awesomeyuer / azure-openai-lab

45 minutes self-directed lab on Azure OpenAI Service

Explore the Azure OpenAI Service

The goal of this 45-minute lab is to:

• Understand the capabilities of Azure OpenAI Service
• Learn how to use and customize natural language generative AI models like GPT-3.5 and ChatGPT

Pre-requisites

You will need an Azure Account to complete this lab. If you do not have an Azure Account, you can create one for free here.

Optionally, you will also need to have joined and be approved for the Bing Chat waitlist and have access to the Edge browser, to follow the sections related to Bing Chat near the end of the lab.

Get Started

Visit 0 Setup.md to get started.

Sections

Once you have completed the Setup step, you can skip ahead to any of the other sections:

1. Setup [11 minutes]. Create and deploy the Azure OpenAI resource in the Azure Portal
2. Explore Models [2 minutes]. Understand the natural language models availabe in Azure OpenAI Service.
3. Completions [11 minutes]. Understand and experiment with prompts and completions.
4. Tokens [3 minutes]. Learn about tokens in Azure OpenAI models.
5. Applications [6 minutes]. Learn about applications of natural language generative AI models.
6. Conversations [minutes]. Use the Chat playground.
7. Prompt Engineering [minutes]. Learn how to use prompt engineering to customize the behavior of the model.
8. Using the API [minutes]. Learn how to use the Azure OpenAI API.
9. Learnings and Resources [minutes]. Recap and links for further learning.
10. Extra Credit [minutes]. If you have time, explore the capabilities of Bing Chat.

Feedback

We would love to hear your feedback on this lab. Please use the Discussions tab for comments, or the Issues tab for bugs or suggestions.