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Develop AI agents using Azure OpenAI and the Semantic Kernel SDK
Course Description
Overview
Learn how to use the Semantic Kernel SDK to build intelligent applications that automate tasks and perform natural language processing.Objectives
- Understand the purpose of Semantic Kernel plugins
- Understand native functions in the Semantic Kernel SDK.
Prerequisites
- Experience programming in C#.
- Visual Studio Code IDE installed.
- Familiarity with Azure and the Azure portal.
- Access to Azure OpenAI Services.
Topics
- Introduction
- What is semantic kernel
- Why use semantic kernel
- How to build your kernel
- Exercise - Create your endpoint
- Exercise - Build a kernel object
- Introduction
- Explore built-in plugins
- Exercise - Use built-in plugins
- Optimize language model prompts
- Exercise - Write your own prompt
- Exercise - Use personas in prompts
- Save prompts to files
- Exercise - Saving prompts to files
- Introduction
- Understand native functions
- Exercise - Create native functions
- Introduction
- Use functions in prompts
- Exercise - Use nested functions for song suggestions
- Introduction
- Automatically invoke functions
- Exercise - Automatically invoke functions
- Exercise - Automatically invoke functions
- Introduction
- Prepare for guided project
- Exercise - Create a currency converter
- Exercise - Route user intent
- Exercise - Provide context cues
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