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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

Microsoft Semantic Kernel

Microsoft Semantic Kernel (https://github.com/microsoft/semantic-kernel) is a thin, open source software development toolkit (SDK) that makes it easier for applications developed in C# and Python to interact with AI services such as the ones made available through OpenAI, Azure OpenAI, and Hugging Face. Semantic Kernel can receive requests from your application and route them to different AI services. Furthermore, if you extend the functionality of Semantic Kernel by adding your own functions, which we will explore in Chapter 3, Semantic Kernel can automatically discover which functions need to be used, and in which order, to fulfill a request. The request can come directly from the user and be passed through directly from your application, or your application can modify and enrich the user request before sending it to Semantic Kernel.

It was originally designed to power different versions of Microsoft Copilot, such as Microsoft 365 Copilot and the Bing...

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