How to query an invoice pdf file using Azure Docuement Intelligence ?
Hi, I have an use case to extract few fields from the invoice documents. The format of the invoices is not the same for all. Is there any way to query the pdf document using Azure Document Intelligence or any other AI tool? Thanks
Azure AI Document Intelligence

Long running operation failed in azure AI document Intelligence
Hi, I am using the AI Foundry portal and created a model named LLM05062025 on 05/06/2025. The model ran successfully on 03/07/2025, but on the night of 04/07/2025, it failed to run and returned the following error: "Long running operation…
Azure AI Document Intelligence
How to deal with 500 errors on Azure Document Intelligence APIs
We encountered several errors like this: File "/home/app/azure/core/polling/base_polling.py", line 803, in run raise HttpResponseError(response=self._pipeline_response.http_response, error=err) from err azure.core.exceptions.HttpResponseError:…
Azure AI Document Intelligence
AZURE Document intelligence AIPI (Markdown)
Previously, I was able to retrieve markdown from documents using the API version 2024-11-30 (4.0 General Availability). However, in the currently active API service, the markdown API suddenly fails to return any results. i couldn't get any result.
Azure AI Document Intelligence
Form-Recogniser Layout - Paragraphs not in order
Hi, My firm is utilising the Azure Document Intelligence form-recognizer layout, specifically the Dockerized solution. I am talking about this Docker image: mcr.microsoft.com/azure-cognitive-services/form-recognizer/layout-3.1:latest. It's being used to…
Azure AI Document Intelligence
What model to use from AI Foundry for Document Intelligence?
Hello, I would like to use AI Foundry for data extraction from documents. Which model should I use? "Azure-AI-Document-Intelligence" or Phi3/3.5/4 or any other model? Is "Content understanding" available for usage in production…
Azure AI Document Intelligence
How can we manage documents in privacy-sensitive domains when dealing with clients located in EU (GDPR)?
Hello, How can we manage documents in privacy-sensitive domains when dealing with clients located in EU (GDPR)? Used Azure services are: Document Intelligence and AI Foundry. We're interested in knowing: where are the documents stored when…
Azure AI Document Intelligence
What is Azure Document intelligence?
How can i use document intelligence to capture custom forms that are scanned in. I want to use optical character recognition to pull fields.
Azure AI Document Intelligence

How to Pass Document Images to Azure AI Agent without Using SAS URLs?
I'm building a solution using Azure AI Studio Agents + Prompt Flow. My use case involves: A user uploads a document image (JPEG/PNG) from a Streamlit app. I use a Prompt Flow tool that processes the image (base64) using Azure Document Intelligence and…
Azure AI Document Intelligence
Azure Ai Document Intelligence on local .PDF file with powerautomate desktop
Hi! Hoping someone can help me here with a little problem i have. I'm using Azure Ai Document Intelligence with PowerAutomate and it work great on a online file (Using the Document/URL Parameter) But if i have a file locally (EX:C:\Temp\Test.pdf) i don't…
Azure AI Document Intelligence
Deleted A Model in Azure AI Document Intelligence Named ("revcorPurchaseOrders"). Now I can't used this same name when copying another model and save as same name as deleted model.
Deleted A Model in Azure AI Document Intelligence Named ("revcorPurchaseOrders"). It is successfully deleted and not showing in model list now. Want to Copy another Model ( "revcorPurchaseOrders_backup1") and reuse Deleted Name…
Azure AI Document Intelligence
How to enable Markdown feature in Azure Prebuilt Layout v3.1 model ?
Hi Team We have access to v3.1 of Azure Layout model but could not find support for a uri parameter like outputContentFormat that is available in v4.0. Can you please help us in how to enable same feature in v3.1 layout model ? I believe if we somehow…
Azure AI Document Intelligence
Get error 503 calling FormRecognizer service to parse documents
Get error 503 calling FormRecognizer service to parse documents. And what is frustrating is the service health in Azure does not show a problem. Region: eastus API Version: Azure AI Document Intelligence 2024-11-30 Model: Custom Extraction
Azure AI Document Intelligence
Azure Custom Classification Model - How set "split mode" with Python?
I have created a Custom Classification Model using Azure Document Intelligence Studio that works fine. But it classifies page by page of a document and I would like to get just one classification for the whole document. The Document Intelligence Studio´s…
Azure AI Document Intelligence
InternalServerError during document processing on Document Intelligence Service
During an attempt to read document data (via Postman) in the Document Intelligence service: …
Azure AI Document Intelligence
Azure Document Intelligence API Version 2024-11-30 is taking more than 30 minutes for analysis.
Azure Document Intelligence API Version 2024-11-30 is taking more than 30 minutes for analysis. It is behaving like this from more than 1 hour
Azure AI Document Intelligence
503 Service Unavailable - Document Intelligence
Apologize in advance if the child tag is incorrect, couldn't find the right one. My custom classifier deployment in East US has been returning consistent 503 Service Unavailable and no healthy upstream responses since this morning. This is reproducible…
Azure AI Document Intelligence

Batch analyse is slow and seems to not generate PDF with OCR
Hi, We are trying to use Document Intelligence Batch Analyze in our document OCR workflow. But we were unable to use the PDF generation feature on this option we tried the following C# code so that it would be created. string MODEL_ID =…
Azure AI Document Intelligence
Azure Document Intelligence deployment: Resource name shows "X" despite following naming rules
I'm currently setting up the Azure Document Intelligence (Form Recognizer) platform . During deployment, I'm encountering issues when trying to create Azure resources — specifically the Storage Account and Form Recognizer instance — where the name fields…
Azure AI Document Intelligence

Why is the Custom Extraction Model combining two fields that are no where near each other?
We currently use our custom extraction model to read purchase orders in our live production environment. We routinely train and test the model with various purchase order formats. Lately, we've consistently seen Azure trying to combine customer material…
Azure AI Document Intelligence
