Book Image

Democratizing Artificial Intelligence with UiPath

By : Fanny Ip, Jeremiah Crowley
Book Image

Democratizing Artificial Intelligence with UiPath

By: Fanny Ip, Jeremiah Crowley

Overview of this book

Artificial intelligence (AI) enables enterprises to optimize business processes that are probabilistic, highly variable, and require cognitive abilities with unstructured data. Many believe there is a steep learning curve with AI, however, the goal of our book is to lower the barrier to using AI. This practical guide to AI with UiPath will help RPA developers and tech-savvy business users learn how to incorporate cognitive abilities into business process optimization. With the hands-on approach of this book, you'll quickly be on your way to implementing cognitive automation to solve everyday business problems. Complete with step-by-step explanations of essential concepts, practical examples, and self-assessment questions, this book will help you understand the power of AI and give you an overview of the relevant out-of-the-box models. You’ll learn about cognitive AI in the context of RPA, the basics of machine learning, and how to apply cognitive automation within the development lifecycle. You’ll then put your skills to test by building three use cases with UiPath Document Understanding, UiPath AI Center, and Druid. By the end of this AI book, you'll be able to build UiPath automations with the cognitive capabilities of intelligent document processing, machine learning, and chatbots, while understanding the development lifecycle.
Table of Contents (16 chapters)
1
Section 1: The Basics
5
Section 2: The Development Life Cycle with AI Center and Document Understanding
10
Section 3: Building with UiPath Document Understanding, AI Center, and Druid

Technical requirements

All code examples for this chapter can be found on GitHub at https://github.com/PacktPublishing/Democratizing-Artificial-Intelligence-with-UiPath/tree/main/Chapter06.

Working with UiPath is very easy, and with the Community version, we can get started for free. However, for UiPath AI Center, we will need an enterprise license. One can acquire a 60-day enterprise trial license from uipath.com.

With the 60-day enterprise trial, we will have access to the following:

  • Five RPA Developer Pro licenses – named user licenses include access to Studio, StudioX, Attended Robot, Apps, Action Center, and Task Capture
  • Five Unattended Robots, five Testing Robots, and two AI Robots
  • AI Center, AI Computer Vision, Automation Hub, Data Service, Document Understanding, and Insights

For this section, you will require the following:

  • UiPath Enterprise Cloud
  • UiPath Studio 2021.4+
  • The UiPath.IntelligentOCR.Activites package v.4.13...