hands-on lab

Using Generative AI to Create Apps in Azure OpenAI Service

Difficulty: Advanced

Duration: Up to 1 hour

Students: 10

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Get guided in a real environmentPractice with a step-by-step scenario in a real, provisioned environment.

Learn and validateUse validations to check your solutions every step of the way.

See resultsTrack your knowledge and monitor your progress.

Description

Generative AI applications are software systems that can create new content, including text, images, code, and music, based on patterns learned from vast training data. These applications leverage advanced machine learning models, particularly large language models (LLMs), to understand context and generate human-like outputs.

Organizations are increasingly adopting these applications to enhance productivity, streamline operations, and create innovative solutions. The technology's ability to understand and generate human-like content makes it invaluable for tasks ranging from customer service to creative content development.

In this hands-on lab, you will use generative AI to create an app in Azure OpenAI Service.

Learning objectives

Upon completion of this advanced lab, you will be able to:

Use generative AI to create an app in Azure OpenAI Service
Create and run python applications
Adjust the code with chat completion conversation

Intended audience

Candidates for Azure AI Engineer Associate certification
Cloud Architects
DevOps Engineers
Machine Learning Engineers
Software Engineers

Prerequisites

Familiarity with the following will be beneficial but is not required:

Python
Azure OpenAI
Azure AI Search

The following content can be used to fulfill the prerequisites:

Environment before

Environment after

Covered topics

Artificial Intelligence

Microsoft Azure

Artificial Intelligence for Azure

Hands-on Lab UUID

Lab steps

Logging in to the Microsoft Azure Portal

Creating a generative app in Python

Lab Rules

Lab rules apply