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Conversational AI with Rasa

You're reading from  Conversational AI with Rasa

Product type Book
Published in Oct 2021
Publisher Packt
ISBN-13 9781801077057
Pages 264 pages
Edition 1st Edition
Languages
Authors (2):
Xiaoquan Kong Xiaoquan Kong
Profile icon Xiaoquan Kong
Guan Wang Guan Wang
Profile icon Guan Wang
View More author details

Table of Contents (16) Chapters

Preface Section 1: The Rasa Framework
Chapter 1: Introduction to Chatbots and the Rasa Framework Chapter 2: Natural Language Understanding in Rasa Chapter 3: Rasa Core Section 2: Rasa in Action
Chapter 4: Handling Business Logic Chapter 5: Working with Response Selector to Handle Chitchat and FAQs Chapter 6: Knowledge Base Actions to Handle Question Answering Chapter 7: Entity Roles and Groups for Complex Named Entity Recognition Chapter 8: Working Principles and Customization of Rasa Section 3: Best Practices
Chapter 9: Testing and Production Deployment Chapter 10: Conversation-Driven Development and Interactive Learning Chapter 11: Debugging, Optimization, and Community Ecosystem Other Books You May Enjoy

Summary

In this chapter, you learned how to debug a Rasa system and to optimize the performance of Rasa. You also learned about some excellent tools from the community that can help you.

When discussing how to debug a Rasa system, we introduced how to use the debugging information of the Rasa shell to deal with the problem of incorrect results run by Rasa. We then introduced how to use the pdb module and the IDE's debugging function to debug code errors.

When discussing how to optimize the performance of Rasa, we introduced how to use TensorBoard to observe the changes in metrics to determine how to adjust the learning rate and epoch settings.

Finally, we introduced you to some excellent tools from the Rasa community. By using these tools, your work efficiency can be greatly improved.

This is the last chapter of the book, so let's quickly review its main sections.

We started with an introduction to the architecture and underlying principles of the Rasa framework...

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