How to use Microsoft Azure AI Document Intelligence

In this learning path, you'll see how Azure AI Document Intelligence solutions can enable you to capture data from typed or hand-written forms.

You'll also learn how to build a solution for your custom form types and integrate that solution into an Azure Cognitive Search pipeline. You'll learn 5 parts of this tool:

1. Design a solution that analyzes your business forms by using Azure AI Document Intelligence.
2. Create a solution that analyzes common documents by using Document Intelligence.
3. Create a solution that analyses different custom form types by using Document Intelligence.
4. Include an Azure AI Document Intelligence service as a custom skill in an Azure Cognitive Search pipeline.
5. Get started with Document Intelligence Studio

Form Recognizer: Get intelligence from scanned forms
Extract information from forms & images
Make sure to login into Azure
Operations (over pdf or image):
Analyze Business Card (Get Analyze Business Card Result)
Analyze ID Document Analyze Invoice Analyze Receipt
Custom Form: Design & extract key-value pairs, tables, and semantic values from custom documents - pdf or image

Document Intelligence Studio is a web-based tool designed for visually dissecting, comprehending, refining, and incorporating functionalities into your applications. With its user-friendly interface, you can effortlessly extract crucial information from documents or develop personalized models without the need for coding expertise.

Azure AI Studio consolidates various tools including Azure OpenAI, Machine Learning, and an array of AI services such as speech and vision into a centralized platform. With Azure AI Studio:

- I possess the capability to deploy and test AI models seamlessly leveraging Azure OpenAI services.
- I have the flexibility to incorporate custom data sources, be it databases, files, documents, or web addresses, to enhance prompting.
- I can establish prompt flows resembling a flow chart, enabling heightened customization for model behavior and functionality.
- I can seamlessly integrate content safety filters to mitigate potential issues or harm based on the nature of the solution being developed.
- I am empowered to amalgamate multiple AI capabilities to craft sophisticated generative AI solutions.

#microsoft #azure #openai
#DocumentIntelligenceStudio #DataExtraction #NoCode #CustomModels #ApplicationIntegration #VisualExploration #DocumentUnderstanding

[akashsalmuthe]

Thanks for a great Video!!
Any reference or documentation for how to train the custom model in DIS using python SDK?

[Ishi]

What do we have to do after creating it and adding keys?