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Building AI Applications with Microsoft Semantic Kernel

You're reading from   Building AI Applications with Microsoft Semantic Kernel Easily integrate generative AI capabilities and copilot experiences into your applications

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Product type Paperback
Published in Jun 2024
Publisher Packt
ISBN-13 9781835463703
Length 252 pages
Edition 1st Edition
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Author (1):
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Lucas A. Meyer Lucas A. Meyer
Author Profile Icon Lucas A. Meyer
Lucas A. Meyer
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Table of Contents (14) Chapters Close

Preface 1. Part 1:Introduction to Generative AI and Microsoft Semantic Kernel FREE CHAPTER
2. Chapter 1: Introducing Microsoft Semantic Kernel 3. Chapter 2: Creating Better Prompts 4. Part 2: Creating AI Applications with Semantic Kernel
5. Chapter 3: Extending Semantic Kernel 6. Chapter 4: Performing Complex Actions by Chaining Functions 7. Chapter 5: Programming with Planners 8. Chapter 6: Adding Memories to Your AI Application 9. Part 3: Real-World Use Cases
10. Chapter 7: Real-World Use Case – Retrieval-Augmented Generation 11. Chapter 8: Real-World Use Case – Making Your Application Available on ChatGPT 12. Index 13. Other Books You May Enjoy

Controlling home automation with the planner

To get a better idea of what the planner can do, we will create a home automation application. We will not actually write functions that really control home automation, but assuming those exist, we will write their wrappers as native functions. We will also add a semantic function to our kernel and incorporate it into the planner.

We assume that we have a house with four rooms – a garage, kitchen, living room, and bedroom. We have automations to operate our garage door, operate the lights in all rooms, open the windows in the living room and in the bedroom, and operate the TV.

Since our objective is to learn about Semantic Kernel and not about home automation, these functions will be very simple. We want our user to be able to say something such as “turn on the lights of the bedroom,” and the result will be that our native function will say “bedroom lights turned on.”

The power of using the planner...

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