Azure Document Intelligence

azure AI serviceazure-document-intelligence

Extracts text, tables and structured fields from documents using read, layout, prebuilt and custom models.

Provider: azure
Kind: AI service
Category: Compute
Official docs: https://learn.microsoft.com/en-us/azure/ai-services/document-intelligence/service-limits
Also known as: Form Recognizer

Properties · 5 set by this component

property	type	values	required	kind default	this component
analyzeTransactionsPerSecond · component property	integer	—	no	15	inherited
auth	enum	api-key \| oauth \| iam \| none	no	—	▸ api-key
contentFiltering	boolean	—	no	—	inherited
customerManagedKeys	boolean	—	no	—	▸ false
dataResidency · advanced	enum	us \| eu \| asia \| global	no	—	inherited
dataRetentionDays	integer	—	no	—	inherited
keyStore	boolean	—	no	false	inherited
managed	boolean	—	no	false	▸ true
maxDocumentSizeMb · component property	integer	—	no	500	inherited
maxPagesPerAnalysis · component property	integer	—	no	2000	inherited
modality	enum	text \| vision \| speech \| multimodal \| structured \| image \| video \| audio \| embedding \| rerank	no	—	▸ vision
modelType · component property	enum	read \| layout \| prebuilt \| custom-template \| custom-neural \| classifier	no	—	inherited
publicEndpoint	boolean	—	no	—	▸ true
quotaUnitsPerMinute	integer	—	no	—	inherited
rateLimitRpm · advanced	integer	—	no	—	inherited
rateLimitTpm · advanced	integer	—	no	—	inherited
viaGateway	boolean	—	no	false	inherited

Rules that apply · 2

Every rule whose selector covers this component's kind or its category. Whether a rule fires depends on the design: its properties, its edges and its groups.

AI API key not managedwarning

ai-api-key-unmanaged

This AI vendor is reached with an API key, and nothing in the design holds or rotates that key. It ends up in environment files or code, every caller shares it, and a single leak runs up the vendor bill until someone notices. Put the key in a key-management component, or say it is held there with keyStore.

— all of these hold:
— the node's `auth` is "api-key"
— the node's `keyStore` is false
— the node has at least one incoming edge from an app-server, worker or client
— this does not hold:
— the design contains a node of kind key-management

Stateful node without zone redundancyerror

stateful-node-without-zone-redundancy

A stateful compute node pinned to exactly one availability zone disappears with that zone, and its state goes with it. Nodes inside a cell are exempt, because there the cell is deliberately single-zone and redundancy comes from the other cells.

— all of these hold:
— the node's `stateless` is false
— the node sits inside exactly 1 availability-zone group
— this does not hold:
— the node sits inside at least one cell group

Use it in a design

nodes:
  - { id: "document-intelligence", component: "azure-document-intelligence" }

Other AI service products · 125

and 85 more → AI service page

Source

1# yaml-language-server: $schema=../../schema/component.schema.json
2# Azure Document Intelligence: OCR and structured extraction from documents with read, layout, prebuilt and custom models.
3# "Service quotas and limits - Document Intelligence" gives the Standard (S0) defaults: 15 analyze transactions per second, 500 MB maximum document size, 2,000 pages per analysis and 5,000 template models.
4schemaVersion: "1"
5type: "component"
6id: "azure-document-intelligence"
7kind: "ai-service"
8provider: "azure"
9docs: "https://learn.microsoft.com/en-us/azure/ai-services/document-intelligence/service-limits"
10aliases: ["Form Recognizer"]
11defaults:
12  auth: "api-key"
13  managed: true
14  modality: "vision"
15  publicEndpoint: true
16  customerManagedKeys: false
17properties:
18  modelType:
19    type: "enum"
20    values: ["read", "layout", "prebuilt", "custom-template", "custom-neural", "classifier"]
21  analyzeTransactionsPerSecond:
22    type: "integer"
23    default: 15
24  maxDocumentSizeMb:
25    type: "integer"
26    default: 500
27  maxPagesPerAnalysis:
28    type: "integer"
29    default: 2000

The same page as markdown, for an agent: /catalogue/components/azure-document-intelligence.md