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Release 6.21

This release focuses on AI agent improvements, pipeline reliability, and UI refinements across common project workflows.

AI & chatbot​

  • Improved the AI agent with better memory, context retention, and conversation continuity
  • Added multi-file analysis support and live response updates
  • Reduced duplicate agent messages in long-running workflows

Data pipelines & transformations​

  • Improved reliability when retrieving datasets with dynamic columns
  • Fixed pipeline execution issues in workflows with node-list inputs
  • Added validation for sort and type-conversion steps before execution
  • Improved big data pipeline compilation for AWS Glue and PySpark
  • Reduced cases where unavailable project resources could appear in the interface
  • Improved the Custom Transformer experience with a clearer prompt interface and rules dialog

UI & UX​

  • Added detailed execution logs and null-value display controls
  • Introduced movable toolbar buttons with pinned settings persistence
  • Fixed project-not-found handling to show toast instead of blank canvas
  • Resolved plotly chart and correlation bar rendering issues
  • Fixed source details hover card and code editor scrollbar behaviour