The Rasa Blog
For updates regarding how we utilize, improve upon, and explore conversational AI technologies, check out this category for related blog posts!
May 19th, 2021
Benchmarking Success for Enterprise Conversational Teams
The enterprise readiness scorecard is a new tool from Rasa to help enterprises create concrete, actionable success plans.
May 12th, 2021
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.
April 23rd, 2021
A Practical Guide to Building Conversational AI Proofs of Concept
This guide zeroes in on best practices for building conversational AI proofs of concept, to help teams create a solid foundation for future development.
April 19th, 2021
Why Rasa uses Sparse Layers in Transformers
Feed forward neural network layers are typically fully connected, or _dense_. But do we actually need to connect every input with every output? And if not, which inputs should we connect to which outputs?
March 8th, 2021
Takeaways from Two Recent Rasa Production Stories
We examine 5 key insights from enterprises adopting conversational AI.
March 4th, 2021
Exploring Semantic Map Embeddings / Part II
In this second part of our series on semantic maps, we show how to create them and see how they perform as featurizers for DIET.
February 24th, 2021
Exploring Semantic Map Embeddings / Part I
We explore a new sparse text embedding that has some interesting properties.
January 5th, 2021
Getting Back on the Happy Path
How to guide users toward successful interactions.
December 3rd, 2020
Using Rasa Github Action for building Custom Action Server images
In this tutorial we would like to show you how you can use Rasa Github Action to automate your Rasa custom action development workflow.
November 9th, 2020
Rasa for Content Creators
Content creators contribute one of the most visible parts of an assistant: the personality, responses, and conversation flows.
September 21st, 2020
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.
September 4th, 2020
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…
September 3rd, 2020
The CDD Playbook: Strategies for Conversation-Driven Development
Learn concrete, actionable steps for building AI assistants using conversation-driven development
September 2nd, 2020
Putting Conversation-Driven Development to the Test
What we learned testing two assistants side by side: one developed using conversation-driven development, the other attempting to break as many CDD “rules” as we could.
August 20th, 2020
Superhero Spotlight: Bhavani Ravi
Emma Jade Wightman
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!