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v7.1.0

neuml/txtaiv7.1.0Apr 19, 2024by davidmezzetti

AI Summary

This release adds dynamic embeddings vector support, batch node and edge creation for graphs, and RAG improvements.

Key Highlights

  • Add support for dynamic vector dimensions
  • Add batch node and edge creation for graphs
  • Add notebook on Retrieval Augmented and Guided Generation

New Features

  • Dynamic vector dimensions
  • Batch graph operations
  • RAG with Guided Generation notebook

Full Release Notes

**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)