Conversational AI
For updates regarding how we utilize, improve upon, and explore conversational AI technologies, check out this category for related blog posts!
September 28th, 2022
How to Connect Your AI Assistant with Google Calendar
Sonam Pankaj
This blog is a walk through on building a AI Assistant experience and connecting it with google calendar.
September 14th, 2022
Benchmarking Language Models
Sonam Pankaj
Is AI all about beating numbers to be at the top of leaderboard? Let's reimagine benchmarks, with Dynamic Benchmarking. It hosts tasks dynamically to collect data against state-of-the-art models in the loop, over multiple rounds.
August 31st, 2022
Designing Conversational AI for the Enterprise: Personalizing the User Experience with Contextual User Profiles
Eric Kontargyris
As brands increasingly say goodbye to FAQ and rules-based chatbots in favor of conversational digital assistants capable of engaging with customers in a human-like manner, it’s time to embrace personalization as part of your digital assistant strategy.
March 23rd, 2022
All About Tracker Loading, Checkpoint Resolution, and Story Augmentation
Felicia Körner
This blog post will walk you through the internals of how Rasa turns the conversation data you provide into the format needed for training and testing policies, as well as the automated data augmentation that is performed.
February 3rd, 2022
Rasa Recognized in 2022 Gartner® Magic Quadrant™ for Enterprise Conversational AI Platforms
Scout Ellam-Scholes
Rasa Recognized as Niche Player by Gartner in their first ever Enterprise Conversational AI Platforms Magic Quadrant Report
February 1st, 2022
Enterprise Success with Conversational AI Webinar Recap
Lauren Goerz
Explore key takeaways from our December 2021 interviews with Rasa customers on their enterprise successes with conversational AI
October 1st, 2021
New Livestream: Rasa Community Showcase
Emma Jade Wightman
We have another brand new regular stream on our YouTube channel - The Rasa Community Showcase!
June 21st, 2021
Custom SpaCy 3.0 models in Rasa
Vincent Warmerdam
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.
May 19th, 2021
Benchmarking Success for Enterprise Conversational Teams
Alan Nichol
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
Vincent Warmerdam
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
Karen White
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
Johannes Mosig
Vladimir Vlasov
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
Karen White
We examine 5 key insights from enterprises adopting conversational AI.
March 4th, 2021
Exploring Semantic Map Embeddings / Part II
Rasa
Johannes Mosig
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
Johannes Mosig
We explore a new sparse text embedding that has some interesting properties.