- Rename docs/README.md to docs/DOCS_README.md to avoid conflict with index.md
- Resolves WARNING about README.md conflicting with index.md in strict mode
- This allows CI build to pass with --strict flag
- Change reference/ directory links to reference/core.md
- Change all ../LICENSE links to GitHub URLs
- Change ../README.md link to GitHub URL
- Resolve all 'unrecognized relative link' INFO messages
- Update cookbook.md anchor references from #introduction to #core-tutorials
- Update cookbook.md anchor references from #use-cases to #industry-use-cases
- 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 PyPI installation instructions to all 72 cookbook notebooks
- Update module lists to include all 8 ingestion modules (FileIngestor, WebIngestor, FeedIngestor, StreamIngestor, DBIngestor, RepoIngestor, EmailIngestor, MCPIngestor)
- Reorder sections: Overview before Installation in all notebooks
- Remove duplicate content from introduction notebooks
- Update docs/cookbook.md with PyPI installation section and enhanced module descriptions
- Remove email addresses from support, security, contributing, and community docs
- Replace email contacts with GitHub Issues and Security Advisories
- Add discussion templates for Q&A, Ideas, Showcase, and General discussions
- Update SUPPORT.md with Discussions section
- Add 7 new module sections (Split, Triple Store, Deduplication, Conflicts, KG QA, Context, Seed)
- Organize modules into 6 logical layers
- Add key features and components in bullet points for all modules
- Add quick reference table with all 20 modules
- Add 4 integration pattern examples
- Include algorithms/strategies tables where applicable
- Restructured guides with grid cards and better formatting
- Expanded cookbook to include all 39 use case notebooks
- Streamlined all resource files to be concise
- Removed time estimates throughout documentation
- Fixed broken GitHub links
- Updated version to 0.0.5 and year to 2025
- Improved architecture documentation with Mermaid diagrams
- Enhanced FAQ with plain Q&A format
- Made all documentation consistent and professional
- Restructured modules.md with logical layers and removed unused charts
- Enhanced concepts.md with grid cards and improved diagrams
- Improved use-cases.md with grid cards and removed decision tree
- Streamlined examples.md with Example Gallery
- Enhanced learning-more.md with structured learning paths
- Expanded cookbook.md to include all 39 use case notebooks
- Improved community-projects.md with grid cards
- Enhanced faq.md with grid card organization
- Removed time estimates throughout all documentation
- Added consistent grid card formatting across all guides
- Standardize table formatting with proper column alignment
- Improve spacing and section separation for better readability
- Consistent formatting for metadata (Difficulty, Time, Prerequisites)
- Better list formatting and code block presentation
- Enhanced table readability across concepts, modules, and use-cases pages
- 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
- Enhanced home page with better problem statements and value propositions
- Fixed badge rendering in hero section
- Improved flowchart visibility with larger fonts and clearer arrows
- Added interactive Mermaid diagrams for Data-to-AI Gap and Semantica Solution
- Enhanced modules.md with class diagrams and code annotations
- Improved concepts.md with deep dive flowcharts and progressive disclosure
- Added architecture diagrams to use-cases.md for Finance and Cybersecurity
- Expanded 'Built For' section to include Data Engineers, Ontologists, and ML Engineers
- Unified color scheme across all flowcharts for consistent visual design
- Update mkdocs.yml navigation to use new cookbook index
- Create comprehensive docs/cookbook.md index
- Refactor Welcome_to_Semantica.ipynb to use Markdown cells
- Enhance markdown formatting in Your_First_Knowledge_Graph.ipynb and Financial_Data_Integration.ipynb
- Update custom.css and version-selector.js for better styling
- Populate modules.md, concepts.md, and getting-started.md with detailed content
- Add side scrollbars to both left and right sidebars
- Implement gap-free dense layout with wider content area
- Narrow sidebars (12rem left, 14rem right) for more content space
- Add Pydantic-style callout boxes (Note, Tip, Warning, Danger)
- Enhance CSS with three-column layout similar to Pydantic
- Add example callout boxes to key documentation pages
- Position theme toggle button before search with proper spacing
- Reduce spacing for denser, more compact content layout
- Maintain Semantica's green-brown color scheme
- Add side scrollbars to both left and right sidebars
- Implement gap-free layout with full-width content
- Add Pydantic-style callout boxes (Note, Tip, Warning, Danger)
- Enhance CSS with three-column layout similar to Pydantic
- Add example callout boxes to key documentation pages
- Maintain Semantica's green-brown color scheme
- Reorganize navigation structure (left sidebar: Home, Quickstart, Installation, Cookbook Recipes, Learning More, Deep Dive, API References)
- Add TOC sections on homepage (Features, How to Read this Documentation, Resources)
- Create new pages: learning-more.md, deep-dive.md, community-projects.md, citation.md, license.md
- Add Mermaid diagrams for architecture, workflows, and concepts
- Enhance all documentation pages with better code examples and explanations
- Add custom CSS for modern aesthetic (docs/css/custom.css)
- Update mkdocs.yml with Material theme, Mermaid support, and enhanced features
- Improve user-friendly navigation and clear visual hierarchy
- Add diagrams and charts throughout documentation
KaifAhmad1