Azure AI Document Intelligence
An Azure service that turns documents into usable data. Previously known as Azure Form Recognizer.
1,971 questions
1 answer
One of the answers was accepted by the question author.
When will there be Document Intelligence Layout Docker Container 4.0 GA
Hello, Document Intelligence v4.0: 2024-11-30 is now GA! When will there be corresponding Docker Containers (for Layout) to run on-premise?
asked 2024-12-12T12:00:51.5666667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(243.2, 28.999999999999996%, 33%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EWF%3C/text%3E%3C/svg%3E)
Wall Florian [STIWA]
20
Reputation points
commented 2025-03-14T22:32:41.4333333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(294.40000000000003, 76%, 38%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EKK%3C/text%3E%3C/svg%3E)
kushal kaleshwari
1
Reputation point
0 answers
Is there a way to use ground truth text label data to train the custom extraction model?
I'm using a custom extraction model on a dataset of handwritten French marriage records, the dataset has ground truth labels for the text itself. I was hoping to use the form layout labeller to do the segmentation and part separate the fields, then train…
asked 2025-03-14T17:41:55.0533333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(262.40000000000003, 19%, 35%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESO%3C/text%3E%3C/svg%3E)
Sebastião Correia
0
Reputation points
asked 2025-03-14T17:41:55.0533333+00:00
Sebastião Correia
0
Reputation points
1 answer
Extact Hyperlink in azure document intelligence ai
Hello everyone, I wanted to ask whether it is possible to also extract and show the url of hyperlinks in the markdown generated by Azure document intelligence ai. I can only see the text the link is embedded into but I want also to fetch the url. Thank…
asked 2025-03-14T12:34:51.9+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(86.4, 52%, 18%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ETA%3C/text%3E%3C/svg%3E)
Taghizadegan Amir
0
Reputation points
answered 2025-03-14T17:39:37.11+00:00
Suwarna S Kale
1,281
Reputation points
1 answer
One of the answers was accepted by the question author.
How to get a MS Read like OCR result from Document Intelligence Custom Extraction Model
I am looking to see if it is possible to when calling a Document Intelligence get not only the response from the custom model that we are looking for, but also get a MS Read type response to be able to create an entire "Text Layer" on a…
asked 2025-03-11T12:36:49.76+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(89.60000000000001, 49%, 18%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESJ%3C/text%3E%3C/svg%3E)
Spisak, Josh
20
Reputation points
accepted 2025-03-14T12:05:38.86+00:00
Spisak, Josh
20
Reputation points
0 answers
Some part of the text is not recognizing in the API version 2024-11-30 while using Azure Document Intelligence Custom Extraction Model
I am using Azure Document Intelligence and Custom extraction model. I have trained a couple models and when I try with a pdf document and "Run Analysis", It wont read some part of the text. I am using an API version 2024-11-30. But its working…
asked 2025-03-12T15:08:21.5233333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(144, 77%, 23%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ERS%3C/text%3E%3C/svg%3E)
Rajesh Sreenivasan
0
Reputation points
commented 2025-03-14T11:02:44.62+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(124.80000000000001, 17%, 22%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EPP%3C/text%3E%3C/svg%3E)
Pavankumar Purilla
4,755
Reputation points Microsoft External Staff
0 answers
How to get azure document intelligence analyze result using REST API?
I am using Document Field Analyzer service in Azure AI Foundry. I have successfully built a model and tested it. Now I want to consume this resource using REST API. Here is the cURL (post): curl --location…
asked 2025-03-14T06:16:10.8966667+00:00
Muzib
21
Reputation points
edited a comment 2025-03-14T08:22:47.6533333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(153.6, 52%, 24%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJS%3C/text%3E%3C/svg%3E)
JAYA SHANKAR G S
1,300
Reputation points Microsoft External Staff
1 answer
Training Custom Extraction Model in Azure AI Document Intelligence for Medical Data
Seeking advice on effectively training a custom extraction model in Azure AI Document Intelligence, specifically for analyzing cancer treatment documents. The model is designed to extract key data such as chemotherapy received, radiation sites and…
asked 2025-03-10T20:53:37.26+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(150.4, 23%, 24%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMS%3C/text%3E%3C/svg%3E)
Mike Schuckenbrock
0
Reputation points
commented 2025-03-14T07:53:38.77+00:00
Prashanth Veeragoni
1,270
Reputation points Microsoft External Staff
1 answer
apim-request-id: 1623e26a-052c-43fd-b370-f035f408f736
I am trying to use the document intelligence to extract text from a pdf file. The process seem to be trying for a few minutes and then throws the following error: InternalServerError An unexpected error occurred. Please submit support request with…
asked 2025-03-11T10:16:55.0533333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(220.8, 87%, 31%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESC%3C/text%3E%3C/svg%3E)
S Chauhan
5
Reputation points
answered 2025-03-14T07:09:09.33+00:00
Prashanth Veeragoni
1,270
Reputation points Microsoft External Staff
1 answer
Need some details about the Azure Custom Classifier
Hi all, So I have been using up azure custom classifier for a while now and i have few doubts regarding a bunch of things Training the model using API - Have been uploading documents using console but uploading and labelling bulk documents via console…
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(3.2, 94%, 10%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EBG%3C/text%3E%3C/svg%3E)
1 answer
Document Intelligence API returning incomplete KeyValuePairs (incorrectly detected)
Hello all. I have a scanned PDF which is correctly extracted to text by AI Document Intelligence, but an existing string that appears in its pages 1 and 2 (a string that is correctly extrated to text from both pages) only appears one time in the…
asked 2025-02-24T17:41:47.99+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(204.8, 47%, 29%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESR%3C/text%3E%3C/svg%3E)
Sergio Ricardo de Freitas Oliveira
0
Reputation points
commented 2025-03-13T21:03:57.11+00:00
Sergio Ricardo de Freitas Oliveira
0
Reputation points
0 answers
How to identify strikethrough word in a PDF using Custom Extraction Model
I am using Azure Document Intelligence and Custom extraction model. I have trained a couple models and I am trying to get all data from a PDF document. In the document, a couple of words has strikeout. While reading the text, line by line, Is there any…
asked 2025-03-12T20:19:31.93+00:00
Rajesh Sreenivasan
0
Reputation points
edited a comment 2025-03-13T17:31:18.8033333+00:00
Rajesh Sreenivasan
0
Reputation points
1 answer
Using document_intelligence_client.begin_analyze_document returns Session.request() got an unexpected keyword argument 'body'
When I'm trying to use the following script: # Open local file in binary mode with open(file_path, "rb") as f: poller = document_intelligence_client.begin_analyze_document( model_id="prebuilt-layout", …
asked 2025-03-07T17:16:00.8233333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(124.80000000000001, 97%, 22%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMJ%3C/text%3E%3C/svg%3E)
Maxime Jack Raymond Jens Cara
0
Reputation points
commented 2025-03-13T14:18:59.4766667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(281.6, 88%, 37%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESA%3C/text%3E%3C/svg%3E)
Saideep Anchuri
4,110
Reputation points Microsoft External Staff
0 answers
Document is not able to read correctly using Document AI intelligence
Hey Guys, Document is not able to read correctly using the Document AI intelligence. I observed during the reading of the document that it is reading vertically instead of horizontally line by line. Please refer the image for the reference.
asked 2025-03-10T09:40:25.9266667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(163.2, 41%, 25%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMK%3C/text%3E%3C/svg%3E)
Mohsin Khan
0
Reputation points
commented 2025-03-13T10:13:34.4933333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(166.4, 22%, 26%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESC%3C/text%3E%3C/svg%3E)
SriLakshmi C
3,250
Reputation points Microsoft External Staff
1 answer
One of the answers was accepted by the question author.
Can I use a custom extraction model to detect signatures from ID documents?
Hello, I attempted to train a custom extraction model to detect signatures from various types of identity documents, such as IDs, passports, and driver's licenses. I trained the model with 100 documents, but when I tested it, it did not work—even on…
asked 2025-03-10T08:48:53.4066667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(64, 93%, 16%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EDV%3C/text%3E%3C/svg%3E)
Dalla Verde, Giada
40
Reputation points
edited an answer 2025-03-13T09:44:25.7066667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(204.8, 15%, 29%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMM%3C/text%3E%3C/svg%3E)
Manas Mohanty
1,850
Reputation points Microsoft External Staff
2 answers
One of the answers was accepted by the question author.
Issue with Data Overlap Between Projects in Azure Document Intelligence
Problem Statement: I'm experiencing an issue in Azure Document Intelligence where labels and files from one project are appearing in another, even though both projects are created under different Document Intelligence services. Key Details: Both…
asked 2025-03-11T08:08:53.5866667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(262.40000000000003, 67%, 35%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAB%3C/text%3E%3C/svg%3E)
Abhishek Bachhav
20
Reputation points
commented 2025-03-13T06:50:06.4466667+00:00
Abhishek Bachhav
20
Reputation points
1 answer
Disable selection mark identification while using doc intelligence layout model
It seems like the layout model is incorrectly interpreting the letter "O" as a selection mark => unselected, and it's also marking some items as selected by mistake. How can I disable the selection mark identification to prevent this…
asked 2025-03-11T21:12:43.1733333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(102.4, 57.99999999999999%, 19%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EHL%3C/text%3E%3C/svg%3E)
Hongqian Li
20
Reputation points
answered 2025-03-13T01:48:56.2066667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(6.4, 20%, 10%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EKS%3C/text%3E%3C/svg%3E)
kothapally Snigdha
1,715
Reputation points Microsoft External Staff
0 answers
Document Intelligence Studio | deploy / import models with CI/CD
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!
asked 2025-02-13T13:27:23.5466667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(41.6, 60%, 14%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ERJ%3C/text%3E%3C/svg%3E)
Richard Jackson
71
Reputation points
commented 2025-03-12T10:12:18.0033333+00:00
Richard Jackson
71
Reputation points
2 answers
Document Intelligence Custom Extraction Model Merging Cells and Unexpected Behavior
When encountering certain files, Document Intelligence behaves oddly. I've labeled tables from PDFs and trained the model, but it's behaving strangely on some files, even though they were included in the training data. Specifically, Document Intelligence…
asked 2024-04-30T15:22:35.8566667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(281.6, 79%, 37%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESU%3C/text%3E%3C/svg%3E)
Syed Umair Hasan
130
Reputation points
edited an answer 2025-03-12T07:33:44.9233333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(208, 70%, 30%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ERK%3C/text%3E%3C/svg%3E)
Rahees Khan
0
Reputation points
1 answer
Azure Document Analysis - Pre-Built Invoice model
Hi, We are thinking to use Azure Document Intelligence pre built invoice model and one of our use case is we can have a single document with multiple different invoices pages with different invoice id's but the analysis output fields is extracting…
asked 2025-03-11T09:32:27.9633333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(115.19999999999999, 56.00000000000001%, 21%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMM%3C/text%3E%3C/svg%3E)
Maddu, Murali P. (TR Technology)
0
Reputation points
answered 2025-03-11T15:22:48.1466667+00:00
Saideep Anchuri
4,110
Reputation points Microsoft External Staff
2 answers
why is the 1040 prebuilt only reading a couple of lines from my example?
So when I tried the prebuilt 1040, it could only read at most 4 lines. I even used the add on to see if that improves but nothing. How is anyone using this where the results are so bad? Since is a prebuilt model there is nothing I can do. It would be…
asked 2025-03-01T16:01:17.1966667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(217.60000000000002, 23%, 31%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EPN%3C/text%3E%3C/svg%3E)
Pauline Nguyen
0
Reputation points
commented 2025-03-11T00:58:57.2066667+00:00
Prashanth Veeragoni
1,270
Reputation points Microsoft External Staff