Extract intents from a text | OpenAI | Page 1

halcyon seal Dec 20, 2022, 11:37 AM

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Hi all, is it possible to extract intents from a text using the APIs? I'm trying with openai.Completion.create with davinci but I get totally unrelated results. Am I using the wrong API?

I'm looking to get something like this from a text

{
"intents": [
{
"intent": "weather",
"weight": 0.9
},
{
"intent": "information_request",
"weight": 0.1
}
]
}

something like https://api.openai.com/v1/intents (this url does not work)

Note: I've moved the question from api-discussion channel

worthy warren Mar 6, 2023, 4:29 PM

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hey @halcyon seal did you found the answer for this question?

halcyon seal Mar 6, 2023, 4:29 PM

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nope 😦

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it is possible to ask for intents in JSON format but you will get only generated content, not the "real" intents

worthy warren Mar 7, 2023, 6:04 PM

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hmmm ughh so basically you have to parse everything

sage saddle Mar 8, 2023, 4:49 PM

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halcyon seal it is possible to ask for intents in JSON format but you will get only generated...

You can use some prompt engineering

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Use a completion, use a prompt that provides the format to extract intents in and then provides the content

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and then adjust the parameters like temperature and etc until it's reliable

halcyon seal Mar 14, 2023, 1:09 PM

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I have already done that but I do not feel it is reliable, the same prompt can produce different results with the same text. Also, the weights are nearly randomic.

#Extract intents from a text