AZ-2005 | Develop Generative AI solutions using Azure OpenAI and the Semantic Kernel SDK
 
Learn how to use the Semantic Kernel SDK to build intelligent applications that automate tasks and perform natural language processing.
 
Prerequisites
Experience programming in C#.
Visual Studio Code IDE installed.
Familiarity with Azure and the Azure portal.
Access to Azure OpenAI Services.

Role
Developer

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.
Introduction
What is semantic kernel
Why use semantic kernel
How to build your kernel
Exercise - Create your endpoint
Exercise - Build a kernel object
Knowledge check
Summary
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
Exercise - Use Semantic Kernel prompt templates
Use Handlebars prompt templates
Exercise - Use Handlebars prompt templates
Store chat history
Exercise - Store chat history
Knowledge check
Summary
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
Exercise - Create native functions
Configure function choices
Exercise - Configure available functions
Knowledge check
Summary
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
Exercise - Apply trust filters
Filter invoked functions
Exercise - Add a filter service to the kernel
Knowledge check
Summary
Module 5: Guided project - Create an AI travel agent
This module guides you through the steps required to develop a proof-of-concept AI Travel assistant with the Semantic Kernel SDK. By the end of this module, you complete a small chatbot application.
Introduction
Prepare for guided project
Exercise - Create a currency converter
Exercise - Create travel itinerary
Exercise - Provide context cues
Knowledge check
Summary
 
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