Implement generative AI guardrails with Azure AI Content Safety

Module
11 Units

Beginner

Developer

Azure

Learn how to implement generative AI guardrails with Azure AI Content Safety.

Learning objectives

By the end of this module, you're able to:

Perform text and image moderation for harmful content.
Detect groundedness in a model's output.
Identify AI-generated text that matches known protected text.
Detect direct and indirect prompt attacks with Prompt Shields.

Prerequisites

An Azure subscription - Create one for free
Familiarity with Azure and the Azure portal
Ability to understand Python at a beginner level
Developing in browser:
- GitHub account
Developing locally:
- Docker Desktop
- Visual Studio Code
  - Dev Containers extension

Get started with Azure

Choose the Azure account that's right for you. Pay as you go or try Azure free for up to 30 days. Sign up.

Introduction min
Azure AI Content Safety min
Prepare min
Harm categories and severity levels min
Exercise - Text guardrails min
Exercise - Image guardrails min
Exercise - Groundedness detection min
Exercise - Prompt Shields min
Exercise - Integrate with the Contoso Camping Store platform min
Module assessment min
Summary min