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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

Performing Complex Actions by Chaining Functions

In the previous chapter, we learned how to create native plugins, which we used to check the format of Excel and Word documents, and semantic plugins, which we used to verify whether the content of the documents fulfilled our requirements.

In this chapter, we will start by creating a simple pipeline that generates images. The pipeline will receive a text with clues about an animal and will then generate a text that guesses the animal from the clues, as well as generating a picture of the animal.

Later in the chapter, we will continue the application of the previous chapter: verifying whether grant requests fulfill some requirements. For that application, a grant request will come with two files inside a folder: a Word document and an Excel spreadsheet.

Our application checks that the Word document contains a proposal for a vaccination campaign, including the team who will perform it and their experience, and an Excel file that...

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