Azure AI Document Intelligence documentation

Azure AI Document Intelligence (formerly Form Recognizer) is a cloud-based Azure AI service that uses machine-learning models to automate your data processing in applications and workflows. Document Intelligence is essential for enhancing data-driven strategies and enriching document search capabilities.

About Azure AI Document Intelligence

Overview

• What is Azure AI Document Intelligence?
• Document Intelligence FAQ

What's new

• What's new in Azure AI Document Intelligence?

Reference

• 🆕 SDK overview ```2023-10-31-preview``` (preview)
• SDK overview ```2023-07-31``` latest (GA)
• SDK overview ```2022-08-31``` legacy (GA)

Document Intelligence Studio

Overview

• Studio overview
• Studio concepts

Document Intelligence models

Architecture

• Read
• Layout
• Invoice
• Receipt
• ID document
• Health insurance card
• Contract
• US tax documents

Document Intelligence concepts

Concept

• 🆕 Query field extraction
• 🆕 Add-on capabilities
• 🆕 Retrieve-Augmented Generation (RAG)

Concept

• Pretrained model overview
• Accuracy and confidence scores
• API response: analyze document
• Custom model overview

Quickstarts and how-to-guides

Quickstart

• Document Intelligence Studio
• Document Intelligence SDK

How-To Guide

• Create a Document Intelligence resource
• Create SAS tokens for storage containers
• Create and use managed identities
• Build a custom extraction model
• Build a custom classification model
• Compose custom models
• Install and run Document Intelligence containers

Responsible AI

Reference

• Transparency notes
• Characteristics and limitations
• Guidance for integration and responsible use
• Data privacy, compliance, and security