How to publish the model created in Azure Document Intelligence? Model is created but not able to find option to publish it.

Question

How to publish the model created in Azure Document Intelligence? Model is created but not able to find option to publish it.

GIRISH PATIL 20

Saideep Anchuri 9,500 Reputation points Moderator

2025-04-16T18:17:08.29+00:00
Hi GIRISH PATIL

To publish a model created in Azure Document Intelligence, you need to follow these steps:

After you have trained your model, go to the details page of your model.

Look for the Publish option. This is typically found under the Last trained version section.

Select Publish to make your model available for use.

Kindly refer below link: processing-train

Thank You.
Saideep Anchuri 9,500 Reputation points Moderator

2025-04-17T17:05:59.3866667+00:00

Hi GIRISH PATIL

Following up to see if the above answer was helpful.

Thank You.
Saideep Anchuri 9,500 Reputation points Moderator

2025-04-18T16:15:52.4266667+00:00

Hi GIRISH PATIL

We haven’t heard from you on the last response and was just checking back to see if you have a resolution yet.

Thank You.
GIRISH PATIL 20 Reputation points

2025-04-21T05:19:27.01+00:00

Hi Saideep,

Thanks for your response. Unfortunately, I am still facing the same problem.

Azure Document Intelligence Studio -> Custom Extraction Model - > Project Created -> Label Data -> Train the Model

Afterwards model is created, and I can see it in the Models tab. But still not able to find the publish part.

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Saideep Anchuri 9,500 Reputation points Moderator

2025-04-16T18:17:08.29+00:00

Hi GIRISH PATIL

To publish a model created in Azure Document Intelligence, you need to follow these steps:

After you have trained your model, go to the details page of your model.

Look for the Publish option. This is typically found under the Last trained version section.

Select Publish to make your model available for use.

Kindly refer below link: processing-train

Thank You.
Saideep Anchuri 9,500 Reputation points Moderator

2025-04-17T17:05:59.3866667+00:00

Hi GIRISH PATIL

Following up to see if the above answer was helpful.

Thank You.
Saideep Anchuri 9,500 Reputation points Moderator

2025-04-18T16:15:52.4266667+00:00

Hi GIRISH PATIL

We haven’t heard from you on the last response and was just checking back to see if you have a resolution yet.

Thank You.
GIRISH PATIL 20 Reputation points

2025-04-21T05:19:27.01+00:00

Hi Saideep,

Thanks for your response. Unfortunately, I am still facing the same problem.

Azure Document Intelligence Studio -> Custom Extraction Model - > Project Created -> Label Data -> Train the Model

Afterwards model is created, and I can see it in the Models tab. But still not able to find the publish part.

Answer 1

Hello @GIRISH PATIL ,

As per this documentation in document intelligence there is no publish option, instead of that after training the extraction model you test it via SDK, Api or clicking on Test.

Here it the sample rest api example for testing the custom model.

Make POST request to this endpoint

https://myendpoint.cognitiveservices.azure.com/documentintelligence/documentModels/customModelId:analyze?_overload=analyzeDocument&api-version=2024-11-30&pages=1-2,4&locale=en-US&stringIndexType=textElements

and below is the body.

{ "urlSource": "http://host.com/doc.pdf" }

Next, for above request you will get response with result id URL where you need to make Get request on that URL to get the results.

Please check this Rest API operation for more information.

If above solution helped you, please do accept it and give feedback by clicking on yes and if you have any query let me know in comments or in private message.

Thank you

GIRISH PATIL 20 Reputation points

2025-04-22T07:49:22.7+00:00

Hi Jaya Shankar,

Thanks a lot for your explanation. Now it's clear how to use the model for further analysis of the documents.

Thank You

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How to publish the model created in Azure Document Intelligence? Model is created but not able to find option to publish it.

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