Conversational AI with Rasa build, automate, and deploy AI-powered text and voice-based assistants and chatbots

What you will learn Use the response selector to handle chitchat and FAQs Create custom actions using the Rasa SDK Train Rasa to handle complex named entity recognition Become skilled at building custom components in the Rasa framework Validate and test dialogs end to end in Rasa Develop and refine...

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Bibliographic Details
Main Authors: Kong, Xiaoquan, Wang, Guan (Author)
Format: eBook
Language:English
Published: Birmingham Packt Publishing 2021
Subjects:
Online Access:
Collection: O'Reilly - Collection details see MPG.ReNa
Table of Contents:
  • Table of Contents Introduction to Chatbots and the Rasa Framework Natural Language Understanding in Rasa Rasa Core Handling Business Logic Working with Response Selector to Handle chitchat and FAQs Knowledge Base Actions to Handle Question Answering Entity Roles and Groups for Complex Named Entity Recognition Customization of Rasa Testing and Production Deployment Conversation-Driven Development and Interactive Learning Debugging, Optimization, and the Community Ecosystem