Unstructured Document Processing with Power Apps and AI Builder

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Sometimes we have some unstructured documents in place. What if we want to process our unstructured document and want to grab useful information from it? Microsoft AI Builder Document Processing Model helps you to achieve your need! During this video, we will learn how we can perform Unstructured Document Processing with Power App and AI Builder! Here, we have taken an example of Real-Life use case where we can Process some Rental Document Processing Power Apps. We will train our Unstructured Document Processing Model with some sample Rent Agreements. Then we will consume the same AI Builder Unstructured Form Processing model to Power Apps. Let's check the step-by-step process in depth.
Key Takeaways:
1. Unstructured Document Processing Model with Power Platform AI Builder
2. Process Unstructured Documents with Power Apps and AI Builder
3. Best Practices for Tagging in Unstructured Document Processing
4. Train Unstructured Document Processing AI Model
5. Use Unstructured Document Processing Model in Power Apps
6. Document Processing - AI Builder
Chapters:
00:00 Start
01:40 Power Apps to Process Unstructured Documents
02:39 Get Started with Document Processing AI Builder Model
03:12 Unstructured and Free Form Document
03:30 Define Fields for Extraction
04:19 Upload Documents
05:17 Tagging Techniques for Document Processing with AI Builder
05:43 Tag words separated in two lines
06:28 Tag Consecutive Words
06:42 Tag Words from different Paragraph
08:24 Tagging Documents
10:00 Tag Unavailable Documents
10:52 Model Summary
11:03 Train Model
11:37 Quick TEST
12:15 Publish Model
13:00 Consume Document Processing in Power Apps
13:40 Connect Document Processing Model in Power Apps
16:13 Extract Value from AI Builder Model and Populate in SharePoint List
17:38 Test App
18:25 Summary of Power Apps
19:07 Subscribe!!
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Опубликовано:

10 июл 2024

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Комментарии : 35

@johng5295 Год назад

DHRUVIN, thanks in a million. This content is second to none! Very well explained, and easy to follow. This is the nth time that I am revisiting your youtube video in full. Great content. Awesome. Very well explained. I couldn't find this explanation--simply put anywhere else. “Great teachers are hard to find”. Grade: A++

@arzanpatel 2 месяца назад

Subbed mate. This type of content is incredibile. Love from Australia

@zaldyconde4248 2 года назад

Thank you so much Dhruvin. This is a great video and this is what I'm waiting for.

@iamdhruvinshah 2 года назад

Thanks

@Reedcarlton Год назад

Thank you great video I was looking for this!

@yuvrajjadhav1506 10 месяцев назад

Bro you great thank you so much this video very informative, after long search got this hats off

@anapaola8373 Год назад

Awesome, thanks!

@EmanuelBishere Год назад

good stuff - thanks!

@ritukumari1140 Месяц назад

Hi @Dhruvin shah does the unstructired model gives a confidence score???

@mayurimadane5036 10 месяцев назад

Great video bro

@fanzfanzilla Год назад

Hello Dhruvin, thank you for the video and showing how to use AI builder model with Power Apps. Is there a way to train model on unstructured text data and extract specific information from the sentence by applying NLP.

@moimeme6033 11 месяцев назад

Excellent, Dhruvin! Instead of selecting one file to be analyzed, is there any way to select multiple files in order AI Builder can analyzed them?

@ahiqtidar 3 месяца назад

A great video, Dhurvin as always. Imagine a use case, where I have 100 invoices and I want to do all of them rather one by one uploading them in app. Is there a way to achieve it

@user-xt5uh4iq3q 4 месяца назад

Hi, Could you please let me know how much time will the unstructured document processing model takes to train once the tagging is completed ?

@aysanhaghani5271 2 года назад

Thank you so much for this video! for the Premium connector on the app can we use a service account ( or per app license)?

@iamdhruvinshah 2 года назад

You can choose from Per User or Per App Licensing!

@VikasKottari 2 года назад

Super

@sugandhabaruah6564 Год назад

Hi Dhruvin, Really nice content on dealing with unstructured documents using Power App. However, I wanted to know if there's a possibility that after analyzing the PDF, once the form is filled can that form be saved and downloaded? Thanks, Sugandha

@rajum5453 2 года назад

Thanks for the video, please explain how do we deploy our model to other org in the next video of this series

@iamdhruvinshah 2 года назад

Sure.. I will try to cover it!!

@VinayKumar-ky8wh Год назад

Hi Reza, When an approval request comes through flow ,,, I need to give the approval responses in the Power app How do I connect the approval action to power apps?

@user-cc4cj4vc5k 6 месяцев назад

Amazing content. I’m having trouble figuring out how to do my tagging I my unstructured doc. I’m a trying to track work events that are posted on a pdf document. The document has multiple events in one document for the same date. So for example. January 1 has 23 events with different locations and different employees attending with their own start time to end time. How would you do this tagging to prepare it for a flow that adds it to a sharepoint list. The process continues on a daily basis where as much as 5 documents are received with their own events and their own employees. The number of events per document are not always the same. Any given documents can fluctuate between 1 event To as much as 60 events.

@VinayKumar-ky8wh Год назад

Hi , When an approval request comes through flow ,,, I need to give the approval responses in the Power app How do I connect the approval action to power apps?

@RKTECH1021 Год назад

Hi Dhruvin Great video. I would like to capture pdf data to sql table and then push it to power bi. Do you have video for that or any link that you can provide ? That would be awesome. Thank you so much

@srv158 Год назад

Hi Dhruvin, My use case is to run an AI model in Power automate flow. However the user needs to add the PDF sample file (on which AI model needs to work) in power apps. Power Automate V2 trigger where Sample File Will be uploaded from Power Apps. This Sample file will be fed in an AI extractor for extracting data. However I am getting following error. Pls help how to solve this issue. {"operationStatus":"Error","error":{"type":"Error","code":"InvalidPredictionInput","message":"The base 64 binary content is missing for input single","properties":{"BackendErrorCode":"InvalidInferenceInput","DependencyHttpStatusCode":"400"},"innerErrors":[{"scope":"Record","target":"single","code":"InvalidRecord","type":"Error","properties":{"MlIssueCode":"InvalidRecord","MlIssueTarget":"single"}}]}}

@paulplasencia5572 7 месяцев назад

Hola, muy buen video, porfa podrías compartir tus archivos no estructurados?

@rameshbabuc5981 3 месяца назад

Thanks Dhruvin, Is it possible to read table rows content continuing from Page 1 to page 2. My use case is below I need to extract information in tabular format from order confirmation pdfs received. Each pdf has multiple items and each item will have a Name, description, Vendor and delivery date. So the table will have four columns: Name , description, Vendor, Delivery Date with each row representing an item. The problem arises when some details for an item are present at the bottom of one page and the remaining details are on the next page. Example : Description in the table continuing in the page 2 from page 1 bottom , So unable to tag these rows which is continuing from page 1 to page 2. For example: if this is the pdf -----some text-------------------------------------------- -----some text--------------------------------------------- code: 1 description: this is first item Vendor: XYZ1 delivery date: 12.01.2024 code: 102 description: this is second item Vendor: XYZ2 delivery date: 13.01.2024 code: 103 description: this is third item -------page 1 ends here--------- -------page 2 begins here-------- description(Continuing from Page): this is third item Continuing Vendor: XYZ3 delivery date: 14.01.2024 code: 104 description: this is fourth item Vendor: XYZ4 delivery date: 15.01.2024 code: 105 description: this is fifth item Vendor: XYZ5 delivery date: 16.01.2024 ---------some text here-------------------------------- ------------------------------page 2 ends---------------------- ------------------------------pdf ends---------------------------- The document cannot be tagged correctly using custom model when page 1 content - Description is continuing on Page 2 . For the above document, the tagged tables look like this Code Description Vendor Delivery Date 101 this is first item XYZ1 11.01.2024 102 this is second item XYZ2 12.01.2024 103 this is third item XYZ3 13.01.2024 Code Description Vendor Delivery Date Some text are continuing from page 1 104 this is fourth item XYZ4 14.01.2024 105 this is fifth item XYZ5 15.01.2024

@arzanpatel 2 месяца назад

Dont know if anyone answered tihs, but you can use the second tagging method Select all the rows in the first column on the first page, and tag it as "Code", then move over the second page, select those rows, and in the tag box, state continue tagging as "Code"

@vanshikawaghela3420 Год назад

I would like to know where I can find the materials for this video. Please share the link with me.

@andresfelipeanaconachavarr7013 Год назад

seria mejor que lo explicaras paso a paso graciass

@garimatewari2212 Год назад

I dont see the link of your github repositories

@user-nu3om4qv1d 10 месяцев назад

yes i need link to download .. please provide

@12vLife Год назад

Say we have 1000 documents with pages of data each in a folder and I want to find the most relevant document based on a users question and then answer the users question based on that one document? Is this possible with AI builder and not having to use something like Azure Cognitive Search?