Azure AI Document Intelligence
An Azure service that turns documents into usable data. Previously known as Azure Form Recognizer.
1,368 questions
Issue with "prebuilt-invoice" Model in Document Intelligence for 'Freight' keyword Field Extraction
![](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, 85%, 18%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAM%3C/text%3E%3C/svg%3E)
Akhileshwar Mishra
20
Reputation points
Hi Azure Team,
I am having an issue with a "prebuilt-invoice" Model for "Freight" keyword field extraction in Document Intelligence.
If we perform Run Analysis on an invoice in Form Recognizer Studio, i can see the Freight field is not labelled although it is present in Raw Result section Tab.
Do we have some resolution for this issue other than opting a Custom model for this. I don't want to create a Custom model for this since all other field is read/extracted correctly.
We are using Azure.AI.FormRecognizer 4.1.0.
Thanks
{count} votes
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![](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(22.400000000000002, 11%, 12%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ERM%3C/text%3E%3C/svg%3E)
Ramr-msft 17,616 Reputation points2023-11-16T14:21:07.7766667+00:00 Akhileshwar Mishra Thanks for the question, Can you please share the document to check. Can you try with the prebuilt-document.
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Akhileshwar Mishra 20 Reputation points
2023-11-16T18:55:41.0133333+00:00 Hi @Ramr-msft
Please find the document attached.
Note- I was facing an issue with attaching invoice with pdf extension, so i changed the extension to ".log" just for attachment. Please change the extension back to '.pdf' after you download the invoice to see the document.
You can see >> Freight: $14.00 is present at the bottom of the invoice document.
I have used the https://documentintelligence.ai.azure.com/studio/prebuilt?formCategory=invoice&formType=invoice
to run analysis for the invoice and but it is not lebelling "Freight" field as shown in screenshot below. -
Akhileshwar Mishra 20 Reputation points
2023-11-17T12:36:21.49+00:00 @Ramr-msft
I performed Run Analysis on my invoice with "query fields" enabled-added 'Freight' field in query and it picked-up well (screen shot). This option is available in API 2023-10-31 ( Preview).
Not sure if this feature would be available in Azure.AI.FormRecognizer (4.1.0) SDK, which i am using?
document https://documentintelligence.ai.azure.com/studio/prebuilt?formCategory=invoice&formType=invoice -
Ramr-msft 17,616 Reputation points
2023-11-20T11:19:04.67+00:00 Akhileshwar Mishra Thanks for the details, Will be available in SDK, Please keep checking the following for further updates in Azure Document Intelligence.
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Akhileshwar Mishra 20 Reputation points
2023-11-20T11:51:19.33+00:00 I verfied and found that Query fields are available with the
2023-10-31-previewrelease.But 4.1.0 SDK version still at API version 2023-07-31 per table below; Can you please let me know, when can i expect this support in SDK? Thanks
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Akhileshwar Mishra 20 Reputation points
2023-11-20T11:56:33+00:00 @Ramr-msft I verfied and found that Query fields are available with the
2023-10-31-previewrelease.But Azure.AI.FormRecognizer (4.1.0) SDK is still supported by API version 2023-07-31, we need to wait i guess for the new version of SDK?
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Ramr-msft 17,616 Reputation points
2023-11-21T05:11:05.02+00:00 Akhileshwar Mishra Thanks for the details, Yes, I have forwaded to the team and will be supported in the near future. Currently we don't have any ETA.
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![](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(275.2, 13%, 36%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EBP%3C/text%3E%3C/svg%3E)
Brett Parkhurst 21 Reputation points2024-01-26T18:13:45.6966667+00:00 Hi, Akhilesh is my colleague and I want to get more clarification on this. Freight is a major component of an invoice and I don't understand why the base invoice model does not try to recognize Freight as part of the default processing.
Shouldn't Freight be a standard field picked up by the recognition for an invoice?
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![](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(51.2, 91%, 14%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ELW%3C/text%3E%3C/svg%3E)
Lance Wulfers 0 Reputation points2024-03-27T20:46:09.8966667+00:00 Any updates? This is impacting our use of the AI based invoice processing. There are several fields that are on normal invoices that the prebuilt templates do not handle. The Query Felds would be the way to handle it, but since the SDK does not support it, it is useless to us at this time....
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