CODEWITHSUNDEEP
chatbotrasa-nlurasa-core
Nada Baili
Nada Baili

Reputation: 79

RASA: Automatic generation of stories

I want to know whether it is possible to automatically generate stories to train the chatbot using RASA. I have built my training data using the online training session to generate the stories and I found it very impractical. I would like to know whether there is some automatic way to do the story conversion of any conversation.

Upvotes: 2

Views: 1734

Answers (2)

freshiefrey
freshiefrey

Reputation: 23

This is probably too late of a response but it is for the rest of the community who might still need an answer to this. A few months ago, I personally experienced that it would take too long to conduct interactive learning to train your RASA bot (especially when you have hundreds of intents and actions).

What I did was:

1) Compile all my named intents and actions(utter_) into a .csv file with following column headers : [subject] | [intent_name] | [utter_name]

2) Parse the intent name along with its respective action name in the same row into Markdown(.md) format while adding the respective strings to follow the formatting of the stories.md file

Package this into a function and call in a for loop:

     subcell = "## " + column[0] + "\n" # [subject] header for stories
     subcell += "* " + column[1] + "\n" + "  - " + column[2] + "\n" + "\n" # [intent_name] + [utter_name]

3) The generated stories.md output will have all the direct intent-action pairings for your simple conversation flows. Likewise, you can apply this concept for generating domain.yml

Hope this helps!

Upvotes: 0

Tobias
Tobias

Reputation: 1910

You can use interactive learning to create training data while speaking to the bot. See the docs here for more information on how to use interactive learning.

Upvotes: 1

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