You're reading from Conversational AI with Rasa Build, test, and deploy AI-powered, enterprise-grade virtual assistants and chatbots

Product type Paperback

Published in Oct 2021

Publisher Packt

ISBN-13 9781801077057

Length 264 pages

Edition 1st Edition

Tools

Rasa

Concepts

Chatbots

Authors (2):

Xiaoquan Kong

Guan Wang

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Table of Contents (16) Chapters

Preface

1. Section 1: The Rasa Framework

2. Chapter 1: Introduction to Chatbots and the Rasa Framework FREE CHAPTER

3. Chapter 2: Natural Language Understanding in Rasa

4. Chapter 3: Rasa Core

5. Section 2: Rasa in Action

6. Chapter 4: Handling Business Logic

7. Chapter 5: Working with Response Selector to Handle Chitchat and FAQs

8. Chapter 6: Knowledge Base Actions to Handle Question Answering

9. Chapter 7: Entity Roles and Groups for Complex Named Entity Recognition

10. Chapter 8: Working Principles and Customization of Rasa

11. Section 3: Best Practices

12. Chapter 9: Testing and Production Deployment

13. Chapter 10: Conversation-Driven Development and Interactive Learning

14. Chapter 11: Debugging, Optimization, and Community Ecosystem

15. Other Books You May Enjoy

Summary

In this chapter, we discussed CDD, which is a methodology that is used to construct dialogue systems efficiently. We introduced a tool for CDD: Rasa X. We explained, in detail, how to use Rasa X to complete the six steps of CDD, that is, sharing, reviewing, annotating, testing, tracking, and fixing. Additionally, we discussed interactive learning and demonstrated, in detail, how to use the Rasa CLI to complete interactive learning. After studying these two topics, you should now have more confidence regarding how to build a successful dialogue system in theory and in practice.

In the next chapter, we will discuss how to debug and optimize the dialogue system and introduce Rasa's open source community ecosystem.

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You're reading from Conversational AI with Rasa Build, test, and deploy AI-powered, enterprise-grade virtual assistants and chatbots

Table of Contents (16) Chapters

Summary

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Authors (2)