- Robust ID extraction in CentralityCalculator, CommunityDetector, and ConnectivityAnalyzer
- Support for direct Entity objects and dictionaries as node identifiers
- Improved Entity hashability in utils/types.py
- Added integration test to verify fix and prevent regression
- Added tests/reasoning/ directory with unit and integration tests
- Fixed indentation bug in Reasoner.add_fact for dictionary-based relationships
- Fixed regex variable matching in Reasoner._match_pattern
- Fixed variable handling in SPARQLReasoner query expansion
- Cleaned up cookbook and documentation references
Set FastEmbed as default embedding provider in TextEmbedder. Updated dependencies in pyproject.toml. Refreshed Context Module notebook and documentation to reflect changes. Added verification tests.
- Removed all Pinecone references, adapters, and documentation to align with open-source, self-hosted focus.
- Removed PineconeAdapter and related dependencies.
- Updated VectorStore to enforce supported backends (FAISS, Weaviate, Qdrant, Milvus, InMemory).
- Updated cookbooks (e.g., 13_Vector_Store.ipynb) to use Weaviate/FAISS examples instead of Pinecone.
- Updated core documentation (modules.md, rchitecture.md, etc.) to reflect backend changes.
- Added new tests ( est_pinecone_removal.py, est_vector_store_deepdive.py) to verify removal and validate remaining backends.
- Verified all vector store tests pass.
- Renamed semantica/triple_store to semantica/triplet_store
- Updated all imports and class references in core modules and adapters
- Refactored Jupyter notebooks in cookbook/
- Updated documentation files (README, docs/, etc.)
- Updated tests and verified passing status
- Fix ProgressTracker usage in MCPIngestor and RepoIngestor
- Fix recursive calls in methods.py
- Add comprehensive test suite for all ingest submodules (tests/ingest/test_submodules.py)
- Add integration tests for key cookbooks (tests/ingest/test_cookbook_integration.py)
- Fix and align existing tests (test_notebook_02.py, test_notebook_06.py)
- Ensure full coverage of all 15 data sources
- Added unit tests for Context module (AgentContext, AgentMemory, ContextGraph, EntityLinker)
- Fixed Tuple import error in deduplication/merge_strategy.py
- Verified notebook examples via test conversion
- Fix infinite recursion in semantica/conflicts/methods.py by removing redundant registration
- Update 04_Conflict_Resolution_Strategies.ipynb to use correct API
- Add unit tests for conflicts module in tests/conflicts/test_conflicts.py
- Add __init__.py files to tests/ and tests/conflicts/ for package structure
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