- 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
* Add XML file ingestion support
* fix(xml-ingestor): add ingest_string test and document ingest() return keys
- Add test_xml_ingestor_ingests_string to cover the public ingest_string()
method which had no test coverage
- Document all source_type return keys in the ingest() docstring so callers
know to use result["xml"] rather than result["data"] for XML sources
* docs(changelog): add unreleased entry for XML ingestion support (#560)
---------
Co-authored-by: KaifAhmad1 <kaifahmad087@gmail.com>
* Added Parquet ingest support (#234)
* docs: Add Parquet ingestion support to CHANGELOG
- Add comprehensive changelog entry for PR #548
- Document ParquetIngestor class and key features
- Include author credit (@Luffy2208) and PR reference
- Follow existing changelog format and structure
---------
Co-authored-by: KaifAhmad1 <kaifahmad087@gmail.com>
Fixes#433
- ContextGraph.add_decision() now accepts keyword arguments (category,
scenario, reasoning, outcome, confidence, entities, decision_maker)
in addition to a Decision object, matching documented behaviour.
Both call forms return the decision ID string.
- Quickstart snippets in README, getting-started.md, and index.md
changed from VectorStore(backend="faiss") to VectorStore(backend="inmemory")
so they work without faiss-cpu installed.
- docs/reference/context.md methods table updated to reflect the dual
signature of add_decision().
- docs/bugs/quickstart_api_mismatch.md added to track the issue.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Extends the existing ontology and triplet-store stack with first-class
SKOS support without adding any new top-level packages.
### semantica/ontology/namespace_manager.py
- `get_skos_uri(local_name)` — build full skos:core# URI from local name
- `build_concept_scheme_uri(name)` — slug a human name into a stable
ConceptScheme URI anchored at the configured base URI
### semantica/triplet_store/triplet_store.py
- `add_skos_concept(concept_uri, scheme_uri, pref_label, ...)` — asserts
ConceptScheme + Concept triples, prefLabel, altLabel, broader, narrower,
related, definition, notation via existing `add_triplets()` API
- `get_skos_concepts(scheme_uri=None)` — SPARQL SELECT via `execute_query()`,
collapses multi-valued bindings into concept dicts
### semantica/ontology/engine.py
- `list_vocabularies()` — list all skos:ConceptScheme instances
- `list_concepts(scheme_uri)` — list concepts in a scheme with alt labels
- `search_concepts(query, scheme_uri=None)` — case-insensitive substring
search over prefLabel + altLabel; sanitises user input against SPARQL injection
### tests
- `TestSKOSOntologyEngine` (14 tests) in test_ontology_comprehensive.py
- `TestSKOSTripletStore` (6 tests) in test_triplet_store.py
- All 1162 existing + new tests pass, 0 failures
### docs/reference/ontology.md
- New "SKOS Vocabulary Management" section: data-model table, import
examples (add_skos_concept + rdflib bulk), list/search API, NamespaceManager helpers
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Rewrote index.md to match README (tagline, badges, Problem/Solution text)
- Improved getting-started, concepts, quickstart, installation, faq, use-cases, contributing, glossary, learning-more, examples, modules, architecture, cookbook, deep-dive pages: tighter prose, fixed headings/bullets, removed inconsistencies and duplicate sections
- Removed overuse of emojis from headings in integration pages (docling, snowflake)
- Fixed change_management reference page: closed unclosed JSON code block that broke the right TOC, demoted noisy sub-headings to bold text
- CSS layout: widened content area (max-width 1440px grid, left sidebar 11rem, right TOC narrowed to 11rem for broader content), tightened TOC spacing and font size, fixed word-wrap/overflow on TOC links
- Added mkdocs_local.yml for local serving without mkdocs-jupyter plugin
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
- Fix typo in ChangeCategory enum: "potenitally_breaking" → "potentially_breaking"
- Fix missing space in _classify_change description string: "New{type}" → "New {type}"
- Add null-value guard in _analyze_field_changes for unset constraint fields
- Make ChangeLogAnalyzer stateless: pass report as arg to _generate_recommendations
- Remove no-op __init__ from ChangeLogAnalyzer
- Replace non-portable emoji markers in recommendations with plain-text tags
- Extend diff_ontologies to cover individuals and axioms (not just classes/properties)
- Fix exception chaining in compare_versions: raise ... from e
- Remove silent ImportError swallow for GraphValidator (it is a first-party module)
- Add comment on deferred VersionManager import explaining circular-import reason
- Fix import-before-docstring in test_managers.py
- Add tests: version-not-found error path, individuals/axioms diff coverage,
null constraint flagged as breaking
- Fix broken Markdown link syntax in docs JSON example block
- Update docs recommendations example to match new plain-text tag format
Co-authored-by: ZohaibHassan16 <zohaib179949@gmail.com>
Co-authored-by: KaifAhmad1 <kaifahmad087@gmail.com>
- Add 'from datetime import datetime' import in e-commerce examples
- Change 'max_results=5' to 'limit=5' for find_precedents_by_scenario calls
- Fix docs/reference/context.md e-commerce example
- Fix semantica/context/context_usage.md e-commerce example
- Ensure documentation examples are self-contained and copy-paste ready
- Match actual API parameter names for correct behavior
- All 62 tests still passing successfully
- Fix method name conflicts: add_decision -> add_decision_simple, find_precedents -> find_precedents_by_scenario
- Fix Decision ID handling: align tests with Decision model UUID generation behavior
- Fix AgentContext integration: proper handling of context_graph backend in get_causal_chain
- Fix Policy engine: remove invalid auto_generate_id parameter from deserialization
- Fix node type consistency: handle lowercase 'decision' type across all methods
- Fix timestamp handling: proper conversion for string and datetime objects
- Update documentation: correct method names and Decision model usage in examples
- All 62 Context Graph tests passing successfully
- Production ready with comprehensive verification
- Enhanced README.md with strategic emojis for better visual appeal
- Updated context_usage.md with detailed, user-friendly examples
- Improved docs/reference/context.md with accessible language
- Added AgentContext sections with progressive learning approach
- Maintained professional appearance while improving readability
- Consistent documentation across all context module files
- Remove broken link from reference/context.md that was causing CI failure
- Decision tracking functionality is now integrated into the context module
- Fix mkdocs build strict mode warning about missing target file
- Ensure documentation builds successfully in CI pipeline
- Add decision tracking system with DecisionRecorder, DecisionQuery, CausalChainAnalyzer, PolicyEngine
- Implement KG algorithm integration with centrality, community detection, embeddings, path finding
- Add vector store integration with hybrid search and custom similarity weights
- Enhance context graphs with advanced analytics and decision support
- Update documentation with comprehensive context module reference
- Add production examples for banking and healthcare use cases
- Update README to highlight context graph framework capabilities
- Add comprehensive test suite for all new features
- Replace problematic Material Design Icons with verified working icons
- Fix icon rendering issues in provenance.md and change_management.md
- Replace :material-route: with :material-link-variant: for Complete Lineage
- Replace :material-account-tree: with :material-graph: for Knowledge Graph Versioning
- Replace :material-schema: with :material-shape: for Ontology Versioning
- Replace :material-audit: with :material-clipboard-check: for Audit Trail Compliance
- Replace :material-bridge: with :material-share-variant: for Bridge Axiom Support
- Remove PR_DESCRIPTION.md and SNOWFLAKE_IMPLEMENTATION.md unused files
- All cards now display consistently with proper icons
- Fix invalid Material Design Icons in provenance.md reference cards
- Replace old 'Semantica Updated Logo.png' with new 'Semantica Logo.png'
- Update README.md, docs/index.md, and docs/DOCS_README.md logo references
- Remove old logo files and add new logo to docs assets
- All documentation now uses consistent, valid icons and new branding
- Implemented provenance tracking across all 17 Semantica modules
- Added W3C PROV-O compliant schemas (prov:Entity, prov:Activity, prov:Agent, prov:wasDerivedFrom)
- Created ProvenanceManager with InMemory and SQLite storage backends
- Implemented SHA-256 integrity verification for tamper detection
- Added bridge axiom support for domain transformations (L1→L2→L3)
- Created provenance-enabled versions of all modules (opt-in with provenance=True)
- Added comprehensive test suite (237 tests covering edge cases and real scenarios)
- Updated README with accurate claims and compliance disclaimers
- Added complete documentation (usage guide and API reference)
- Zero breaking changes - fully backward compatible
Mohd Kaif