Rasa X UI & API Data Import

I’ve been working on migrating bots from Rasa to the new Rasa X. I’m excited about Rasa X but there’s still quite a bit of work to be done. In it’s current form it has that rushed to release feel.

After spending a few weeks working with Rasa X and importing data from different bots, I’m still struggling to keep track of what I can do via the UI, API and bugs related to the system. The import and other UI limitations have also lead me to develop a command line tool, rasacli, to try and fill in the gaps for managing my Rasa X data. rasacli is still in the early stages of development and I’ll write more about it later.

Here, I want to summarize where I think Rasa X is at in terms of bulk importing and managing of NLU/training, Core/Stories, template response and domain data. I’ll talk about each of them separately.

NLU Training Data

In past releases of Rasa, the NLU training data could be formatted as json or markdown. The Rasa team has encouraged developers to move to markdown and this is what I have used.

Please note that the tables below refer to bulk operations unless otherwise noted. The UI supports CRUD operations on individual items.

Core Stories

Template Responses

Domain