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Develop AI agents using Azure OpenAI and the Semantic Kernel SDK (AZ-2005)

SS Course: GK834056

Course Overview

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

                                                                  

Scheduled Classes

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10/23/24 - GVT - Virtual Classroom - Virtual Instructor-Led
12/17/24 - GVT - Virtual Classroom - Virtual Instructor-Led
02/11/25 - GVT - Virtual Classroom - Virtual Instructor-Led

Outline

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Module 1: Build your kernel

  • Understand the purpose of Semantic Kernel.
  • Understand prompting basics.
  • Learn techniques for more effective prompts.

Module 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

Module 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.

Module 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.

Module 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.

    Prerequisites

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    • Experience programming in C#.
    • Visual Studio Code IDE installed.
    • Familiarity with Azure and the Azure portal.
    • Access to Azure OpenAI Services.

      Who Should Attend

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      Students willing to develop AI agents using Azure open AI and the Semantic Kernel SDK.