Kong / Wang Conversational AI with Rasa

Build, test, and deploy AI-powered, enterprise-grade virtual assistants and chatbots
1. Auflage 2021
ISBN: 978-1-80107-388-2
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection

E-Book, Englisch, 264 Seiten

No detailed description available for "Conversational AI with Rasa".

Autoren/Hrsg.

Kong, Xiaoquan

Wang, Guan

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Spracherkennung, Sprachverarbeitung

Inhaltsverzeichnis

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

Über Autor(innen)

Kong Xiaoquan:

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.Wang Guan:

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.