Document Intelligence Studio | deploy / import models with CI/CD

Richard Jackson 71

I am looking to deploy a Document Intelligence Studio resource and I wish to be able to import a pre-trained Custom Extraction Model into the newly deployed resource as part of an automated CI/CD pipeline.

How would I do this?

Thanks!

kothapally Snigdha 1,505 Reputation points Microsoft Vendor

2025-02-13T23:06:17.2566667+00:00
Hi Richard Jackson,

To deploy a Document Intelligence Studio resource and import a pre-trained Custom Extraction Model as part of an automated CI/CD pipeline, you can follow these steps:

Ensure you have an Azure subscription and create a Document Intelligence instance in the Azure portal.

Import the Custom Extraction Model:

Navigate to the Document Intelligence Studio.

Select the Custom extraction models tile under the custom models' section.

Click on the Import button on the custom extraction model's page.

In the import project dialog, paste the project token of the pre-trained model that you wish to import and select import.

I hope these helps you. Thank you!
Richard Jackson 71 Reputation points

2025-02-14T09:03:23.4833333+00:00

[accidental duplicate - comment to be deleted]
Richard Jackson 71 Reputation points

2025-02-14T09:35:34.7833333+00:00
Hi @kothapally Snigdha Thanks for your response. Those are the two steps required, and you've described the manual processes. I am looking to automate them as part of a CI/CD pipeline.

Ensure you have an Azure subscription and create a Document Intelligence instance in the Azure portal.

I have used a Bicep file within an Azure DevOps pipeline to do this.

Import the Custom Extraction Model

This the focus of my question - how would one automate these steps? Even if I could provide the Project Token of the Custom Extraction Model as an environment variable, how could I automate the "Import" step?

Thanks!

Rich

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Document Intelligence Studio | deploy / import models with CI/CD

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