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Power Platform and the AI Revolution

You're reading from   Power Platform and the AI Revolution Explore modern AI services to develop apps, bots, and automation patterns to enhance customer experiences

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Product type Paperback
Published in May 2024
Publisher Packt
ISBN-13 9781835086360
Length 356 pages
Edition 1st Edition
Languages
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Author (1):
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Aaron Guilmette Aaron Guilmette
Author Profile Icon Aaron Guilmette
Aaron Guilmette
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Toc

Table of Contents (16) Chapters Close

Preface 1. Chapter 1: Introduction to AI Services FREE CHAPTER 2. Chapter 2: Configuring an Environment to Support AI Services 3. Chapter 3: Talking to ChatGPT 4. Chapter 4: Using ChatGPT and Copilot to Create Flows and Apps 5. Chapter 5: Bootstrapping a Power App with Copilot 6. Chapter 6: Processing Data with Sentiment Analysis 7. Chapter 7: Using Power Automate and AI to Build PowerPoint Presentations 8. Chapter 8: Building an Event Registration App with Identity Verification 9. Chapter 9: Implementing an AI-Enabled Resume Screener 10. Chapter 10: Crafting an Executive Summary with GPT 11. Chapter 11: Using AI to Tag Images in a SharePoint Library 12. Chapter 12: Creating a Generative AI-Based Bot 13. Chapter 13: Publishing a Generative AI-based Bot 14. Index 15. Other Books You May Enjoy

Designing a solution

This solution is going to build on some of the skills already learned in this book, including working with Power Automate flows and AI Builder capabilities. In this solution, you’ll be using AI to process candidate resumes, extract key information, and compare the candidates against a list of job descriptions to see if they’re qualified. Candidates that the AI model determines are qualified will be posted to a Teams channel.

The following diagram represents the logical process behind the solution:

Figure 9.1 – Reviewing the solution workflow

Figure 9.1 – Reviewing the solution workflow

Let’s break this down:

  1. Resume is received by a shared mailbox.
  2. Power Automate retrieves the document and sends it to SharePoint.
  3. SharePoint is used to maintain the status information of the applicant:
    1. The resume document itself is stored in a SharePoint library.
    2. A reference to the candidate is stored as an item in a SharePoint list.
  4. AI Builder processes...
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