RapidCanvas Docs
  • Welcome
  • GETTING STARTED
    • Quick start guide
    • Introduction to RapidCanvas
    • RapidCanvas Concepts
    • Accessing the platform
  • BASIC
    • Projects
      • Projects Overview
        • Creating a project
        • Reviewing the Projects listing page
        • Duplicating a Project
        • Modifying the project settings
        • Deleting Project(s)
        • Configuring global variables at the project level
        • Working on a project
        • Generating the about content for the project
        • Generating AI snippets for each node on the Canvas
        • Marking & Unmarking a Project as Favorite
      • Canvas overview
        • Shortcut options on canvas
        • Queuing the Recipes
        • Bulk Deletion of Canvas Nodes
        • AI Guide
      • Recipes
        • AI-assisted recipe
        • Rapid model recipe
        • Template recipe
        • Code Recipe
        • RAG Recipes
      • Scheduler overview
        • Creating a scheduler
        • Running the scheduler manually
        • Managing schedulers in a project
        • Viewing the schedulers in a project
        • Viewing the run history of a specific scheduler
        • Publishing the updated data pipeline to selected jobs from canvas
        • Fetching the latest data pipeline to a specific scheduler
        • Comparing the canvas of the scheduler with current canvas of the project
      • Predictions
        • Manual Prediction
        • Prediction Scheduler
      • Segments and Scenarios
      • DataApps
        • Model DataApp
        • Project Canvas Datasets
        • Custom Uploaded Datasets
        • SQL Sources
        • Documents and PDFs
        • Prediction Service
        • Scheduler
        • Import DataApp
    • Connectors
      • Importing dataset(s) from the local system
      • Importing Text Files from the Local System
      • Connectors overview
      • Connect to external connectors
        • Importing data from Google Cloud Storage (GCS)
        • Importing data from Amazon S3
        • Importing data from Azure Blob
        • Importing data from Mongo DB
        • Importing data from Snowflake
        • Importing data from MySQL
        • Importing data from Amazon Redshift
        • Importing data from Fivetran connectors
    • Workspaces
      • User roles and permissions
    • Artifacts & Models
      • Adding Artifacts at the Project Level
      • Adding Models at the Project Level
      • Creating an artifact at the workspace level
      • Managing artifacts at the workspace level
      • Managing Models at the Workspace Level
      • Prediction services
    • Environments Overview
      • Creating an environment
      • Editing the environment details
      • Deleting an environment
      • Monitoring the resource utilization in an environment
  • ADVANCED
    • Starter Guide
      • Quick Start
    • Setup and Installation
      • Installing and setting up the SDK
    • Helper Functions
    • Notebook Guide
      • Introduction
      • Create a template
      • Code Snippets
      • DataApps
      • Prediction Service
      • How to
        • How to Authenticate
        • Create a new project
        • Create a Custom Environment
        • Add a dataset
        • Add a recipe to the dataset
        • Manage cloud connection
        • Code recipes
        • Display a template on the UI
        • Create Global Variables
        • Scheduler
        • Create new scenarios
        • Create Template
        • Use a template in a flow notebook
      • Reference Implementations
        • DataApps
        • Artifacts
        • Connectors
        • Feature Store
        • ML model
        • ML Pipeline
        • Multiple Files
      • Sample Projects
        • Model build and predict
    • Rapid Rag
  • Additional Reading
    • Release Notes
      • May 14, 2025
      • April 21, 2025
      • April 01, 2025
      • Mar 18, 2025
      • Feb 27, 2025
      • Jan 27, 2025
      • Dec 26, 2024
      • Nov 26, 2024
      • Oct 24, 2024
      • Sep 11, 2024
        • Aug 08, 2024
      • Aug 29, 2024
      • July 18, 2024
      • July 03, 2024
      • June 19, 2024
      • May 30, 2024
      • May 15, 2024
      • April 17, 2024
      • Mar 28, 2024
      • Mar 20, 2024
      • Feb 28, 2024
      • Feb 19, 2024
      • Jan 30, 2024
      • Jan 16, 2024
      • Dec 12, 2023
      • Nov 07, 2023
      • Oct 25, 2023
      • Oct 01, 2024
    • Glossary
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On this page
  • New Features
  • Enhancements
  1. Additional Reading
  2. Release Notes

Jan 16, 2024

New Features

Dataapp for Binary Classification RapidModel Recipe

Now create Dataapps directly from the UI for Binary classification in RapidModel recipes. These apps feature comprehensive tools like feature importance, model performance, what-if analysis, and a prediction service.

Enhancements

AI-Assisted Recipe Upgrades

  • Interactive Charts: Transitioned from static image charts to interactive ones, allowing users to engage with the charts and download them.

  • Improved Error Messages: Enhanced error messaging for better issue debugging.

  • Refined Prompts: Updated prompts for improved output quality and accuracy.

DataApps Edit Functionality

  • Edit Option: Introduced the ability to edit DataApp details from both card and list views.

Advanced Jobs Functionality

  • Dataset Download: Facilitated downloading of input and output datasets from the last job run via a dialog on the jobs listing page.

  • Data Viewing: Added hyperlinks to view data in output and input datasets, directing to the Data view page.

Search Function in Rapid Model Recipe

  • Target Column Search: Simplified target column selection with a new search feature in the dropdown list.

AI-Assisted Recipe Snippets

  • Default Code Syntax: Added a default code syntax in the Snippets dropdown to aid in data transformation logic.

Data Connectors Update

  • New Columns: Added Projects and Status columns in the list view for better tracking and status visibility.

  • Active Status Requirement: Enforced data import only when the data connector status is active.

Security Measure in Tenant Settings

  • Masked Auth Token: Enhanced security by masking the Auth token to prevent exposure.

Design Overhauls

  • Progress Bar for Artifact Upload: Visual progress indicator added on the Create Artifact screen.

  • Jobs Module Redesign: Revamped layout with an expanded canvas section and a new Destination button.

  • Aligned Fields in Data Connector Cards: Improved visual alignment and field naming.

  • AI-Assisted Recipe Page Update: Enabled the Run button only after dataset selection and query provision, along with added tooltips.

  • Increased File Size Limits: Expanded limits for file size and total files on the Create New Dataset screen. You can now upload a maximum file size of 5GB and up to 25 files.

  • Detailed Tooltip for RE-RUN Button: Enhanced tooltip on the Jobs History page for clarity.

  • Standardized Record Display: Defaulted to showing 100 records in output datasets post-query in AI-assisted recipes.

  • Unified Design for Logs: Harmonized color schemes in logs side panels across environments and data apps.

  • Ordered Data and Schema Tabs: Streamlined display of data type in the same order as dataset columns.

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Last updated 3 months ago