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AZ-2005: Develop Generative AI solutions using Azure OpenAI and the Semantic Kernel SDK Training

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( 4.6 Ratings )

Live Online Classes starting on 01 January, 1970

AZ-2005: Develop Generative AI solutions using Azure OpenAI and the Semantic Kernel SDK

AZ-2005: Develop Generative AI solutions using Azure OpenAI and the Semantic Kernel SDK offers comprehensive training on building intelligent AI solutions using Azure OpenAI and the Semantic Kernel SDK. Participants will learn to develop AI agents, optimize prompts, and create plugins that enhance AI capabilities. This course includes hands-on labs, where learners deploy AI travel agents and other applications. By mastering the Semantic Kernel SDK and LLM, learners will be able to build and deploy intelligent AI systems effectively.

 

Target Audience

  • Azure Developer

  • AI Engineer

  • Data Scientist

 

Prerequisites
Recommended:

  • Experience programming in C#

  • Visual Studio Code IDE installed

  • Familiarity with Azure and the Azure portal

  • Access to Azure OpenAI Services

 

Course Objectives

  • Build your kernel

  • Create plugins for Semantic Kernel

  • Give your AI agent skills

  • Use intelligent planners

  • Guided Project: Create an AI travel agent

 

Course Outline

1) Build your kernel

  • Understand the purpose of Semantic Kernel

  • Understand prompting basics

  • Learn techniques for more effective prompts

  • Lab: Create your endpoint

  • Lab: Build a kernel object

2) Create plugins for semantic kernel

  • Understand the purpose of Semantic Kernel plugins

  • Learn how to use premade plugins

  • Learn how to create your own plugins

  • Lab: Use built-in plugins

  • Lab: Write your own prompt

  • Lab: Use personas in prompts

  • Lab: Saving prompts to files

3) Give your AI agent skills

  • Understand native functions in the Semantic Kernel SDK

  • Learn how to create native function plugins

  • Learn how to combine prompts with native functions

  • Lab: Create native functions

  • Lab: Combine prompts and functions

4) Use intelligent planners

  • Understand planners in the Semantic Kernel SDK

  • Learn how to use planners to automate function calls

  • Learn how to optimize planners

  • Learn how to use Semantic Kernel SDK to automatically invoke functions

  • Lab: Create a planner

  • Lab: Use a plan template

  • Lab: Automatically invoke functions

5) Guided project Create an AI travel agent

  • Create plugins for the Semantic Kernel

  • Create prompts to elicit the best responses from the large language model (LLM)

  • Manipulate LLM responses to guide the execution of code

  • Automatically invoke the correct plugins to complete tasks

  • Lab: Create a currency converter

  • Lab: Route user intent

  • Lab: Provide context cues

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