You're reading from Conversational AI with Rasa

Product typeBook

Published inOct 2021

PublisherPackt

ISBN-139781801077057

Edition1st Edition

Tools

Rasa

Concepts

Mobile Application Development

Authors (2):

Xiaoquan Kong

Guan Wang

View More author details

Understanding the community ecosystem of Rasa

Rasa only offers core infrastructure and does not offer additional tools to help developers build bots. Rasa focuses on solutions for NLU and dialogue management, however, to create a complete chatbot, we also need to work on data collection, data generation, data labeling, and so on. We can do this by writing scripts, but this is not friendly to developers.

There are some open source projects in the developer community that can help and may act as additional tools to work together with Rasa to build chatbots. We introduce some of those tools in the following subsections.

Data generation tool – Chatito

Chatito is a data generation tool that helps developers to generate data with the simple format of a Domain-Specific Language (DSL). A DSL is a computer language specially designed for a particular application domain. Using a DSL has many advantages, such as being much more expressive in their domain than general-purpose programming...

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Conversational AI with Rasa

Published in: Oct 2021Publisher: PacktISBN-13: 9781801077057

Authors (2)

Xiaoquan Kong

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.
Read more about Xiaoquan Kong

Guan Wang

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.
Read more about Guan Wang

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You're reading from Conversational AI with Rasa

Understanding the community ecosystem of Rasa

Data generation tool – Chatito

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Authors (2)

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