Open Source

Rasa is an open source machine learning framework that provides SSO, RBAC, and on-prem deployment to ensure compliance with company security policies

Introducing Rasa for Beginners

We’re excited to launch Rasa for Beginners: a free, introductory, hands-on course that will help you build your first functional and interactive AI assistant.…

Mady Mantha

Superhero Spotlight: Bhavani Ravi​

In this series we will shed light on the extraordinary community work done by our Rasa Superheroes, take a deep dive into what inspired them, and find out if they have any tips or advice to share with aspiring community builders. In this edition, we get to know Bhavani Ravi!…

Emma Wightman

Introducing Entity Roles and Groups

At a fundamental level, natural language understanding (NLU) does two things: it identifies the goal or meaning of the text and extracts key pieces of information…

Mady Mantha

New Rasa Starter Pack: IT Helpdesk

This assistant is a great starting point for building an IT helpdesk chatbot of your own, or you can use it as a reference implementation for integrating with a customer service ticketing system.…

Rasa

Visualise Word-Embeddings with Whatlies

We're happy to announce that we're open sourcing a visualisation tool!…

Vincent Warmerdam

Rasa Open Source + Rasa X: Better Together

We recently launched Rasa X, a free toolset that helps you quickly iterate on and improve the quality of your contextual assistant built using Rasa Open Source.…

Rasa

A Look Back at Rasa Developer Summit 2019

During two panel discussions and 14 talks, we heard from speakers at companies including N26, Adobe, Lemonade, and Facebook, who related experiences building custom integrations, shared cutting-edge research, and outlined strategies for leading effective product teams.…

Karen White

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 Rasa Open Source, 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