AZ-2005: Develop AI agents using Azure OpenAI and the Semantic Kernel SDK
Duration
1 Day
Price
1.00 ج.م.
Course Type
Virtual / Physical
Join the AZ-2005: Develop AI Agents using Azure OpenAI and the Semantic Kernel SDK course for an immersive one-day training experience. This intermediate-level course is designed for developers, data scientists, and AI enthusiasts eager to build and deploy intelligent AI agents. You'll learn to leverage Azure OpenAI and the Semantic Kernel SDK through hands-on labs and guided projects, mastering skills such as creating plugins, optimizing intelligent planners, and deploying AI solutions. By the end of the course, you'll have the expertise to develop AI agents capable of complex tasks, including a guided project to create an AI travel agent. Enhance your career and your organization's AI capabilities with this comprehensive and practical training in modern AI agent development.
Learning Objectives
Build your kernel
- Create plugins for semantic kernel
- Give your AI agent skills
- Use intelligent planners
- Guided project - Create an AI travel agent
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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 builtin 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
Target Audience
Azure Developer
AI Engineer
Data Scientist