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Conversational AI with Rasa

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

Technical requirements

You can find all the files for this chapter in the ch02 directory of the GitHub repository at https://github.com/PacktPublishing/Conversational-AI-with-RASA.

The rest of the chapter is locked

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Authors (2)

Kong

Kong

Xiaoquan is a machine learning expert specializing in NLP applications. He has extensive experience in leading teams to build NLP platforms in several Fortune Global 500 companies. He is a Google developer expert in Machine Learning and has been actively involved in contributions to TensorFlow for many years. He also has actively contributed to the development of the Rasa framework since the early stage and became a Rasa Superhero in 2018. He manages the Rasa Chinese community and has also participated in the Chinese localization of TensorFlow documents as a technical reviewer.

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Wang

Wang

Guan is currently working on Al applications and research for the insurance industry. Prior to that, he was a machine learning researcher at several industry Al labs. He was raised and educated in Mainland China, lived in Hong Kong for 10 years before relocating to Singapore in 2020. Guan holds BSc degrees in Physics and Computer Science from Peking University, and an MPhil degree in Physics from HKUST. Guan is an active tech blogger and community contributor to open source projects including Rasa, receiving more than10,000 stars for his own projects on Github.

See other products by Wang