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Explore the OpenAI GPT Models

This session is a 60-minute live demonstration of interaction with the OpenAI models GPT3 (text-davinci-003) and ChatGPT (gpt-3.5-turbo). You can follow along with the demonstration live using Use Azure AI Studio or OpenAI Playground, or work through the examples in this repository later at your own pace and schedule.

The goal of this 60-minute session is to:

  • Understand the implementation and capabilities of GPT3 and ChatGPT
  • Learn how to use and customize natural language generative AI models using prompt engineering techniques
  • Understand the basics of integrating OpenAI models into applications with the API

Sections​

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

Feedback​

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