Conversational AI with Rasa(English, Paperback, Kong Xiaoquan) Offer

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  • Language: English
  • Binding: Paperback
  • Publisher: Packt Publishing Limited
  • Genre: Computers
  • ISBN: 9781801077057
  • Pages: 264
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Conversational AI with Rasa Specifications

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Conversational AI with Rasa Features & Specifications stand apart in the UYQL : Natural language & machine translation category. The details about Conversational AI with Rasa(English, Paperback, Kong Xiaoquan) are given below as well. Unboxing Conversational AI with Rasa specs Language: English, Binding: Paperback, Publisher: Packt Publishing Limited, Genre: Computers, ISBN: 9781801077057, Pages: 264, & more details are given below

Create next-level AI assistants and transform how customers communicate with businesses with the power of natural language understanding and dialogue management using RasaKey FeaturesUnderstand the architecture and put the underlying principles of the Rasa framework to practiceLearn how to quickly build different types of chatbots such as task-oriented, FAQ-like, and knowledge graph-based chatbotsExplore best practices for working with Rasa and its debugging and optimizing aspectsBook DescriptionThe Rasa framework enables developers to create industrial-strength chatbots using state-of-the-art natural language processing (NLP) and machine learning technologies quickly, all in open source.Conversational AI with Rasa starts by showing you how the two main components at the heart of Rasa work - Rasa NLU (natural language understanding) and Rasa Core. You'll then learn how to build, configure, train, and serve different types of chatbots from scratch by using the Rasa ecosystem. As you advance, you'll use form-based dialogue management, work with the response selector for chitchat and FAQ-like dialogs, make use of knowledge base actions to answer questions for dynamic queries, and much more. Furthermore, you'll understand how to customize the Rasa framework, use conversation-driven development patterns and tools to develop chatbots, explore what your bot can do, and easily fix any mistakes it makes by using interactive learning. Finally, you'll get to grips with deploying the Rasa system to a production environment with high performance and high scalability and cover best practices for building an efficient and robust chat system.By the end of this book, you'll be able to build and deploy your own chatbots using Rasa, addressing the common pain points encountered in the chatbot life cycle.What you will learnUse the response selector to handle chitchat and FAQsCreate custom actions using the Rasa SDKTrain Rasa to handle complex named entity recognitionBecome skilled at building custom components in the Rasa frameworkValidate and test dialogs end to end in RasaDevelop and refine a chatbot system by using conversation-driven deployment processingUse TensorBoard for tuning to find the best configuration optionsDebug and optimize dialogue systems based on RasaWho this book is forThis 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.

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Conversational AI with Rasa Specs

Book Details

Title Conversational AI with Rasa
Imprint Packt Publishing Limited
Product Form Paperback
Publisher Packt Publishing Limited
Genre Computers
ISBN13 9781801077057
Book Category Higher Education and Professional Books
BISAC Subject Heading COM014000
Book Subcategory Computing and Information Technology Books
Language English

Dimensions

Height 235 mm
Length 191 mm

Books Info

Language English
Binding Paperback
Pages 264
Publisher Packt Publishing Limited
Year 0
Author Kong Xiaoquan 

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