Microsoft Foundry (classic) portal documentation

Use the Microsoft Foundry (classic) portal for legacy hub-based project workflows and management of resources outside a project.

Get started

Overview

• What is Microsoft Foundry (classic)?
• Explore Microsoft Foundry Models
• Responsible use of AI

Quickstart

• Quickstart for Foundry
• Upgrade from GitHub Models

Microsoft Foundry Models

Concept

• Foundry Models sold directly by Azure
• Azure OpenAI in Foundry Models
• Deployment types

Tutorial

• Get started with DeepSeek-R1
• Learn how to fine-tune models

Foundry Agent Service

Overview

• Orchestrate and host AI agents
• AI Red Teaming Agent (preview)

Quickstart

• Create a custom AI agent
• Azure AI app template for agents

Protect and govern

Concept

• Trustworthy AI
• What is Content Safety?

How-To Guide

• Trace your application
• Evaluate agentic workflows
• Monitor your generative AI applications

Foundry Tools

Reference

• Speech
• Vision
• Translator
• Language
• Document Intelligence
• Content Understanding

Foundry IQ

Concept

• What is Foundry IQ?
• Frequently asked questions

How-To Guide

• Connect knowledge base to agents

SDKs

Download

• Python SDK
• C# SDK
• JavaScript SDK
• Java SDK

Explore Microsoft Foundry

Reference

• Microsoft Foundry (new) documentation
• Microsoft Foundry portal
• Microsoft Foundry SDKs
• Microsoft Foundry labs
• GitHub Models
• Visual Studio Code extension

Azure Machine Learning

Concept

• Learn how to train models
• Orchestrate workflows with pipelines
• What is automated machine learning (AutoML)?

Training & certification

Training

• AI learning and community hub
• Develop generative AI apps in Microsoft Foundry
• Identify principles and practices for responsible AI
• AI Learning paths and modules
• AI Engineer career path