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Using AI

AI is built into Workbench to help you write, edit, and debug UDFs. There are 2 main ways to use AI in Fused:

For more details, tips, and video tutorials, see the AI Assistant reference.

AI Chat​

Open AI Chat to make large changes to your UDF or start from scratch.

AI Chat is associated with the currently selected UDF, not the whole canvas.

Good for:

  • Rewriting or restructuring entire UDFs (for example, joining datasets with complex queries)
  • Customizing templates (like standalone maps or charts)
  • Getting feedback on your code & asking questions about your data

Inline Edit​

Use inline edit for quick, targeted changes to specific code sections.

inline edit

Good for:

  • Small edits when you know exactly what needs to change (filtering, simple joins, etc.)
  • When you know exactly what needs to change, but don't want to rewrite the entire UDF

Handling Changes​

AI changes are shown as a green/red diff. Changes are applied by default, but you control what to accept or reject.

inline edit

Error Summaries​

When a UDF errors, Fused provides an AI-generated summary explaining the issue.

For realtime UDFs, you also get two fix options:

  • Deep Fix — Opens AI Chat for larger changes
  • Quick Fix — Inline edit on the lines around the error

For dedicated jobs, only the error summary is shown.