Txtai

🎈🎉🥳 We're excited to announce the release of txtai 4.0! 🥳🎉🎈

_Thank you to the growing txtai community. This couldn't be done without you. Please remember to ⭐ txtai if it has been helpful._

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

New Features
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- Add object detection pipeline (148)
- Add image caption pipeline (149)
- Add retrieval task (150)
- Add no-op pipeline (152)
- Add new workflow functionality (155)

Improvements
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- Add korean translation to README.md. Thank you 0206pdh! (138)
- Add links to external articles (139)
- Update example applications to be consistent (140)
- Add an article summarization example (144)
- Add fallback mode for textractor (145)
- Reorganize pipeline package (147)
- Update optional package tests to simulate missing packages (154)
- Add parameter to flatten labels output (153)
- Update documentation with latest changes (156)

Bug Fixes
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- Fix bug with importing service task when workflow extra not installed (146)
- Fix inconsistencies with url based tasks (151)

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

New Features
--------------------------
- Add post workflow action to API (129)
- Add tabular pipeline (134)
- Enhance ServiceTask to support additional use cases (135)
- Add notebook for tabular pipeline (136)
- Add topn option to extractor pipeline (137)

Improvements
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- Refactor registering new auto models to use methods in Transformers library (128)
- Update workflow example application (130)

Bug Fixes
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- No issues this release

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

New Features
--------------------------
- Add scikit-learn to ONNX export pipeline (124)
- Add registry methods for auto models (126)
- Add notebook to demonstrate loading scikit-learn and PyTorch models (127)

Improvements
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- Add parameter to return raw model outputs for labels pipeline (123)
- Add parameter to use standard pooling for TransformersVectors (125)

Bug Fixes
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- Pass model configuration to ONNX Models (121)
- Fix incorrect import in Notebooks (122)

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

New Features
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- Create notebook using extractive qa to build structured data (117)
- Modify extractor pipeline to support similarity pipeline backed context (119)

Improvements
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- Improve performance of extractor context queries (120)

Bug Fixes
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- Update labels pipeline to filter text classification output (116)
- Fix issues with Transformers 4.11.2 (118)

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

New Features
--------------------------
- Add ONNX export pipeline (107)
- Add notebook for ONNX pipeline (108)
- Add ONNX support for Embeddings and Pipelines (109)
- Support QA models in Trainer pipeline (111)
- Add notebook for training QA models (115 )

Improvements
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- Remove deprecated packages (114)

Bug Fixes
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- Fix issues with latest Transformers version (110)