Utilize OpenAI API to Auto-Label Foods #2537
Grygon
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Please provide a concise description of the problem that would be addressed by this feature.
Currently Foods <-> Labels linkages are a clunky manual process. #1230 describes the pain of doing this with the seed data, and people are likely to import way more than this.
Please provide a concise description of the feature that would resolve your issue.
We could hook up a GPT API to much more easily categorize these on new ingredient creation, giving people a starting place for their newly-created Foods. Impact of a mis-categorization is low, since people can easily just re-assign the Foods to the right labels in case of a mistake.
Please consider and list out some caveats or tradeoffs made in your design decision
It's not going to be perfect, but it'll be a lot better.
A quick POC of a way to implement this:
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