v4.4.0

neuml/txtaiv4.4.0Apr 20, 2022by davidmezzetti

AI Summary

txtai 4.4 adds explainability features, a new console tool, and support for sequence pipelines.

Key Highlights

Add semantic search explainability
Add txtai console
Add sequences pipeline
Add query translation logic in embeddings searches

New Features

Semantic search explainability
txtai console
Sequences pipeline
Query translation logic
Query translation notebook

Full Release Notes

This release adds the following new features, improvements and bug fixes.

New Features
--------------------------
- Add semantic search explainability (#248)
- Add notebook covering model explainability (#249)
- Add txtai console (#252)
- Add sequences pipeline (#261)
- Add scripts to train query translation models (#265)
- Add query translation logic in embeddings searches (#266)
- Add notebook for query translation (#269)

Improvements
--------------------------
- Update HFTrainer to support sequence-sequence models (#262)

Bug Fixes
--------------------------
- Unit tests failing with tokenizers>= 0.12 (#253)
- Running default.config.yml returns TypeError: register() got an unexpected keyword argument 'ids' (#256)
- Unit tests failing with transformers==4.18.0 (#258)
- Update precommit to use latest version of psf black (#259)