Tutorials

The Rasa Masterclass Handbook: Episode 2

In Episode 2 of the Rasa Masterclass, we focus on generating NLU training data, including: the basics of conversation design, how to format your assistant’s NLU training data, and how to define the intents and entities your assistant can understand.…

Justina Petraityte

The Rasa Masterclass Handbook: Episode 1

In Episode 1 of the Rasa Masterclass, we do four things: define what a contextual assistant is, identify the components of Rasa, install Rasa, and create a Rasa starter project.…

Justina Petraityte

How to build a voice assistant with open source Rasa and Mozilla tools

What if you wanted to build and assistant that runs locally and ensures the privacy of your data? You can do it using open source Rasa, Mozilla DeepSpeech and Mozilla TTS tools. Check out this tutorial to find out how.…

Justina Petraityte

Customizing Training Data Importing

Since Rasa version 1.2 you can customize the way Rasa imports training data for the model training. This tutorial shows you how to use provided out-of-the-box components or how to build your own importer module and plug it into Rasa.…

Tobias Wochinger

Integrating Rasa with knowledge bases

What exactly is a knowledge base, and how can you use it to bring your AI assistant's understanding to the next level? Learn more in this tutorial.…

Tanja Bergmann

Set up a knowledge base to encode domain knowledge for Rasa

This guide details how to set up your own knowledge base, and then put it to use to improve your NER.…

Tanja Bergmann

Rasa X: Getting started as a current Rasa user

Rasa X is a tool designed to make it easier to deploy and improve Rasa-powered assistants by learning from real conversations. Learn how you can use it to take your Rasa assistant to the whole new level.…

Justina Petraityte

AI Assistants in Healthcare: An Open Source Starter Pack for Developers to Automate Full Conversations

Medicare Locator is an example AI assistant and chatbot to help developers in healthcare with their own, using open source tools and APIs.…

Alex Weidauer

Enhancing Rasa NLU models with Custom Components

We believe that customizing ML models is crucial for building successful AI assistants. In this tutorial, you will learn how to implement custom components and add them to the Rasa NLU pipeline.…

Justina Petraityte