azure-content-understanding

Guides development of analyzers, classifiers, and RAG document flows with Azure Content Understanding.

730|117|Updated Jan 27, 2026

Search Tags:#Azure #document analysis #Foundry #analyzers #content understanding #rAG #Multimodal

Ready to run

npx skills add https://github.com/MicrosoftDocs/Agent-Skills --skill azure-content-understanding

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: azure-content-understanding
Source: https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-content-understanding
Command: npx skills add https://github.com/MicrosoftDocs/Agent-Skills --skill azure-content-understanding

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Developers building document, audio, and video analysis solutions on Azure Content Understanding often struggle to choose the right analyzers, design RAG or agentic workflows, and stay within service quotas without reading dozens of documentation pages.

Core Features & Use Cases

Curated Documentation Index: Organizes official Microsoft Learn guidance into categories covering best practices, decision making, architecture patterns, limits, security, configuration, and coding integrations.
On-Demand Doc Fetching: Retrieves up-to-date Markdown documentation via the Microsoft Docs MCP server or webpage fetching, so answers reflect current service behavior.
Use Case: When building a RAG pipeline that extracts structured fields from contracts, ask the agent which prebuilt analyzer to use, how to configure confidence scores, and what throughput quotas apply, and receive cited guidance from official docs.

Quick Start

Ask the agent to help you design a Content Understanding analyzer for classifying invoices and extracting line items using this skill.

Frequently Asked Questions about azure-content-understanding

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I build a custom analyzer with Azure Content Understanding?▼

Create custom analyzers through Content Understanding Studio or the REST API by defining fields, schemas, and extraction rules. The skill links to tutorials covering analyzer creation, customization, and copying analyzers across resources.

How do I design a RAG solution with Azure Content Understanding?▼

Use Content Understanding to extract structured Markdown and fields from documents, then feed that output into your retrieval pipeline. The skill references an official tutorial on building RAG solutions and guidance on when to use agentic mode.

What is the difference between Content Understanding and Document Intelligence?▼

Content Understanding supports multimodal analysis including audio and video plus generative field extraction, while Document Intelligence focuses on document layout and OCR. This skill explicitly excludes Document Intelligence, which has its own dedicated skill.

Does Azure Content Understanding integrate with LangChain or Agent Framework?▼

Yes, Content Understanding can be used as a LangChain document loader and integrates with the Microsoft Agent Framework for agentic workflows. The skill indexes official documentation for both integration patterns.

What are the quotas and limits for Azure Content Understanding?▼

The service enforces limits on throughput, payload sizes, and concurrency that vary by configuration. The skill links to the official service limits page and guidance on safely using synchronous REST API calls to avoid throttling.