Targeted Slot filling


(Yuga) #1

Hello Everyone,

UseCase: Find restaurants nearby; intent: find_restaurants; mandatory_slot: cuisine;

user says: “find restaurants nearby”; since “cuisine” is a mandatory slot, need to prompt the user to give this slot

After this, whatever the user says, is there a way to just take it in that slot, bypassing the intent classification & entity recognition? Also, is there a way to prompt the users for such slots, apart from stories? I observed that, sometimes, Rasa Core policy predicts random action other than the prompt action.

Thanks a lot for the help.