Intelligence ·

Classify

Labels each row with a category, using code written from your prompt. For example, tag support tickets as billing, bug or feature request.

Also known as: Categorize, sentiment

How it works

Type what the categories are and how to tell them apart in the prompt box, then press Generate. The app asks the AI service for Python that reads each row and writes the category, using spaCy or pattern matching. The generated code appears in the Code tab, where you can read and edit it before it runs. The node has nothing to run until it has code, and the prompt must be filled in before Generate is enabled. A Save as custom node button in the panel header keeps the result in your library.

Inputs and outputs

Settings

Example

A support-ticket table has a body column. Prompt: "Add a column category with billing, bug or feature request, based on the body text." Press Generate, check the code in the Code tab, then run and look at Value Counts on category to see the split.

More in

• Extract — Pulls the fields you describe out of free text into new columns, such as company names, dates or amounts from email bodies.
• Summarize — Turns the whole table into one text or number, such as a two-line summary of this month's sales.
• Generate — Writes a piece of text for each row from its values, such as a one-line summary of each order.