Generative extraction & classification in Document Understanding Cloud APIs

We’re happy to announce that we are supporting generative extraction & classification capabilities in our Document Understanding Cloud APIs!
Do you want to process unstructured documents? Extract information based on a prompt? Process documents without setting up a dedicated specialized model?
Leverage our generative capabilities!
Available as generative extractor and classifier, with our latest release you are able to perform prompt-based classification and extraction operations via simple API calls.

Generative Classifier
To leverage the Generative Classifier, simply discover it as part of the Predefined project as displayed below:


and consume it by providing the necessary input prompts for identifying the required Document Types (either synchronous or asynchronous):

Generative Extractor
Similarly, to leverage the Generative Extractor, simply discover it as part of the Predefined project as displayed below:


and consume it by providing the necessary input prompts for the fields to be extracted (either synchronous or asynchronous):

So, what do you think? :slight_smile: Make sure to give our new features a try & let us know your thoughts!

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How do we define the taxanomy? While using Generative Extractor?

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The prompt/question id will be the taxonomy fields itself, I believe

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@zell12 is right, the prompts will be the fields indeed.

@nisargkadam23 if you need a specific taxonomy, you can use the Generative Extractor that comes with IntelligentOCR and the DocumentUnderstanding.ML packages. (define taxonomy, configure gen extractor within the IOCR Data Extraction Scope, define prompts for whatever fields you need to grab using Gen Extraction).

For APIs you will be calling the endpoint for specific prompts and will be getting the answers for those prompts.

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Does it also have action center in the workflow for human validation if required.

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With API’s we can get the response, and pass the data to an action center through Create Validation Task activities.

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@nisargkadam23 simply provide the prompt as input request :slight_smile:

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What is the metering & charging for these API calls?

@AI_GPT find details here: Document Understanding - Metering & Charging Logic