v5.0.0
neuml/txtaiv5.0.0Sep 27, 2022by davidmezzetti
AI Summary
txtai 5.0 introduces a semantic graph component and enables external integrations, marking a major update to the platform.
Key Highlights
- Add semantic graph component
- Add scoring-based search
- Add SQL expression columns
- Allow custom ann, database and graph instances
New Features
- Semantic graph component
- Scoring-based search
- SQL expression columns
- Custom ann, database and graph instances
Full Release Notes
### 🎈🎉🥳 We're excited to announce the release of txtai 5.0! 🥳🎉🎈 _Thank you to the txtai community! Please remember to ⭐ txtai!_ txtai 5.0 is a major new release. This release adds the semantic graph along with enabling external integrations. It also adds a number of improvements and bug fixes. New Features -------------------------- - Add scoring-based search (#327) - Add notebook demonstrating functionality of individual embeddings components (#328) - Add SQL expression columns (#338) - Add semantic graph component (#339) - Add notebook covering Semantic Graphs (#341) - Add graph documentation (#343) - Allow custom ann, database and graph instances (#344) Improvements -------------------------- - Clarify embeddings.save documentation (#325) - Modify embeddings search candidate default logic (#326) - Update console to conditionally import library (#333) - Update ANN package to make terminology more consistent (#334) - Support non-text document elements in Applications (#335) - Update workflow documentation to note generator execution (#336) - Update audio transcription notebook to include example with OpenAI Whisper (#345) Bug Fixes -------------------------- - Calling scoring.index with no tokens parsed results in error (#337) - Fix cached_path error with transformers v4.22 (#340) - Fix docker command "--it". Thank you to @lipusz! (#346) - Error loading compressed indexes in console bug (#347)