i have a long Q&A form that need to filled by customer , i need to summarize the customer response and also check if customer has failed to fil any filed using Generative AI

Question

I have a long Q&A form that needs to be filled by the customer, I need to summarize the customer response and also check if the customer has failed to fill any field using Generative AI LLM.

Answer 1

@Ayush Kumar I am assuming that this is a form that is manually filled out and you are using Azure document intelligence to extract the text? If Yes, Document intelligence can be trained to extract the text but to summarize the content you will have to pass the extracted text to Azure OpenAI endpoint as I don't think there is a direct integration of such feature with document intelligence APIs currently.

For the other scenario, to check if any field is not filled, I think the current Document intelligence model can be trained to recognize any blank content for any fields that it is trained to extract. The Analyze API response in this case will not have these fields in the response. I hope this helps!!

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