I need help to write a code for custom actions for groups in Rasa?
Example of statement: What analysis do I use if independent variables are numerical and categorical but dependent variables are numerical
my nlu: What analysis do I use if [indep]{“entity”:‘depOrIndep_var’, “group”:“firstgroup_var”} variables are [num]{“entity”: “numOrCat_var1”, “group”: “firstgroup_var”} and [cat]{“entity”: “numOrCat_var2”, “group”: “firstgroup_var”} but [dependent]{“entity”: “depOrIndep_var”, “group”: “secondgroup_var”} variables are [numerical]{“entity”: “numOrCat_var3”, “group”: “secondgroup_var”}
the answer: "use X"
I am using Rasa3.1. Below are further details. How do I provide different answers depending on the variables provided (based on the groups)? Below is my attempt, but I think I am not doing it right. Advices would be much appreciated!
entities:
- depOrIndep_var:
groups:
- firstgroup_var
- secondgroup_var
- numOrCat_var:
groups:
- firstgroup_var
- secondgroup_var
- factor_var:
groups:
- firstgroup_var
- secondgroup_var slots: firstgroup_var: type: text mappings:
- type: from_entity entity: depOrIndep_var group: firstgroup_var secondgroup_var: type: text mappings:
- type: from_entity entity: depOrIndep_var group: secondgroup_var depOrIndep: type: text mappings:
- type: from_entity
entity: depOrIndep_var
conditions:
- active_loop: info_test_form numOrCat1: type: text mappings:
- type: from_entity
entity: numOrCat_var1
conditions:
- active_loop: info_test_form numOrCat2: type: text mappings:
- type: from_entity
entity: numOrCat_var2
conditions:
- active_loop: info_test_form numOrCat3: type: text mappings:
- type: from_entity
entity: numOrCat_var3
conditions:
- active_loop: info_test_form forms: info_test_form: required_slots:
- numOrCat1
- numOrCat2
- numOrCat3
- depOrIndep
- firstgroup_var
- secondgroup_var
- secondgroup_var
- numOrCat_var:
groups:
- firstgroup_var
- secondgroup_var
action.py:
class ActionInfoTestForm(Action):
def name(self) -> Text:
return "action_info_test_form"
def run(self, dispatcher: CollectingDispatcher,
tracker: Tracker,
domain: Dict[Text, Any]) -> List[Dict[Text, Any]]:
grouping = tracker.get_slot('firstgroup_var')
depOrIndep = tracker.get_slot('depOrIndep')
numOrCat1 = tracker.get_slot('numOrCat1')
numOrCat2 = tracker.get_slot('numOrCat2')
catvar = tracker.get_slot('cat_var')
if grouping == 'firstgroup_var' and depOrIndep == 'independent' and numOrCat1 == 'numerical' and numOrCat2 == 'categorical':
dispatcher.utter_message(template= 'utter_twodepcat')
