SlideShare a Scribd company logo
Product Updates from Rasa
Tom Bocklisch
Head of Engineering, Rasa
Rasa Developer Summit 2019
In May we shipped Rasa 1.0 & Rasa X
A lot has happened since then!
2761
Commits
122
Contributors
530
Closed Issues
We just released
Rasa 1.3
and
Rasa X 0.21
Developer workflows are key!
Build Improve DeployBuild
Build
Developer workflows are key!
Improve Deploy
● Domain
Knowledge
How to integrate Domain
Knowledge
E.g. a concierge bot wanting to fetch additional info
about a result:
What cuisine is the
first one?
I’ve found “Lụa Restaurant” and
“Donath” - should I reserve a
table for one of these?
How to integrate Domain
Knowledge
E.g. a concierge bot wanting to fetch additional info
about a result:
What cuisine is the
first one?
I’ve found “Lụa Restaurant” and
“Donath” - should I reserve a
table for one of these?
This is one of our research efforts, read more at
https://blog.rasa.com/integrating-rasa-with-knowledge-bases/
Build
Developer workflows are key!
Improve Deploy
● Domain
Knowledge
Build
Developer workflows are key!
Improve Deploy
● Domain
Knowledge
● Response
generation
How is the weather?
Sunny as always.
How to better handle chit-chat
and FAQs
What is your name?
My name is Rasa.
How are you?
I am wonderful, thanks.
NLU training data
Stories
old:
new:
Responses
How is the
weather?
Sunny as always.
How to better handle chit-chat
and FAQs What is your
name?
My name is Rasa.
How are you?
I am wonderful,
thanks.
This is one of our research efforts, read more at
https://blog.rasa.com/response-retrieval-models/
Build
Developer workflows are key!
Improve Deploy
● Domain
Knowledge
● Response
generation
● Domain
Knowledge
● Response
generation
● Response
Editor
Build
Developer workflows are key!
Improve Deploy
<Demo>
Response Editor
</Demo>
How to create great responses in
Rasa X
Developer workflows are key!
Build Improve DeployImprove
Developer workflows are key!
Build Improve Deploy
● Multi Story
Graphs
<Demo>
Multi Story Graphs
</Demo>
How to get an overview of a bots
capabilities
Developer workflows are key!
Build Improve DeployDeploy
Developer workflows are key!
Build Improve Deploy
● Scalability
How to make sure all your users
can enjoy your bot concurrently
Developer workflows are key!
Build Improve Deploy
So, what is next?
Developer workflows are key!
Build Improve Deploy
GIT CI CD
💡 integrate with common workflows
Talk to me about your workflow!
Thank
You

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Rasa Developer Summit - Tom Bocklisch, Rasa - Product Updates from Rasa