Rasa intent is rightly classified but picks up the wrong story path

[rahulseetharaman]

As we can see in this conversation, inspite of specifying room as deluxe, the bot happens to ask the room type again.

Here is my stories.md

book room path 1

• greet

  • utter_greet

• book_room

  • utter_ask_num_rooms

• tell_num_rooms

  • utter_ask_simple_deluxe

• tell_simple_deluxe

  • utter_okay

book room path 2

• greet

  • utter_greet

• book_room_with_type

  • utter_ask_num_rooms

• tell_num_rooms

  • utter_okay

book room path 3

• greet

  • utter_greet

• book_room_with_number

  • utter_ask_simple_deluxe

• tell_simple_deluxe

  • utter_okay

bot challenge

• bot_challenge

  • utter_iamabot

Here is my nlu.md file

intent:greet

• hey

• hello

• hi

• good morning

• good evening

• hey there

intent:goodbye

• bye

• goodbye

• see you around

• see you later

intent:bot_challenge

• are you a bot?

• are you a human?

• am I talking to a bot?

• am I talking to a human?

intent: book_room

• i would like to book a room

• i want a room

• i need rooms

• book some rooms

• i want to have room

intent: book_room_with_type

• i would like to book simple room

• i need a deluxe room

• i want a simple room

• book a simple room

• book deluxe rooms

intent: book_room_with_number

• i want 2 rooms

• book 4 rooms

• would like to make a booking for 5 rooms

• have 3 rooms

• would like to book 5 rooms

• 2 rooms

intent: tell_num_rooms

• 3 rooms

• i would like 4

• prefer 3

• prefer 2

• would like 3

• 4 rooms

intent: tell_simple_deluxe

• (simple)[rtype] room

• (deluxe)[rtype] room

• would like [rtype]

• would like [rtype]

• [rtype]

• simple

• deluxe

• would like simple

• want deluxe

As we can see the intent is rightly classified, but the wrong story is picked up.

[lluchini (Leonardo Luchini)]

Hello @rahulseetharaman,

to work with more than one slot with the intent it’s way better to use forms, trust me, I’ve been on this road before…

Forms

Cya!