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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Average Rating
Published
Birmingham : Packt Publishing, Limited, 2024.
Status
Available Online

Description

Unlock the untapped potential of ChatGPT, CoPilot, and Azure AI services by integrating them with the Microsoft Power Platform Key Features Gain insights into the latest AI technologies and their business applications Use generative AI to build apps, workflows, and chatbots Learn how to integrate AI services to automate work and deliver apps for specific business needs Purchase of the print or Kindle book includes a free PDF eBook Book Description In this AI era, employing leading machine learning and AI models such as ChatGPT for responding to customer feedback and prototyping applications is crucial to drive business success in the competitive market. This book is an indispensable guide to integrating cutting-edge technology into business operations and leveraging AI to analyze sentiment at scale, helping free up valuable time to enhance customer relationships. Immerse yourself in the future of AI-enabled application development by working with Power Automate, Power Apps, and the new Copilot Studio. With this book, you'll learn foundational AI concepts as you explore the extensive capabilities of the low-code Power Platform. You'll see how Microsoft's advanced machine learning technologies can streamline common business tasks such as extracting key data elements from customer documents, reviewing customer emails, and validating passports and drivers' licenses. The book also guides you in harnessing the power of generative AI to expedite tasks like creating executive summaries, building presentations, and analyzing resumes. You'll build apps using natural language prompting and see how ChatGPT can be used to power chatbots in your organization. By the end of this book, you'll have charted your path to developing your own reusable AI automation patterns to propel your business operations into the future. What you will learn Interact with ChatGPT using connectors and HTTP calls Train AI models to identify the key elements of documents Use generative AI to answer questions about organizational content Leverage AI image recognition services to describe pictures Use generative AI tools to help build workflows and apps Build chatbots using the new Copilot Studio Analyze customer feedback using AI sentiment analysis tools such as AI Builder Who this book is for If you're interested in exploring the capabilities of modern AI technologies in the workplace, this book is for you. Specially tailored for IT professionals, developers, business leaders, human resources administrators, managers, and entrepreneurs-anyone aspiring to become a productivity rockstar will find this book helpful for extending their skill set through hands-on exercises. The content is beginner-friendly, assuming no knowledge of machine learning or artificial intelligence concepts, making it a perfect starting point for newcomers to the field.

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Format
Edition
1st edition.
Language
English
ISBN
9781835089927, 1835089925

Notes

General Note
Description based upon print version of record.
General Note
Building an input form
Description
Unlock the untapped potential of ChatGPT, CoPilot, and Azure AI services by integrating them with the Microsoft Power Platform Key Features Gain insights into the latest AI technologies and their business applications Use generative AI to build apps, workflows, and chatbots Learn how to integrate AI services to automate work and deliver apps for specific business needs Purchase of the print or Kindle book includes a free PDF eBook Book Description In this AI era, employing leading machine learning and AI models such as ChatGPT for responding to customer feedback and prototyping applications is crucial to drive business success in the competitive market. This book is an indispensable guide to integrating cutting-edge technology into business operations and leveraging AI to analyze sentiment at scale, helping free up valuable time to enhance customer relationships. Immerse yourself in the future of AI-enabled application development by working with Power Automate, Power Apps, and the new Copilot Studio. With this book, you'll learn foundational AI concepts as you explore the extensive capabilities of the low-code Power Platform. You'll see how Microsoft's advanced machine learning technologies can streamline common business tasks such as extracting key data elements from customer documents, reviewing customer emails, and validating passports and drivers' licenses. The book also guides you in harnessing the power of generative AI to expedite tasks like creating executive summaries, building presentations, and analyzing resumes. You'll build apps using natural language prompting and see how ChatGPT can be used to power chatbots in your organization. By the end of this book, you'll have charted your path to developing your own reusable AI automation patterns to propel your business operations into the future. What you will learn Interact with ChatGPT using connectors and HTTP calls Train AI models to identify the key elements of documents Use generative AI to answer questions about organizational content Leverage AI image recognition services to describe pictures Use generative AI tools to help build workflows and apps Build chatbots using the new Copilot Studio Analyze customer feedback using AI sentiment analysis tools such as AI Builder Who this book is for If you're interested in exploring the capabilities of modern AI technologies in the workplace, this book is for you. Specially tailored for IT professionals, developers, business leaders, human resources administrators, managers, and entrepreneurs-anyone aspiring to become a productivity rockstar will find this book helpful for extending their skill set through hands-on exercises. The content is beginner-friendly, assuming no knowledge of machine learning or artificial intelligence concepts, making it a perfect starting point for newcomers to the field.
Local note
O'Reilly O'Reilly Online Learning: Academic/Public Library Edition

Table of Contents

Cover
Title Page
Copyright
Dedication
Contributors
Table of Contents
Preface
Chapter 1: Introduction to AI Services
What kinds of things can Generative AI do?
What is Power Platform?
Learning about Power Automate
Learning about Copilots
Learning about Power Apps
Learning about AI Builder technologies
Understanding Power Platform licensing
Exploring additional AI services
Working with Azure AI Services
Working with OpenAI models
Working with services from Google, Anthropic, and more
Summary
Chapter 2: Configuring an Environment to Support AI Services
Configuring Azure
Requesting API access for Azure OpenAI services
Setting up OpenAI service resources in Azure
Configuring API access for ChatGPT
Configuring your workstation
Configuring Power Platform
Summary
Chapter 3: Talking to ChatGPT
Working with ChatGPT as a user
So, what's a token?
Sending prompts to ChatGPT
HTTP
OpenAI GPT-3 completions
Retrieving data from ChatGPT
So, what exactly is JSON?
Working with ChatGPT's JSON output in Power Automate
Summary
Chapter 4: Using ChatGPT and Copilot to Create Flows and Apps
Working with Power Automate
Using ChatGPT to create flows
Using ChatGPT Plus to create flows
Using Copilot to create flows
Working with Power Apps
Using ChatGPT to build an app
Using Copilot to build an app
Summary
Chapter 5: Bootstrapping a Power App with Copilot
Configuring prerequisites
Creating identities in Entra ID
Creating a Dataverse environment
Building a new Power App with Copilot
Configuring the data elements
Creating the model-driven backend app
Creating the canvas frontend app
Enabling automation
Further exploration
Summary
Chapter 6: Processing Data with Sentiment Analysis
What is sentiment analysis, anyway?
Licensing prerequisites
Configuring solution prerequisites
Creating a shared mailbox
Creating a Microsoft Teams team
Configuring a sentiment analysis flow
Testing the flow
Further exploration
Summary
Chapter 7: Using Power Automate and AI to Build PowerPoint Presentations
Licensing prerequisites
Learning about the Encodian Flowr connector
Input formatting
Tokens
Populate PowerPoint
Merge Presentations
Interacting with Wikipedia articles
Creating a PowerPoint template
Creating the flow
Creating the Generate Content Summaries scope
Configuring the JSON parameters
Customizing the GPT prompt
Creating the Generate Slides scope
Working with Encodian Flowr
Testing the flow
Further exploration
Summary
Chapter 8: Building an Event Registration App with Identity Verification
Designing a solution
Licensing prerequisites
Configuring solution prerequisites
Configuring SharePoint Online
Establishing a Teams meeting

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Citations

APA Citation, 7th Edition (style guide)

Guilmette, A. (2024). Power Platform and the AI Revolution: Explore Modern AI Services to Develop Apps, Bots, and Automation Patterns to Enhance Customer Experiences (1st edition.). Packt Publishing, Limited.

Chicago / Turabian - Author Date Citation, 17th Edition (style guide)

Guilmette, Aaron. 2024. Power Platform and the AI Revolution: Explore Modern AI Services to Develop Apps, Bots, and Automation Patterns to Enhance Customer Experiences. Birmingham: Packt Publishing, Limited.

Chicago / Turabian - Humanities (Notes and Bibliography) Citation, 17th Edition (style guide)

Guilmette, Aaron. Power Platform and the AI Revolution: Explore Modern AI Services to Develop Apps, Bots, and Automation Patterns to Enhance Customer Experiences Birmingham: Packt Publishing, Limited, 2024.

Harvard Citation (style guide)

Guilmette, A. (2024). Power platform and the AI revolution: explore modern AI services to develop apps, bots, and automation patterns to enhance customer experiences. 1st edn. Birmingham: Packt Publishing, Limited.

MLA Citation, 9th Edition (style guide)

Guilmette, Aaron. Power Platform and the AI Revolution: Explore Modern AI Services to Develop Apps, Bots, and Automation Patterns to Enhance Customer Experiences 1st edition., Packt Publishing, Limited, 2024.

Note! Citations contain only title, author, edition, publisher, and year published. Citations should be used as a guideline and should be double checked for accuracy. Citation formats are based on standards as of August 2021.

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cc9c6be5-d485-909f-006b-e16ea4fa9f80-eng
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Grouped Work IDcc9c6be5-d485-909f-006b-e16ea4fa9f80-eng
Full titlepower platform and the ai revolution explore modern ai services to develop apps bots and automation patterns to enhance customer experiences
Authorguilmette aaron
Grouping Categorybook
Last Update2025-02-11 03:40:45AM
Last Indexed2025-05-22 03:38:34AM

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Last UsedJan 26, 2025

Marc Record

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5050 |a Cover -- Title Page -- Copyright -- Dedication -- Contributors -- Table of Contents -- Preface -- Chapter 1: Introduction to AI Services -- What kinds of things can Generative AI do? -- What is Power Platform? -- Learning about Power Automate -- Learning about Copilots -- Learning about Power Apps -- Learning about AI Builder technologies -- Understanding Power Platform licensing -- Exploring additional AI services -- Working with Azure AI Services -- Working with OpenAI models -- Working with services from Google, Anthropic, and more -- Summary
5058 |a Chapter 2: Configuring an Environment to Support AI Services -- Configuring Azure -- Requesting API access for Azure OpenAI services -- Setting up OpenAI service resources in Azure -- Configuring API access for ChatGPT -- Configuring your workstation -- Configuring Power Platform -- Summary -- Chapter 3: Talking to ChatGPT -- Working with ChatGPT as a user -- So, what's a token? -- Sending prompts to ChatGPT -- HTTP -- OpenAI GPT-3 completions -- Retrieving data from ChatGPT -- So, what exactly is JSON? -- Working with ChatGPT's JSON output in Power Automate -- Summary
5058 |a Chapter 4: Using ChatGPT and Copilot to Create Flows and Apps -- Working with Power Automate -- Using ChatGPT to create flows -- Using ChatGPT Plus to create flows -- Using Copilot to create flows -- Working with Power Apps -- Using ChatGPT to build an app -- Using Copilot to build an app -- Summary -- Chapter 5: Bootstrapping a Power App with Copilot -- Configuring prerequisites -- Creating identities in Entra ID -- Creating a Dataverse environment -- Building a new Power App with Copilot -- Configuring the data elements -- Creating the model-driven backend app
5058 |a Creating the canvas frontend app -- Enabling automation -- Further exploration -- Summary -- Chapter 6: Processing Data with Sentiment Analysis -- What is sentiment analysis, anyway? -- Licensing prerequisites -- Configuring solution prerequisites -- Creating a shared mailbox -- Creating a Microsoft Teams team -- Configuring a sentiment analysis flow -- Testing the flow -- Further exploration -- Summary -- Chapter 7: Using Power Automate and AI to Build PowerPoint Presentations -- Licensing prerequisites -- Learning about the Encodian Flowr connector -- Input formatting -- Tokens
5058 |a Populate PowerPoint -- Merge Presentations -- Interacting with Wikipedia articles -- Creating a PowerPoint template -- Creating the flow -- Creating the Generate Content Summaries scope -- Configuring the JSON parameters -- Customizing the GPT prompt -- Creating the Generate Slides scope -- Working with Encodian Flowr -- Testing the flow -- Further exploration -- Summary -- Chapter 8: Building an Event Registration App with Identity Verification -- Designing a solution -- Licensing prerequisites -- Configuring solution prerequisites -- Configuring SharePoint Online -- Establishing a Teams meeting
520 |a Unlock the untapped potential of ChatGPT, CoPilot, and Azure AI services by integrating them with the Microsoft Power Platform Key Features Gain insights into the latest AI technologies and their business applications Use generative AI to build apps, workflows, and chatbots Learn how to integrate AI services to automate work and deliver apps for specific business needs Purchase of the print or Kindle book includes a free PDF eBook Book Description In this AI era, employing leading machine learning and AI models such as ChatGPT for responding to customer feedback and prototyping applications is crucial to drive business success in the competitive market. This book is an indispensable guide to integrating cutting-edge technology into business operations and leveraging AI to analyze sentiment at scale, helping free up valuable time to enhance customer relationships. Immerse yourself in the future of AI-enabled application development by working with Power Automate, Power Apps, and the new Copilot Studio. With this book, you'll learn foundational AI concepts as you explore the extensive capabilities of the low-code Power Platform. You'll see how Microsoft's advanced machine learning technologies can streamline common business tasks such as extracting key data elements from customer documents, reviewing customer emails, and validating passports and drivers' licenses. The book also guides you in harnessing the power of generative AI to expedite tasks like creating executive summaries, building presentations, and analyzing resumes. You'll build apps using natural language prompting and see how ChatGPT can be used to power chatbots in your organization. By the end of this book, you'll have charted your path to developing your own reusable AI automation patterns to propel your business operations into the future. What you will learn Interact with ChatGPT using connectors and HTTP calls Train AI models to identify the key elements of documents Use generative AI to answer questions about organizational content Leverage AI image recognition services to describe pictures Use generative AI tools to help build workflows and apps Build chatbots using the new Copilot Studio Analyze customer feedback using AI sentiment analysis tools such as AI Builder Who this book is for If you're interested in exploring the capabilities of modern AI technologies in the workplace, this book is for you. Specially tailored for IT professionals, developers, business leaders, human resources administrators, managers, and entrepreneurs-anyone aspiring to become a productivity rockstar will find this book helpful for extending their skill set through hands-on exercises. The content is beginner-friendly, assuming no knowledge of machine learning or artificial intelligence concepts, making it a perfect starting point for newcomers to the field.
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