Cannot handle unhappy path with rasa interactive learning

Rasa Open Source
1

I want to handle unhappy path by using interactive learning to write stories about forms. However, it doesn’t work as in Forms. domain.yml (6.1 KB) stories.md (1.7 KB)

2

What’s the expected behavior and what’s the actual behavior? Can you please point out where it went wrong?

3

I want to handle stories just like this

chitchat

  • request_restaurant
    • restaurant_form
    • form{“name”: “restaurant_form”}
  • stop
    • utter_ask_continue
  • deny
    • action_deactivate_form
    • form{“name”: null}

I tried to write the stories both manually and using interactive learning but I can’t quit the form once it started in neither way, even though the deny intent is recognize correctly

4

there is an advice that I should set requested_slot to categorical to handle unhappy path

slots:
  fee:
    auto_fill: false
    type: unfeaturized
  goods_value:
    auto_fill: false
    type: unfeaturized
  ids:
    auto_fill: false
    type: unfeaturized
  local_address:
    auto_fill: false
    type: unfeaturized
  order_code:
    auto_fill: false
    type: unfeaturized
  receive_address:
    auto_fill: false
    type: unfeaturized
  send_address:
    auto_fill: false
    type: unfeaturized
  transportation_type:
    auto_fill: false
    type: unfeaturized
  weight:
    auto_fill: false
    type: unfeaturized
  requested_slot:
    type: categorical

However, there are errors when I train rasa again

image
image1533×270 26.1 KB

And I still cannot quit the form with deny intent stories.md (1.9 KB) domain.yml (5.8 KB)

5

@TQuy Could try removing the requested_slot from your domain file or making it at least unfeaturized? How did you get this domain file? Exported by interactive learning?

6

Thank you but it was solved here Cannot handle unhappy path with form - #5 by JulianGerhard

7

great!

1 Like