Multiple domain file

Rasa Open Source
1

Hi have following structure: project_dir

actions (directory) data (directory) models domains (directory) - intents.yml - actions.yml - responses.yml - slots.yml - entities.yml - forms.yml - general.yml

  • config.yml
  • credentials.yml
  • endpoints.yml

I am running following command to execute multiple domain file rasa train --domain /domains (I have also tried rasa train --domain .\domains)

But it is not working. What is right way to execute this command to work with multiple domains file?

2

Hello

Yes, splitting the domain is a bit harder than the rest.

@jonathanpwheat built this script to merge multiple domain files into one: Rasa domain Assembler · GitHub

You can change your virtual environment activation file to create a command that executes this script before training the bot.

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3

Try simply -

rasa train --domain domains

There’s no need for the / or ./

Actually it’s hard to tell what your structure is. Can you try to list it again with some indenting? Treat it like a code block if you need to or indent the lines with periods.

I only say this because you may need to have --domain data/domains if your domains is a subdirectory of data.

The script that Chris mentioned is for Rasa 1.x .

Rasa 2.x allows for the breaking up of domain, nlu and story data.

You can read about how to do this in more detail here - Organize your Rasa 2.0 training data like a boss - DEV Community

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4

I want to add that even though rasa train --domain domains works well, Rasa X has been having trouble dealing with multiple domain files and not detecting them (tried locally and on a server).

I don’t know if this is a common issue or if it only happens with me for some reason. This is why I’d personally rather use the script.

5

Oh yea, there is that.
We don’t use RasaX so I always forget that, thanks.

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