Develop AI apps using Azure services

Build applications with generative AI capabilities on Azure.

Fundamentals of generative AI

Overview

• Introduction to generative AI
• Concepts and considerations
• Augment LLMs with RAG And Fine-tuning
• Advanced Retrieval-Augmented Generation

AI app templates

Overview

• AI app templates overview

Get started

• Chat with your data using Python
• Chat with your data using JavaScript
• Chat with your data using Java
• Chat with your data using .NET

AI app design

Overview

• AI agent orchestration patterns
• Design your AI app to support foundation model life cycles

Agents with Model Context Protocol (MCP)

Overview

• Build Agents using Model Context Protocol on Azure
• Build a TypeScript MCP server using Azure Container Apps
• Create OpenAI-powered agents using MCP
• Build AI agent tools using remote MCP with Azure Functions
• Host Remote MCP Servers in Azure App Service

Discover and try new models

How-To Guide

• Develop reasoning apps with DeepSeek models on Microsoft Foundry using the OpenAI SDK

Tutorial

• Get started with DeepSeek-R1 reasoning model

AI app security

Overview

• Security planning for LLM-based applications

How-To Guide

• Use Azure OpenAI without keys
• Use Azure AI Search without keys

Get started

• Secure your AI App with keyless authentication

Resources by programming language

Overview

• Python
• JavaScript
• Java
• C# and .NET
• Go