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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
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

Developing native plugins

Let’s start with native functions. Native functions are regular code in your language of choice (Python or C#) and do not necessarily require a specific directory structure, unlike semantic functions. However, it is easier to put the native functions together with the main code of your program. This will make it easier to import the classes.

Avoid duplicate names

Since semantic functions are directories and native functions are source code files, it’s possible to have a semantic function and a native function with the same name inside a plugin, for example a directory named my_function and a source code file named my_function.py. If you do that, the last function loaded (the source code file) will overwrite the first, leading to unexpected problems. Therefore, avoid duplicate names. At the time of writing, Semantic Kernel does not provide a warning when this happens.

Let’s look at the directory structure of our plugins.

The...

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