Txtai.py

Latest version: v7.2.0

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7.2.0

Sync with txtai 7.2 API (https://github.com/neuml/txtai.py/issues/4)

7.1.0

Sync with txtai 7.1 API (https://github.com/neuml/txtai.py/issues/3)

7.0.0

Sync with txtai 7.0 API (2)

6.3.0

Add support for authorization headers (1)

6.2.0

Initial release of Python client.

6.1.0

**This release adds metadata support for client-server databases and custom scoring implementations**

🗃️ Client-server database integration. Store index metadata in Postgres, MariaDB/MySQL, MSSQL and more.

🖹 Custom scoring implementations. Store keyword index data in systems such as Elasticsearch. Similar to functionality already available in vector index component.

See below for full details on the new features, improvements and bug fixes.

New Features
--------------------------
- Add metadata support for client-server databases (532)
- Add support for custom scoring instances (544)
- Add benchmark script (522)
- Add sparse keyword benchmark notebook (523)
- Add hybrid search notebook (526)
- Add way to load database connection URL via environment variable (548)
- Add external database integration notebook (549)
- Add weights and index to Application methods (561)

Improvements
--------------------------
- Refresh introducing txtai notebook (520)
- Calling .reindex() on Application instance (547)
- Document how to run API via HTTPS (553)
- Update reindex action to support new 6.x configuration (557)

Bug Fixes
--------------------------
- ValueError: dictionary update sequence element 0 has length X; 2 is required (529)
- Add build script workaround for DuckDB and Pandas 2.1.0 incompatibility (542)
- Align API parameter data type to translation pipeline (550)
- Summary pipeline error when gpu enabled on mps device (551)
- Remove deprecated option from quantize_dynamic (562)
- Dates fail in example (563)

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