Justina Petraityte

11 posts

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.…

Why, what and how to contribute to Rasa - removing friction from contributing to machine learning OSS

We are very excited to announce the Contribute to Rasa project - a public project on GitHub where we will share ideas for what contributions (code, content, local community chapters) you can make to Rasa.…

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.…

Announcing the Rasa Contributor Program

The Rasa open source community is growing faster than ever. Today we are excited to announce a new community initiative - we’re introducing the Rasa Contributor Program!…

Designing Rasa training stories

Training data is an essential part of every machine learning model. In this post, we are going to cover the best practices of designing Rasa training stories and what you should keep in mind to build your best conversational AI.…

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.…

Building contextual assistants with Rasa Forms

Slot filling is made easy with our new addition of FormPolicy. FormPolicy allows you to cover all the happy paths with a single story. Forms also let you alter logic within a happy path, without needing to change the training data.…

Going beyond ‘Hey Google’: building a Rasa-powered Google Assistant

In this post, we are going to show you how you can enable your Google Assistant to handle deeper and more natural conversations by integrating it with Rasa Stack.…

How to migrate your existing Google DialogFlow assistant to Rasa

Migration from DialogFlow to Rasa is one of the most common requests from the Rasa community. This post is going to cover a step-by-step process of migrating an existing DialogFlow assistant to Rasa.…