Oct 25, 2023

New features

This release includes the following features:

AI Guide on Project Canvas

Introducing an AI guide that offers users insights on machine learning project implementation based on their specific use case and industry.
Engage in a dynamic conversation by asking follow-up questions.

Rapid Model Recipe

Presenting a simplified way to generate models. Upload a flat file and let the Rapid Model Recipe take care of the rest.
Current support includes Binary Classification, Regression, and Multi-Class Classification.
Stay tuned for upcoming support for Time Series Forecasting, Clustering, and Anomaly Detection in our next release.

Data Import

Seamless fetching of table-form data from MongoDB and Snowflake sources. Import this data directly onto the canvas for transformative operations.
Integration with Fivetran connectors now permits data imports directly into projects.

Other Enhancements

Interface adjustments on RapidCanvas for Windows OS users
Enhanced data consistency and accuracy when handling files with special characters or separators.
Introduced job count linked to a project under the Environments tab for more transparency.

These are the issues resolved as part of this release:

UI and Design

Long filenames no longer overflow in the "Create New Dataset" window.
Various alignment and UI improvements across Recipe, Tenant, and Environment pages for a streamlined experience.

Data Handling

Resolved encoding/separation errors for uploaded files, offering on-the-spot corrections.
Addressed inconsistencies with data type and ontology displays.

Functionality

Improved feedback mechanisms for data uploads, ensuring users receive accurate success/failure messages.
Better validation across the environment page for user inputs.
User alerts have been optimized for various platform actions, such as environment relaunches.
Enhanced error reporting for recipes, ensuring the UI reflects backend statuses accurately.

Environment and Resources

Improved tooltips, feedback, and options related to environment status, launch, and usage.
Addressed environment naming and package editing restrictions for better platform consistency.

Last updated 2 months ago