Gourllammi 7034 You would use | OpenAI | Page 1

tidal forge Jan 18, 2023, 7:57 PM

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Thanks @wispy flare . I'll dive into that. Do you have some sense for how long an embeddings API call takes? Suppose I am trying to classify 1-2 lines of text along 5-10 categories?

wispy flare Jan 18, 2023, 7:59 PM

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In your case, it would takes a couple minutes maximum

tidal forge Jan 18, 2023, 7:59 PM

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and also: do you know of a tutorial or example for using embeddings to classify text along several categories?

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minutes? sheesh. Hoping for <5 seconds

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vanilla davinci takes around 30 seconds

wispy flare Jan 18, 2023, 8:00 PM

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Yes, OpenAI has an incredible study done which accomplishes exactly what you're looking for - code included

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Noooo, the embeddings are a one time generation

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Afterwards it takes mere seconds to find the information

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Obviously it scales with how large the dataset is though

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Check out the API docs under embeddings

tidal forge Jan 18, 2023, 8:03 PM

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scanning through the docs I can only see 1 category classification

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do you happen to remember anything about the study you mention so I could google it?

wispy flare Jan 18, 2023, 8:13 PM

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That's the correct information. You just need to change the scope to your desires

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