Document Intelligence

Question

We have a requirement where we will store documents in Azure blob storage, we would like to implement a solution where our users can choose some of the documents and ask questions, based on the selected documents results has to come. Is there any product in Microsoft for this kind of functionality.

Let us know if you would like to have more information.

Answer 1

Hey BIGWORKS Support,

Thank you for reaching out on the Microsoft Q&A.

It sounds like you're looking for a way to implement a solution using Azure where users can select documents stored in Azure Blob Storage and then ask questions based on those documents.

For this functionality, you can consider using Azure AI Document Intelligence, which allows you to analyze and extract insights from documents. Here's a brief overview of how you can get started:

1. Document Storage: Store your documents in Azure Blob Storage.
2. Use Document Intelligence: Implement Azure AI Document Intelligence to extract relevant information from the selected documents.
3. Question-Answering Setup: You can leverage Azure's capabilities like Azure Cognitive Search or custom-built solutions to enable users to ask questions and get answers based on the content extracted from the documents.
4. Integration: Ensure that you create a workflow where documents can be uploaded, analyzed, and the extracted data can be queried efficiently.

For further integration with natural language processing or enhanced capabilities, consider exploring deployment options with Azure's other AI services.

References:

• Azure AI Document Intelligence Overview
• Automate data processing using Azure AI Document Intelligence
• How Azure AI Document Intelligence works

I Hope this helps. Do let me know if you have any further queries.

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Thank you!

Answer 2

what services do i need to enable for this?

Answer 3

Yes, Microsoft offers a solution that can meet your requirements using Azure AI Document Intelligence. This service allows you to automate the extraction of information from documents stored in Azure Blob Storage. You can implement a system where users select documents, and then utilize the capabilities of Document Intelligence to extract relevant data and answer questions based on the selected documents.

Document Intelligence provides features such as Optical Character Recognition (OCR) to extract text, as well as structured data extraction from various document types. You can also build custom models tailored to your specific document types for more accurate information retrieval.

Additionally, integrating this with Azure services can enable you to create a comprehensive solution for querying and analyzing the extracted data, allowing users to interact with the document content effectively.

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References:

• Choose the right Foundry tool for document processing: Azure Document Intelligence, Content Understanding, and Foundry models
• Automate data processing using Azure AI Document Intelligence