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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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Toc

Table of Contents (14) Chapters Close

Preface 1. Part 1:Introduction to Generative AI and Microsoft Semantic Kernel
2. Chapter 1: Introducing Microsoft Semantic Kernel FREE CHAPTER 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

Index

As this ebook edition doesn't have fixed pagination, the page numbers below are hyperlinked for reference only, based on the printed edition of this book.

A

AI services

connecting, with Microsoft Semantic Kernel 17

application

versus models 7, 8

application programming interfaces (APIs) 3

Azure AI Search 176

Azure OpenAI 4, 128

Azure OpenAI API key

obtaining 5

C

C#

used, for calling Handlebars planner 33-35

used, for calling plugin template 41

used, for connecting Microsoft Semantic Kernel to OpenAI Services 19, 20

used, for creating native function 25, 26

used, for implementing Chain-of-Thought (CoT) 53

used, for installing Microsoft Semantic Kernel package 16

used, for loading plugin 30-32

used, for modifying semantic function 23, 24

used, for requesting complex itinerary 47

used, for running prompt 22

used, for writing DALL-E 3 wrapper 100-102

web API wrapper, creating 211, 213

Chain...

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