What is the difference between the Layout and Read models?

The Read model focuses on extracting text and handwriting, while the Layout model additionally identifies selection marks, tables, and document structures.

Can I use this skill to train my own models?

Yes, the skill includes documentation and workflows for using the Administration Client to build and manage custom models and classifiers using your own training data.

Which authentication method is recommended for production?

Microsoft Entra ID (using DefaultAzureCredential) is the recommended best practice for secure, identity-based authentication in production environments.

Does this replace the old Form Recognizer SDK?

Yes, Azure.AI.DocumentIntelligence is the current successor to the deprecated Azure.AI.FormRecognizer SDK for .NET developers.

Azure AI Document Intelligence for .NET

Name: Azure AI Document Intelligence for .NET
Author: microsoft

bymicrosoft

•

1,777

•

データサイエンスとML

Extracts structured data, text, and tables from documents using Azure's AI-powered OCR and document analysis SDK for .NET.

This skill enables developers to integrate Azure AI Document Intelligence (formerly Form Recognizer) into .NET applications, providing advanced OCR and document understanding capabilities. It supports prebuilt models for common documents like invoices, receipts, and IDs, as well as the ability to train and manage custom models for specialized layouts. It is particularly useful for automating data entry, processing financial documents, and digitizing physical records with high accuracy and confidence scoring, streamlining the transition from unstructured documents to actionable data.

主な機能

01Support for both Microsoft Entra ID and API Key authentication methods

02Extract text, tables, and selection marks using prebuilt Read and Layout models

03Build and manage custom document models and classifiers via administration clients

04Deep metadata extraction including field confidence scores and document structure

05Automate invoice, receipt, and ID document processing with specialized field extraction

061,777 GitHub stars

ユースケース

01Verifying identities by extracting information from government-issued ID cards and tax forms

02Digitizing and classifying high volumes of corporate documents and forms

03Automating accounts payable by extracting data from vendor invoices and receipts

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add microsoft/skills azure-ai-document-intelligence-dotnet

For use in Claude.ai and ChatGPT

Download Skill