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Intelligent Automation with IBM Cloud Pak for Business Automation

You're reading from   Intelligent Automation with IBM Cloud Pak for Business Automation A practical guide to automating enterprise business workflows to deliver intelligent solutions

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Product type Paperback
Published in Dec 2022
Publisher Packt
ISBN-13 9781801814775
Length 450 pages
Edition 1st Edition
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Authors (5):
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Suzette Samoojh Suzette Samoojh
Author Profile Icon Suzette Samoojh
Suzette Samoojh
Guilhem Molines Guilhem Molines
Author Profile Icon Guilhem Molines
Guilhem Molines
Stephen Kinder Stephen Kinder
Author Profile Icon Stephen Kinder
Stephen Kinder
Allen Chan Allen Chan
Author Profile Icon Allen Chan
Allen Chan
Kevin Trinh Kevin Trinh
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Kevin Trinh
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Toc

Table of Contents (21) Chapters Close

Preface 1. Part 1: Business Automation and Cloud Pak Overview
2. Chapter 1: What Is Cloud Pak for Business Automation? FREE CHAPTER 3. Chapter 2: RPA, Workflow, Decisions, and Business Applications 4. Chapter 3: Process Discovery and Process Mining 5. Chapter 4: Content Management and Document Processing 6. Part 2: Use Cases and Best Practices
7. Chapter 5: Task Automation with RPA 8. Chapter 6: Chatbot with RPA 9. Chapter 7: Workflow for Process Automation 10. Chapter 8: Automating Decisions to Speed Up Your Processes 11. Chapter 9: Manage Documents with Content Management 12. Chapter 10: Extract Meanings with Document Processing 13. Chapter 11: Engaging Business Users with Business Applications 14. Chapter 12: Workforce Insights 15. Part 3: Deployment Considerations
16. Chapter 13: On-Premises and On-Cloud Deployments 17. Chapter 14: Deployment Topologies, High Availability, and Disaster Recovery 18. Chapter 15: Automating Your Operations and Other Considerations 19. Index 20. Other Books You May Enjoy

Developing a chatbot

IBM RPA provides a category of commands to develop chatbots for conversations with humans. Let’s examine some language processing capabilities. Central to any chatbot design is the need to process natural language responses; after all, the assistant will need to have a conversation with a human.

While developing this example chatbot, we will leverage two related technologies for interacting with human language: NLP and IBM RPA knowledge bases. Let’s start with how NLP capability can help our chatbot.

IBM RPA provides a category of commands to build up custom dialogs for conversations with humans. Let’s examine some language processing capabilities.

NLP

NLP is a form of trained machine-learned language models for identifying entities of different types, such as:

  • Boolean
  • Date and Time
  • Email
  • Name
  • Address
  • Currency

Let’s look at a simple NLP example and examine the utility of NLP processing:

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