AZ-2005: Develop generative AI apps with Azure OpenAI and Semantic Kernel

Course Information

Course Name

AZ-2005: Develop generative AI apps with Azure OpenAI and Semantic Kernel

Duration

1 Day

Overview

Learn how to use the Semantic Kernel SDK to build intelligent applications that automate tasks and perform natural language processing.

Audience Profile

Prerequisities

• Experience programming in C#.

• Visual Studio Code IDE installed.

• Familiarity with Azure and the Azure portal.

• Access to Azure OpenAI

At Course Completion

Course Outline

Module 1: Build your kernel

This module introduces the Semantic Kernel SDK. Learn how the kernel connects code to large language models to extend functionality with generative artificial intelligence.

Lessons

• Introduction

• What is semantic kernel

• Why use semantic kernel

• How to build your kernel

• Exercise – Build a kernel object

• Module assessment

 Module 2: Run prompts with Semantic Kernel

This module explores Semantic Kernel SDK plugins. Learn how plugins to the SDK are used to accomplish customized tasks and create intelligent applications.

• Introduction

• Optimize language model prompts

• Use semantic kernel prompt templates

• Use Handlebars prompt templates

• Store chat history

• Exercise – Run Semantic Kernel prompts

• Module assessment

 Module 3: Create Semantic Kernel plugins

This module explores native functions in the Semantic Kernel SDK. Learn how native functions can accomplish customized tasks, effectively giving your AI agent a “skill.”

• Introduction

• Understand native plugins

• Configure function choices

• Exercise – Create Semantic Kernel plugins

• Module assessment

 Module 4: Apply filters on functions

This module demonstrates how to combine functions and prompts with the Semantic Kernel SDK. Nesting functions within prompts can allow your code to complete tasks large language models can’t typically complete on their own.

• Introduction

• Understand prompt injections

• Filter invoked functions

• Module assessment

Module 5: Guided project - Create a DevOps Assistant with the Semantic Kernel SDK

This module guides you through the steps required to develop a proof-of-concept AI DevOps assistant with the Semantic Kernel SDK.

• Introduction

• Exercise – Create a DevOps Assistant with the Semantic Kernel SDK

• Module assessment

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