Lexical Features from SpaCy for Rasa
SpaCy is an excellent tool for NLP, and Rasa has supported it from the start. You might already be aware of the spaCy components in the…
Introducing the BreakoutBot Diaries
We are happy to announce a new YouTube series on building BreakoutBot. It's a digital assistant that also functions as a game. The goal of the series is to document how we're making a text-based adventure game using Rasa.…
Custom Gensim Embeddings in Rasa
Training your own word embeddings can be a hassle, and we typically advise against it. It can require a lot of computing power, time, and a…
GPT-3: Careful First Impressions
If you’ve been following NLP Twitter recently, you’ve probably noticed that people have been talking about this new tool called GPT-3 from OpenAI. It’…
Introducing Rasa NLU Examples
Conversational AI is an experimental field. This is in part because the field is relatively new but also because no chatbot is the same. Best practices…
How to make a Custom Printer Component in Rasa NLU
Rasa offers many useful components to build a digital assistant but sometimes you may want to write your own. This document will be part of a…
Demonstration of TED Policy in Rasa NLU
This guide accompanies a video on our algorithm whiteboard playlist. You can see the video below, but we figured that having a written guide would make…
How to Use BERT in Rasa NLU
Since the release of DIET with Rasa Open Source 1.8.0, you can use pre-trained embeddings from language models like BERT inside of Rasa NLU…
Using Custom spaCy Components in Rasa
In this guide we're going to show you how you can get a custom spaCy model working inside of Rasa on your local machine. The document…