Custom SpaCy 3.0 models in Rasa
In this guide, we're going to bootstrap a spaCy 3.0 project and show you how you can integrate it with Rasa. We will train an entity detector and demonstrate how to use the new spaCy projects feature.…
Introducing Rasalit: Streamlit Apps to Explore Rasa Models
Introducing Rasalit! It's a collection of streamlit apps that make it easier to explore your trained Rasa models.…
Rasa Open Source Now Supports spaCy 3.0
In February this year, spaCy 3.0 was released. This was a major release with many new features, including new pre-trained models. Rasa Open Source 2.5 now includes support for this new version of spaCy, which brings many new features to the Rasa community.…
Create and Deploy Custom Actions Containers to Rasa X using Gitlab DevOps Platform
This blogpost was a collaboration between William Arias, from Gitlab, and Vincent D. Warmerdam, from Rasa. You can find the same blogpost on Gitlab here. Virtual…
Announcing: Rasa for Pets
Disclaimer: this blogpost was an April Fools joke. Rasa is expanding into an exciting, previously untapped market: species to species communication. We’re very proud to…
Intents & Entities: Understanding the Rasa NLU Pipeline
In a Rasa project, the NLU pipeline defines the processing steps that convert unstructured user messages into intents and entities. It consists of a series of…
Proper Name Detection
Detecting names in a user message is a common challenge when designing a virtual assistant. It's a task many Rasa users face, which is why you…
webkitSpeechRecognition and Rasa
You can do a lot in a modern browser these days. You can, for example, detect speech via the Web Speech API. It’s an experimental…
Zooming in on Dialogue Management in Rasa 2.0
In Rasa Open Source 2.0, there are three main dialogue policies. In this blog post we’re going to highlight how they work together, and…