AZ-2005: Develop AI agents using Microsoft Azure OpenAI and Semantic Kernel SDK

Overview AZ-2005: Develop AI Agents 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. 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 Who should attend 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 Outline 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 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 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 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 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