**This release adds dynamic embeddings vector support along with semantic graph and RAG improvements**
See below for full details on the new features, improvements and bug fixes.
New Features
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- Add support for dynamic vector dimensions (674)
- Add batch node and edge creation for graphs (693)
- Add notebook on Retrieval Augmented and Guided Generation (694)
Improvements
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- Pass options to underlying vector models (675)
- Move vector model caching from Embeddings to Vectors (678)
- Add indexids only search (691)
- Create temporary tables once per database session (692)
Bug Fixes
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- Fix token storage auth error (676)
- TypeError: 'NoneType' object is not iterable (683)
- Fix issue with hardcoded autoawq version in example notebooks (686)
- API deps missing Pillow (690)