Release Notes for RapidCanvas March 20, 2024

New Features

Following are the new features introduced in this release:

Prediction Job

This new feature empowers users to execute prediction jobs across four problem types: binary classification, binary experimental, regression, and multiclass classification. Instead of directly utilizing existing models, this feature executes data pre-processing and feature engineering steps on uploaded datasets, ensuring data refinement before feeding the dataset into the trained model.

Ask AI on DataApp

A new Ask AI tab has been introduced in DataApps tailored for binary classification problem types. This new feature provides users with AI-assisted functionalities similar to the AI-assisted recipe. With this enhancement, users can interact with Ask AI to generate visualizations and perform data transformation operations on the prediction dataset seamlessly.

Other Enhancements

Refresh Icon Added for Prediction Service:

We’ve introduced a “Refresh” button on the Prediction Service page, empowering users to effortlessly update and access the latest model files. This feature ensures seamless retrieval of the most recent trained model whenever users need to employ the endpoint for making predictions on new datasets.

Reload Option Added for Datasets Created via Data Connectors:

A “Reload” button has been incorporated into the Dataset side drawer panel within the canvas, as well as in the view dataset page under the plus icon. This addition grants users the capability to fetch fresh data from the source and synchronise datasets with remote storage, facilitating access to the latest data.

Upgraded and Enhanced UX for Jobs, DataApp, and Connectors modules

This includes a redesigned color palette, refined button styling, and improved usability. Users can anticipate ongoing UX enhancements across other modules in the upcoming weeks.

Added Alerts for Data Analysis Chart Generation and DataApp Launch:

We’ve implemented new notification alerts for DataApps and Data analysis charts, offering users real-time updates on the success or failure of DataApp launches and Data analysis chart generation. These alerts enhance user awareness and streamline troubleshooting processes.

Introducing Ask AI System Message in Project Settings:

The inclusion of the AI system message field in Project Settings empowers users to provide input for Ask AI queries throughout the project. This enhancement enriches the AI-driven functionality of the platform, allowing users to tailor their interactions with Ask AI.

Custom Image Support in Projects:

Users now have the ability to upload images from their local drives to be displayed on project cards, in addition to utilising default images. This enhancement enables users to personalise project card images according to their preferences, enhancing project visibility and customisation options.

Grouping of Charts within Diamond of Rapid Model Recipe Output:

The chart output of the rapid model recipe has been restructured to be grouped into different tabs, facilitating easy comprehension for both business and advanced users. This refinement enhances the organisation and clarity of chart outputs within the Diamond of Rapid Model Recipe Output.