Content Comprehension: The model stopped returning values and now only outputs data types
Hi, I’m using Azure AI Services – Content Comprehension with a custom analyzer to extract structured data from invoice PDFs. Until recently, the API was correctly returning the values for each field (for example: CompanyName, InvoiceNumber, TotalAmount,…
Azure AI Document Intelligence
Can we train "sentiment analysis and opinion mining" to go beyond mood
We are successfully using Azure AI to classify and extract fields from documents. Not sure if it's possible to extend the sentiment analysis feature by training to use the sentiment labels (neg, neutral, pos) for specific analysis. As an example, we'd…
Azure AI Document Intelligence
Help with post processing raw OCR data from document intelegence
When I use document intelligence to OCR a pdf the results from Azure show a perfect table with all data in the correct columns. But when i down load the JSON file and then try and parse the data it is very messy and has data split in to different…
Azure AI Document Intelligence
Is there a way to train the model to look at specific regions when it cannot identify checkboxes through the standard "Run layout"?
I am training a custom model to identify whether checkboxes are checked. Sometimes the checkbox outline is too light for the model to recognize after running "Run layout." Is there a way to train the model to look at a specific region and…
Azure AI Document Intelligence
Content Understanding (Prebuilt Invoice model) -- keyValuePairs missing
In Content Understanding (Prebuilt Invoice model), as per the documentation (link provided below), keyValuePairs is part of the output JSON response. However, when I tested it, I did not see keyValuePairs in the output…
Azure AI Document Intelligence
How to fix Azure AI Document Intelligence containers hanging ?
I have installed and running Azure AI Document Intelligence containers. When I analyze a custom document, the API returns a "running" state even though the docker logs showed it is finished. Appreciate if someone could enlighten and advise.
Azure AI Document Intelligence
detail about developer access
i want to test the document intelligence for that its asking credit card details is it any developer option is there where we can test without giving our credit card details
Azure AI Document Intelligence
Service unavailability - Document Intelligence and Custom Vision AI
Hello, There was intermittent service availability during the 17th of December for both Document Intelligence and customvsion.ai. There was no outage reported. Why is so? What is the solution for such situations? Best, Andrei Pruteanu SenseTask
Azure AI Document Intelligence
Issues when using Document Intelligence
When using the prebuilt-layout model to extract data from a .pdf file, regardless of how many pages the document contains, the output always includes only two pages. As a result, the remaining pages of the document are missing from the response. I am…
Azure AI Document Intelligence
Submit document blob path to Azure Document Intelligence service?
I'm using the Azure AI Document Intelligence Python SDK (azure-ai-documentintelligence) to analyze documents stored in Azure Blob Storage. My current workflow involves: Downloading the document from Blob Storage to my application For large documents…
Azure AI Document Intelligence
Optimizing requests to Azure Document Intelligence (prebuild-receipt model)
Hi, I have a pretty standard use case for the Document Intelligence AI, in that I want to parse table data (like the cost items with their price and quantity, restaurant name, date, total sum) from receipts. Currently the request is taking around 6-7…
Azure AI Document Intelligence
I would like to set up a support ticket for microsoft azure.
I need help ensuring training is accurate and exporting my finished models.
Azure AI Document Intelligence
Custom extraction model - page range no longer working. Returns results from p1
I am using a custom extraction model (API version 2024-11-30) on a pdf with multiple orders, with one order per page. I use the Pages parameter via a logic app to pass the relevant page, (or in the UI, Analyze options -> Page Range specifier), which…
Azure AI Document Intelligence
OCR accuracy regression since November 2024? Base model changed?
Hello everyone, I'm experiencing a significant degradation in OCR accuracy on Azure Document Intelligence since mid-November 2024, and I'm wondering if anyone else has encountered the same issue. Context: I have a custom model trained to extract data…
Azure AI Document Intelligence
Anyone getting good results using Document Intelligence AnalyzeBatchDocumentsAsync()?
I've done a few batch runs using the 'prebuilt-read' and 'prebuilt-invoice' models and have encountered extremely poor results. The batches consist of anywhere from 100 to 350 relatively small pdf files (~50 KB). Within the batches, some of the…
Azure AI Document Intelligence
Labeling in Azure AI Content Understanding Studio
Azure Content Understanding recently went to GA and one of the new ways to use it with GA API is the Content Understanding Studio. According to the documentation, it's also the only offering that supports in-context learning with data labeling…
Azure AI Document Intelligence
API calls changed behaviour in Parallel situations
I am using Document Intelligence with a custom extraction model to extract (and later process) data from multi page PDFs. A durable function is orchestrating an activity function and adding a task for every page of these PDFs (using the uri and adding…
Azure AI Document Intelligence
ModelNotFound error
Hello, I have created a custom extraction model, labeled the fields, trained it and tested it, however when I am calling the API I am getting the following error: HTTP/1.1 404 NotFound ms-azure-ai-errorcode: NotFound x-ms-error-code:…
Azure AI Document Intelligence
Content Understanding - Json Issue for invoice Data Extraction
Hi Team, we noticed Document understanding - json response for Invoice template - it extract billing address and value address. however, this valueAddress is missing in content understanding. "valueAddress": { …
Azure AI Document Intelligence
Prebuilt OCR model for health insurance cards is not extracting fields
Hello, Our team has been using a prebuilt OCR model to extract data from health insurance cards, but it has stopped working for us recently. We're receiving a 504 Gateway error and the model isn't functioning on the Document Intelligence Studio. We've…