New intents not recognized

Rasa Open Source
1

Hi All !

I’m trying Rasa for the first time in my IDE (PyCharm). However, my new intents are not recognized.

  1. I opened nlu.md in my IDE and added a new intent

intent:hungry

  • i want to eat
  • i’m hungry
  • i want to order something
  1. I added a new story in stories.md

hungry

  • hungry
  • utter_orderfood
  1. I added a new utterance in domain.yml

utter_orderfood:

  • text: “Shall I order you some food?”
  1. I added a conversation test in conversation_tests.md

hungry

  • hungry: i’m hungry
    • utter_orderfood
  1. I saved and then trained (rasa train) in my IDE terminal

When I now try out my bot (rasa shell) it does not respond appropriately to ‘I am hungry’ or any other ‘hungry’-intent.

“text”: “i want to eat”, “intent”: “hungry”, “intent_prediction”: { “name”: “bot_challenge”, “confidence”: 0.5426170229911804

Does anyone know what I’m doing wrong?

Moreover, when I change one of the texts of the utterances in domain.yml, It does not use that new text when using that utterance.