Conversational AI with Rasa
Rasa provides an open-source framework for developing AI chatbots that uses natural language processing (NLP) and machine learning technologies. With this book, you'll become well-versed with all that Rasa offers to help you build a next-level customer experience at scale.
Offered by
Difficulty Level
Intermediate
Completion Time
8h48m
Language
English
About Book
Who Is This Book For?
This book is for NLP professionals as well as machine learning and deep learning practitioners who have knowledge of natural language processing and want to build chatbots with Rasa. Anyone with beginner-level knowledge of NLP and deep learning will be able to get the most out of the book.
Conversational AI with Rasa
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 8h48m total length
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
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