Txtai-py

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)

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

Bug Fixes
--------------------------
- Fix word embeddings regression with batch transformation (245)

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

New Features
--------------------------
- Add notebook covering txtai embeddings index file structure (237)
- Add Image Hash pipeline (240)
- Add support for custom SQL functions in embeddings queries (241)
- Add notebook for Embeddings SQL functions (243)
- Add notebook for near-duplicate image detection (244)

Improvements
--------------------------
- Rename SQLException to SQLError (232)
- Refactor API instance into a separate package (233)
- API should raise an error if attempting to modify a read-only index (235)
- Add last update field to index metadata (236)
- Update transcription pipeline to use AutoModelForCTC (238)

Bug Fixes
--------------------------
- Ensure limit always set in embeddings search/batchsearch (234)
- Fix issue with parsing multiline SQL statements bug (242)

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

Bug Fixes
--------------------------
- Fixed mislabeled API config definition (231)

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

New Features
--------------------------
- Add notebook for workflow notifications (225)
- Add default and custom docker configurations (226)
- Create docker configuration for AWS Lambda (228)
- Add support for loading/storing embedding indexes on cloud storage (229)

Improvements
--------------------------
- Add support for SQL || operator (223)
- Add flag to disable loading index data in API (230)

Bug Fixes
--------------------------
- Modify database decoder methods to check for None (220)
- Modify embeddings search to make return type consistent when index initialized and not initialized (221)
- Embeddings index returning malformed JSON errors in certain situations (222)
- Check for empty documents input before indexing (224)

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

New Features
--------------------------
- Add entity extraction pipeline (203)
- Add workflow scheduling (206)
- Add workflow search task to API (210)
- Add Console Task (215)
- Add Export Task (216)
- Add notebook for workflow scheduling (218)

Improvements
--------------------------
- Default documentation theme using system preference (197)
- Improve multi-user experience for workflow application (198)
- Documentation improvements (200)
- Add social preview image for documentation (201)
- Add links to txtai in all example notebooks (202)
- Add limit parameter to API search method (208)
- Add documentation on local API instances (209)
- Add shorthand syntax for creating workflow tasks in API (211)
- Accept functions as workflow task actions in API (213)

Bug Fixes
--------------------------
- Object detection model fails to load additional models (204)
- Update unit tests to limit cpu usage for word vector tests (207)
- Add better error handling around unindexed embedding instances (212)
- Fix issue when workflow task generates no output (214)
- Add lock to API search methods (217)