clean_categories
Clean a given column of categories or lists of categories using OpenAI.
original column.
cleaned column.
Associated integration.
Categories desired in the result column. If passed instructions are ignored.
Further instructions to generate the desired set of categories. You can ask for things like ‘generate around 5 categories’
Approximate number of categories to generate. Can be a float from 0 to 1 (percentage of unique categories) or an integer greater than 1.
Model Configuration. Configuration for OpenAI’s model.
OpenAI model to choose.
Values must be one of the following:
gpt-4ogpt-4o-mini
Temperature. Higher means more creativity, but also makes the model more likely to hallucinate. Lower temperature yields more deterministic results.
Values must be in the following range:
0 ≤ temperature ≤ 1
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