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Version: 1.40

v1.39.0

Release notes​

✨ Major new features​

  • Team overview landing page
    Admin users of a team can access the team overview page to view statistics, alerts, events, and compliance for all active Deployments across all Workspaces in the team. After logging in, you'll land on the team overview page. You can also navigate to it by clicking your Avatar in the top right and then selecting Team overview.

  • Webhooks
    Automate your workflow by adding a webhook that gets called when an alert triggers. Go to Integrations, and underneath Webhooks click Configure. Add a webhook and connect it to an alert rule by selecting it on your Deployment alerts page.

  • Data card
    Enhance your deployment with a data card, providing specifics on the data used to train the model and explainer. Specify a data-card.md within your Git repository so that it will be viewable in the details page of your deployment.

  • Environment variable UI integration and improvements
    Environment variables can now be managed in the UI and linked to your Deployment by selecting it in the create Deployment flow or on the Deployment details page.

  • Test page rework
    Test prediction and explain endpoints, or view the explanation visualization on the new Deployment test page.

🛠️ Other changes​

  • Add a new deployment status that shows if deployments remain healthy after a successful initial deployment. In the deployment overview detailed error messages are provided for the model, explainer and transformer
  • Improve deployment events error logging, specifically for startup and memory issues
  • Improved empty states for tables and pages
  • Added BLEU text metric in prediction logs of Deployments with problemType "textGeneration" in the metadata.json
  • Improved the prediction log layout, including the option to directly show the explanation visualization
  • Prediction logs table update, removed explanation visualization from prediction logs overview and added explanation, actual and evaluation columns
  • Updated repository details page
  • Improved the usability of the Workspace integrations
  • Increased the expiry time for user invitation links to 7 days
  • Added new filters for the Deployment events
  • Improved onboarding experience with an example Deployment and realistic example data
  • Added support for transformer with standard explainers and integrated explainers
  • Added the feature name to input validation alert messages

🐛 Bug fixes​

  • Fixed an issue with pagination for prediction and request logs
  • Fixed an issue with Azure installations that use different app registrations for KMS and Blob
  • Workspace operators can delete credentials again
  • Team admin can no longer access the deployment create flow in workspaces that the admin is not part
  • Fixed an issue where the email field would show an error after inviting a user on the team page
  • Fixed an issue where an alert notification would display an incompatible bin state
  • Fixed a bug that could result in using default versions instead of custom framework versions
  • Fixes captum image visualization