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Release notes

v0.7.2 (Mar 14, 2024)​

Fixes​

  • Fixed a memory leak to stop out-of-memory pod failure after a certain amount of scored documents.
  • Fixed issue with page population.

v0.7.1 (Feb 12, 2023)​

New features​

  • Implemented RBAC for publishing pipelines.

Improvements​

  • Added compatibility with pipelines published in previous versions of Document AI (v0.6 and v0.5).
  • Made Viewer work with pipelines that have custom V4 post-processor.

Fixes​

  • Fixed archive extracting.
  • Fixed deletion of DocumentSet when corresponding AnnotationSet was edited.

v0.7.0 (Nov 5, 2023)​

New features​

  • Introduced the universal scoring pipeline.
  • Introduced ability to automatically purge training artifacts.
  • Introduced ability to schedule the deletion of your whole project and all of its resources.
  • Introduced new base models for training a model in Publisher.
  • Introduced learning rate for model training in Publisher.
  • Implemented role-based access control (RBAC) to Document AI on HAIC.

Improvements​

  • Expanded file support for Viewer document import to include JPG and ZIP files.
  • Created a custom pipeline repository which includes fine-tuned BERT models and OCR-only pipelines.
  • Added the ability to skip pages from scoring.

Fixes​

  • Removed support for Kubernetes v.< 1.23.
  • Deleting now works on Project Level even if there are Job failures; this also deletes underlying Pipelines.

v0.6.2 (Aug 23, 2023)​

New features​

  • Added the ability to update or add new templates.

Fixes​

  • Fixed an issue where the logic used to pull the feature store web proxy image did not work if the image registry is empty.
  • Made an improvement to include input_dir content in the request going to the custom post-processor deployment.

Known issues​

v0.6.1 (Jul 28, 2023)​

Improvements​

  • Added support for Kubernetes 1.26.
  • Updated telemetry implementation to make scored documents more efficiently retrieved.

Known issues​

  • Adding a file in edit in page view only supports image files.
  • Adding a file in edit in page view does not update page and document number on the annotation sets page.
  • After adding a file in edit in page view, leaving edit in page view, then returning to edit in page view, you cannot view said added file.

v0.6 (May 21, 2023)​

New features​

  • Introduced H2O Document AI - Viewer for business users to score documents on built pipelines. [MVP]
  • Introduced initial telemetry integration.
  • Added the ability to score PDFs with page ranges.

Improvements​

  • Renamed original H2O Document AI to H2O Document AI - Publisher.
  • Added a button to Published Pipelines to retrieve the scoring URL.
  • Sped up CPU for EfficientNet OCR models by running with optimized OpenVINO.
  • Sped up PDF scoring with JPG instead of PNG.

Fixes​

  • Fixed an issue where long names could not be used when publishing pipelines.
  • Fixed an issue where zip files could not be uploaded from Windows machines.
  • Fixed an issue where job status was still reported for cancelled jobs.

v0.5 (Apr 13, 2023)​

New features​

Improvements​

  • Upgraded the ML API to v0.4.0.
  • Refactored and improved the training user interface for better usability.
  • Added the ability to gate access to H2O Document AI based on a user's role.
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