functionality from ConflictResolver and ConflictAnalyzer
- Removing detect_and_resolve convenience function
- Updating all documentation and examples
- Adding by_source analysis capability
- Updating method signatures to match new API
- Add MCP Server Ingestion to overview section in ingest.md
- Add comprehensive MCPIngestor section with examples
- Emphasize users can bring their own Python/FastMCP MCP servers
- Add MCPIngestor to components list in modules.md
- Include URL-based connection examples
- Add resource and tool-based ingestion examples
- Include multiple server and authentication examples
- Add use cases and best practices
- Added grid‑card layouts, icons, and admonitions to all reference pages
- Removed all mkdocstrings ::: directives that caused alias‑resolution errors
- Fixed export module alias issue (RDFExporter) by cleaning the docs
- Updated README‑style sections for better readability
- Added a PowerShell helper script (remove_mkdocstrings.ps1) for future clean‑ups
KaifAhmad1