- 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
- 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
KaifAhmad1