Azure AI DocumentIntelligence problem with resource.

Question

Hello,

I'm using the Python SDK for azure-ai-documentintelligence version 1.0.0b2. I'm getting a 404 error when I call the api with my key and endpoint credentials, which i'm certain are correct (no typos).

In my code, I have a property method called result, it should return an AnalyzeResult instance obtained from the document intelligence api. The 404 error is happening with the call to begin_analyze_document().

I'm lost on what the issue is here. I'm certain my key and endpoint are matching exactly what I have for my resource in the azure portal, and can confirm it is a document intelligence resource. I believe the model_id = "prebuilt-read" arguement for begin_analyze_document() is valid. I also tried running this with model_id = "prebuilt-layout" and still get a 404. Would anyone be able to help me troubleshoot this further, am I missing something? Maybe it's an issue with my AnalyzeDocumentRequest instance for the analyze_request arguement?

Help would be much appreciated.

Answer 1

@Thomas Barbieri Welcome to Microsoft Q&A Forum, Thank you for posting your query here!

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We have a SDK - API version relationship table in this doc: Azure AI Document Intelligence client library for Python | Microsoft Learn

It just have 1.0.0b1 and 1.0.0b2 for now, will add the rest mapping in next release.

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In azure-ai-documentintelligence "1.0.0b3", we target to REST API 2024-02-29-preview. You can't use later REST APIs with this package. To use REST API 2024-07-31-preview, please update Python SDK to "1.0.0b4" and no need to pass the parameter "api_version".

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Action Plan:

Please remove / uninstall the existing 1.0.0b2 package and upgrade your azure-ai-documentintelligence python package to 1.0.0b4

pip install azure-ai-documentintelligence==1.0.0b4

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You can leverage the samples for using pre-built models shared here:

https://learn.microsoft.com/en-us/python/api/overview/azure/ai-documentintelligence-readme?view=azure-python-preview#using-prebuilt-models

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Hope this helps. If you have any follow-up questions, please let me know. I would be happy to help.