Add a Cite Us section to the README with BibTeX citation info, and
align it with docs/citation.md (author/organization: Semantica, 2026).
Update LICENSE and docs/project-license.md copyright holder to
Semantica, and replace the stale Hawksight-AI GitHub org slug with
semantica-agi across READMEs, plugin manifests, cookbook notebooks,
and GitHub templates.
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.
- Updated AgentContext, AgentMemory, and ContextGraph to support save/load persistence
- Integrated FastEmbed into VectorStore for high-performance local embeddings
- Replaced DemoVectorStore with production VectorStore in docs and examples
- Rebuilt 19_Context_Module.ipynb as a deep dive into context engineering
- Updated documentation and README to reflect new capabilities