Where is the documentation that covers how to use a custom built document intelligence classifier model

Destin Hebert 10

Destin Hebert 10 Reputation points

2024-01-22T22:23:04.7266667+00:00

I would like to use my custom trained classifier that has been trained in the Document Intelligence studio using the Python SDK.
Konstantinos Passadis 19,381 Reputation points MVP

2024-01-22T22:23:52.4466667+00:00

Hello Destin Hebert

Please have a look:

https://learn.microsoft.com/en-us/azure/ai-services/document-intelligence/how-to-guides/build-a-custom-classifier?view=doc-intel-4.0.0

I hope this helps!

Kindly mark the answer as Accepted and Upvote in case it helped!

Regards
VasaviLankipalle-MSFT 18,566 Reputation points

2024-01-22T23:24:14.09+00:00
Hello @Destin Hebert , if you are using the 2023-10-31 preview then try to install the latest SDK versions. https://learn.microsoft.com/en-us/python/api/overview/azure/ai-documentintelligence-readme?view=azure-python-preview

python -m pip install azure-ai-documentintelligence

Please note that Older API versions are supported in azure-ai-formrecognizer, please see the Migration Guide for detailed instructions on how to update application.
Konstantinos Passadis 19,381 Reputation points MVP

2024-01-22T23:53:03.7633333+00:00

I am sorry, what is wrong in my answer and got reported ? Please explain! I hope it was done by mistake otherwise I can't see a reason to report this answer !
Destin Hebert 45 Reputation points

2024-01-23T16:43:42.9866667+00:00

@Konstantinos Passadis Hello. Many apologies. I am not sure if it was me who reported it but if so it was unintentional. The issue I had was that I was using the wrong version of the sdk for the version of model I had trained in the studio. The issue is resolved now. Thanks!
VasaviLankipalle-MSFT 18,566 Reputation points

2024-01-23T16:47:49.13+00:00

@Destin Hebert , glad to know that your issue is resolved. Please take time in accepting the answer and vote 'Yes' if you feel helpful thanks!
VasaviLankipalle-MSFT 18,566 Reputation points

2024-01-24T22:08:25.28+00:00

@Destin Hebert , please take time in accepting the answer and vote 'Yes' if you feel helpful thanks!
Konstantinos Passadis 19,381 Reputation points MVP

2024-01-28T20:44:41.5+00:00

Hello @Destin Hebert Do you have any feedback on your issue? Kindly mark any answer that helped you as Accepted and Upvote or post your feedback to provide additional help! Regards

1 answer

VasaviLankipalle-MSFT 18,566 Reputation points

2024-01-22T22:46:10.3133333+00:00
Hello @Destin Hebert , Thanks for using Microsoft Q&A Platform.

If you are using the 2023-10-31 preview then try to install the latest SDK versions. https://learn.microsoft.com/en-us/python/api/overview/azure/ai-documentintelligence-readme?view=azure-python-preview

python -m pip install azure-ai-documentintelligence

Older API versions are supported in azure-ai-formrecognizer, please see the Migration Guide for detailed instructions on how to update application.

Here is the GitHub sample code to use a custom classifier model of document intelligence.

I hope this helps.

Regards,
Vasavi

-Please kindly accept the answer and vote 'yes' if you feel helpful to support the community, thanks.
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1 person found this answer helpful.
Destin Hebert 10 Reputation points

2024-01-22T22:50:56.0166667+00:00

Thanks for your help. When I put the model id to the custom classifier into the poller I get the below error. I have verified that I am using the right endpoint and key (it has also been passed into the settings in document intelligence studio).

The base model I am using is 2023-10-31 Preview (page splitting is essential for my project)

The SDK is am using is

azure-ai-formrecognizer==3.3.0

Error in analyze_layout: (NotFound) Resource not found. Code: NotFound Message: Resource not found. Inner error: { "code": "ModelNotFound", "message": "The requested model was not found." }

VasaviLankipalle-MSFT 18,566 Reputation points

2024-01-22T23:36:06.1333333+00:00

Here is the sample Github code make sure the model_Id matches with your classifier model name.

with open(path_to_sample_documents, "rb") as f: poller = document_analysis_client.begin_analyze_document( model_id=model_id, analyze_request=f, content_type="application/octet-stream" )

For example, model_Id="test" in this case.
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Where is the documentation that covers how to use a custom built document intelligence classifier model

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