Using Azure OpenAI GPT via REST API - PowerShell Demo

Explore how to utilize a GPT model through the REST endpoint, with a specific focus on PowerShell implementation. Learn about SDK and REST options, endpoint formats, and required resources for GPT model deployment. Dive into the chat completions endpoint, authorization processes, and RBAC on Azure resources. Understand how to structure request bodies, incorporate system prompts and conversation history, and make REST calls. Get hands-on experience with a practical demo, and gain insights into next steps for adding RAG or functions. Cover important aspects such as pricing considerations and content safety measures. Master the fundamentals of integrating Azure OpenAI GPT into your projects using REST APIs in this comprehensive 33-minute tutorial.

- Introduction
- SDK and REST
- Endpoint format
- Resources required
- GPT model deployment
- Chat completions endpoint
- Authorization to the resource
- RBAC on the resource
- Using authorization in the request
- Body of the request and messages
- Calling the endpoint with REST
- System prompt and history
- Clipboard use
- Importing the module
- Demo
- Adding RAG or functions next steps
- Pricing
- Content safety
- Summary