- Fix What's new → link in Info banner (now a proper <a> tag, always clickable)
- Replace 4-stat CardGroup on index with inline premium stats row
- Convert every <CardGroup>/<Card> block site-wide to markdown bullet lists:
content sections → bold-title bullets with sub-bullets, nav cards → [Title](href) — description
- Add cursor-animated list item hover effects to custom.css:
green inset left border, subtle background tint, marker color change on hover
- Affects index, getting-started, quickstart, concepts, modules, faq, architecture,
installation, cookbook, glossary, learning-more, explorer-setup, cli-setup,
community, contributing-guide, governance, citation, project-license,
all integrations pages, and all 20+ reference module pages
* fix: replace invalid Mintlify theme 'venus' with 'mint'
* docs: replace em dashes with colons across all docs files
* fix: strip UTF-8 BOM from all docs files (broke frontmatter detection)
- llms.md: use showcase models (llama-3.3-70b-versatile, gpt-4o) in
provider examples and use-case tables; clarify defaults vs recommended
in Defaults and Reproducibility section
- split.md: document that chunk_size is in characters with migration note
- ingest.md: add Note that glob patterns are not supported by ingest()
- explorer-setup.md: remove hardcoded "1.5 seconds" timing claim
- cli-setup.md: expand semantica-worker description with concrete usage
- mcp_server.md: clarify turtle/ttl are aliases for the same RDF format
- semantic_extract.md: remove emoji from code comments
- llms.md: replace non-exported Anthropic/Ollama imports with LiteLLM provider-prefix pattern; replace ReasoningEngine with Reasoner; replace create_provider with LiteLLM in YAML config example and tip
- concepts.md: replace ReasoningEngine with Reasoner/ReteEngine/GraphReasoner; fix DatalogReasoner.reason() to evaluate()/query(); replace TemporalKnowledgeGraph with TemporalGraphQuery; replace DistanceCalculator with SimilarityCalculator; replace EntityDeduplicator with DuplicateDetector/EntityMerger
- kg.md: replace non-exported build_knowledge_graph with method_registry.execute()
- semantic_extract.md: replace Anthropic import with LiteLLM
- index.md: replace Anthropic/Ollama imports with LiteLLM
- modules.md: fix TemporalKnowledgeGraph, DistanceCalculator, OntologyManager, ReasoningEngine, DatalogEngine, start_explorer, create_provider across code examples and module index table
- triplet_store.md: replace non-exported NamespacePrefixManager with semantica.ontology.NamespaceManager
Replace plain markdown in every docs/reference/ file and docs/concepts.md with
rich Mintlify JSX components — CardGroup, Steps, Tabs, AccordionGroup, Tip,
Warning, Note, and CodeGroup — for a consistent, navigable, production-grade
developer experience.
Diagrams (docs/assets/img/diagrams/):
- architecture-overview.svg: 4-column layered architecture
- pipeline-flow.svg: 8-step numbered pipeline flow
- kg-structure.svg: entity/relation graph with typed nodes and labeled edges
- graphrag-flow.svg: dual-path retrieval (vector + graph) to LLM to grounded answer
- extraction-pipeline.svg: NER/Relation/Coreference fan-out to Triplet Generator
- agent-context-flow.svg: AgentContext hub with VectorStore and ContextGraph
- reasoning-chain.svg: forward-chaining inference with explanation path
Wordmark logo (light + dark SVG variants):
- Green rounded-square S icon + Semantica text in green
- docs.json updated to use wordmark SVGs for light and dark modes
Pages updated with diagrams:
- index.md, architecture.md, quickstart.md, concepts.md
- reference/kg.md, reference/pipeline.md, reference/semantic_extract.md
- reference/context.md, reference/reasoning.md
- Implemented 'Bring Your Own Model' (BYOM) support for NER, Relation, and Triplet extraction
- Added NER aggregation strategies (simple, max, average)
- Implemented Relation Extraction via Sequence Classification with entity markers
- Enhanced Triplet Extraction with REBEL post-processing and lazy loading
- Updated all extractors to prioritize runtime options over config defaults
- Added extensive tests and examples (huggingface_demo.py)
- Updated documentation and CHANGELOG
- Implemented high-throughput parallel batch processing across all core extractors (NERExtractor, RelationExtractor, TripletExtractor, EventDetector, SemanticNetworkExtractor) using ThreadPoolExecutor.
- Added max_workers configuration parameter (default: 1) to all extractor extract() methods.
- Implemented parallel processing for large document chunking in _extract_entities_chunked and _extract_relations_chunked.
- Enhanced ProgressTracker to be thread-safe.
- Optimized setUpClass in tests to reduce Groq LLM initialization overhead.
- Updated documentation and usage examples.
- Implemented ML/LLM -> Pattern -> Last Resort fallback chains for NER, Relation, and Triplet extractors to prevent empty results.
- Added provenance metadata (batch_index, document_id) to all extraction schemas (Entity, Relation, Triplet, etc.).
- Unified batch processing API with progress tracking across all extractors.
- Updated documentation (module usage and reference docs) to reflect new features.
- Added robustness and batch provenance tests.
- Reduced code examples in all guide pages (getting-started, quickstart, concepts, modules, examples, use-cases, learning-more)
- Added comprehensive cookbook links with descriptions (topics, difficulty, time, use cases)
- Improved structure and organization across all guide pages
- Updated use-cases.md to only include use cases with corresponding cookbooks
- Removed 'Last Updated: 2024' from all documentation files
- Enhanced navigation with better 'Next Steps' sections
BREAKING CHANGE: Removed build() convenience function from semantic_extract module
- Removed build() function from semantic_extract/__init__.py
- Updated __all__ exports to remove 'build'
- Resolved merge conflicts in named_entity_recognizer.py, relation_extractor.py, triple_extractor.py
- Updated semantic_extract_usage.md with class-based examples
- Updated docs/reference/semantic_extract.md with detailed parameter documentation
- Fixed 01_GraphRAG_Complete.ipynb to use individual extractor classes
- Enhanced 05_Entity_Extraction.ipynb with comprehensive examples (9 sections)
- Enhanced 06_Relation_Extraction.ipynb with complete pipeline examples (9 sections)
Users should now use individual classes (NERExtractor, RelationExtractor, TripleExtractor, etc.)
instead of the build() function for better control and flexibility.
Migration guide available in documentation.
- 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
Mohd Kaif