Rasa多个意图相同的查找

Question

我一直在为酒店预订聊天机器人试用Rasa NLU。我试图提取两个功能，房间类型和房间数量。这是我的nlu.md文件

## intent:greet
- hey
- hello
- hi
- good morning
- good evening
- hey there

## intent:goodbye
- bye
- goodbye
- see you around
- see you later

## intent:affirm
- yes
- indeed
- of course
- that sounds good
- correct

## intent:deny
- no
- never
- I don't think so
- don't like that
- no way
- not really

## intent: book_room
- i would like to book a room
- i want a room
- i want to book room
- i would like a room
- i want to have a room
- i want to book
- i would like to book


## intent: book_n_rooms
-  [num_rooms] rooms
-  I would like to book [num_rooms]
-  I want [num_rooms] rooms
-  I need [num_rooms] rooms
-  I want to have [num_rooms] rooms

## intent: room_type
-  I would like a [room_type_name] room
-  Well, I want [room_type_name]
-  I need [room_type_name] rooms
-  I prefer [room_type_name] rooms

## book_room_all_details
-  I would like a [room_type_name] [num_rooms]
-  I would like [num_rooms] of [room_type_name]
-  I want [num_rooms] of [room_type_name]
-  I prefer [room_type_name] [num_rooms]
-  I like [num_rooms] of [room_type_name]
-  book [num_rooms] [room_type_name] rooms
-  I would like to book [num_rooms] [room_type_name]
-  I would like to book [2](num_rooms) [deluxe](room_type_name) rooms
-  I would like to book [3](num_rooms) [deluxe](room_type_name) type rooms
-  I want [1](num_rooms) [simple](room_type_name) room
-  I want [1](num_rooms) [simple](room_type_name) type room
-  I want [2](num_rooms) [simple](room_type_name) rooms
-  book [3](num_rooms) [simple](room_type_name) type rooms
-  book [3](num_rooms) [simple](room_type_name) rooms
-  I would like [5](num_rooms) rooms [deluxe](room_type_name) 
-  I want [5](num_rooms) rooms [deluxe](room_type_name) 
-  I prefer [5](num_rooms) rooms [deluxe](room_type_name) 
-  I prefer [5](num_rooms) rooms [deluxe](room_type_name) 
## regex:num_rooms
- [0-9]+

## lookup:room_type_name
- Simple
- Deluxe
- simple
- deluxe
- SIMPLE
- DELUXE

## intent:bot_challenge
- are you a bot?
- are you a human?
- am I talking to a bot?
- am I talking to a human?

[当我输入“预订2间豪华客房”时机器人问我需要几个房间。意图被错误分类。我尝试了此答案RASA NLU: Multiple entity extraction from Single intent，但这并未取得成果。请帮助。

Answer 1

请注意，regex和lookup已转换为功能。仅仅因为您在查询表中列出了“ DELUX”，并不意味着您的助手总是将其提取为room_type。另请参见Rasa的documentation。

我想您的助手主要不在工作，因为您的NLU数据需要更新：（1）您需要用适当的值替换[num_rooms]和[room_type_name]。 Rasa不会单独用数字替换[num_rooms]。意图下列出的示例应为普通句子。（2）book_room_all_details应该标记为意图，否则您的助手不知道该意图。

这里是更新的NLU数据：

## intent:book_room
- i would like to book a room
- i want a room
- i want to book room
- i would like a room
- i want to have a room
- i want to book
- i would like to book


## intent:book_n_rooms
-  4 rooms
-  I would like to book 1
-  I want 2 rooms
-  I need 3 rooms
-  I want to have 2 rooms

## intent:room_type
-  I would like a deluxe room
-  Well, I want simple
-  I need Simple rooms
-  I prefer DELUXE rooms

## intent:book_room_all_details
-  I would like to book [2](num_rooms) [deluxe](room_type_name) rooms
-  I would like to book [3](num_rooms) [deluxe](room_type_name) type rooms
-  I want [1](num_rooms) [simple](room_type_name) room
-  I want [1](num_rooms) [simple](room_type_name) type room
-  I want [2](num_rooms) [simple](room_type_name) rooms
-  book [3](num_rooms) [simple](room_type_name) type rooms
-  book [3](num_rooms) [simple](room_type_name) rooms
-  I would like [5](num_rooms) rooms [deluxe](room_type_name) 
-  I want [5](num_rooms) rooms [deluxe](room_type_name) 
-  I prefer [5](num_rooms) rooms [deluxe](room_type_name) 
-  I prefer [5](num_rooms) rooms [deluxe](room_type_name) 

## regex:num_rooms
- [0-9]+

## lookup:room_type_name
 - Simple
 - Deluxe
 - simple
 - deluxe
 - SIMPLE
 - DELUXE