Reem
January 21, 2021, 12:57pm
1
I wrote my domain, actions, and stories files then I trained my model. When I tried testing it using rasa shell, I did not get any responses.
here is my domain folder:
version: “2.0”
session_config:
session_expiration_time: 60
carry_over_slots_to_new_session: true
intents:
greet
morning
evening
afternoon
goodbye
goodnight
nice_to_meet
nice_to_talk
see_again
thanking
welcome_thanks
well_done
askingAboutDoingWithName
askingAboutDoingWithOutName
waiting
sorry
user_waiting
flight_search_intent
flight_search_intent_with_daeparture_and_destenation_cities_and_departure_date
flight_search_intent_with_daeparture_and_destenation_cities_only
flight_search_with_destenation_only
flight_search_with_departure_only
provide_departure_city
provide_destination_city
provide_departure_date
provide_return_date
provide_one_way_trip
provide_round_trip
Connect_agent
provide_name
provide_phone_number
provide_email
provide_issue_deatils
get_Hoppies
get_Kind_of_cities
get_weather
bot_challenge
entities:
name
Search_flight
city
departure_date
return_date
return_decision
one_way_flight
round_flight
report_issue
provide_name
phone
email
get_issue_details
hobby
city_type
weather_type
responses:
utter_greet:
text: “Hey! How can I help you?”
utter_did_that_help:
text: “Did that help you?”
utter_goodbye:
text: “Bye”
utter_ask_about_trip:
text: “Are you looking for a round trip or a one way trip?”
utter_ask_about_departure:
text: “Where are you flying from? (departure city)”
utter_ask_about_destination:
text: “where are you flying to? (destination city)”
utter_ask_about_departure_date:
- text: “when would you like to go?”
utter_ask_about_return_date:
- text: “when would you like to return?”
utter_iamabot:
- text: “I am a robot”
actions:
utter_greet
utter_did_that_help
utter_goodbye
utter_ask_about_trip
utter_ask_about_departure
utter_ask_about_destination
utter_ask_about_departure_date
utter_ask_about_return_date
utter_iamabot
action_flight_search
here is my stories folder:
version: “2.0”
stories:
and here is my actions folder:
import json
from pathlib import Path
from typing import Any, Text, Dict, List
from rasa_sdk import Action, Tracker
from rasa_sdk.executor import CollectingDispatcher
class ActionFlightSearch(Action):
def name(self) -> Text:
return "action_flight_search"
def run(self, dispatcher: CollectingDispatcher,
tracker: Tracker,
domain: Dict[Text, Any]) -> List[Dict[Text, Any]]:
dispatcher.utter_message(text="Here are the available flights!")
return []
jjuzl
January 25, 2021, 9:41am
2
Hi @Reem ,
Do you have nlu training examples? e.g. for the intent flight_search_intent?
Reem
January 26, 2021, 12:06pm
3
Yes I do!
here is my nlu file, thank you for your reply :
version: “2.0”
nlu:
#A )Here the list of intents that would be used for Greetings function:
#1 ) Welcoming without time:
intent: greet
examples: |
hey
hello
hi
hello there
hey there
let’s go
just going to say hi
heya
hello hi
howdy
greetings
hi there
long time no see
I greet you
hello again
good day
#2 ) welcoming in the morning
intent: morning
examples: |
good morning
moin
morning
GM
gm
goodmorning
monin;
have a good morning
Have a great morning
Have an awesome morning
Wishing you a good morning
Wishing you a grat morning
good morning
good morning to you
hello good morning
have a nice morning
have a great morning
morning
good morning there
top of the morning to you
a good morning
good morning to you
hi good morning
and a good morning to you
good morning too
#3 ) welcoming in the afternoon
intent: evening
examples: |
good evening
goodevening
have a good evening
Have a great evening
Have an awesome evening
Wishing you a good evening
Wishing you a grat evening
GE
ge
evening
#4 ) welcoming in the afternoon
intent: afternoon
examples: |
good afternoon
goodafternoon
good after-noon
good after noon
have a good afternoon
Have a great afternoon
Have an awesome afternoon
Wishing you a splendid afternoon
Wishing you a good afternoon
gan
gafn
GAN
GAFN
#5 ) Goodbye:
intent: goodbye
examples: |
okay see you later
hope to see you later
bye for now
till next time
I must go
bye
goodbye
see you
see you soon
bye-bye
bye bye good night
good bye
bye bye see you
bye bye see you soon
bye bye take care
I said bye
never mind bye
now bye
that’s all goodbye
that’s it goodbye
leave me alone
go to bed
goodbye for now
talk to you later
you can go now
get lost
goodbye see you later
alright bye
see ya
thanks bye bye
okay bye
okay thank you bye
see you tomorrow
ok bye
#6 ) goodnight:
intent: goodnight
examples: |
sweet dreams
good night
have a good night
good night to you
thank you good night
bye good night
good night bye
bye good night
good good night
good night for now
goodnight
night
thanks goodnight
good night see you tomorrow
alright goodnight
good tonight
okay have a good night
night
have a good night
gn
GN
nighty
#7 ) nice to meet you:
intent: nice_to_meet
examples: |
nice to meet you
it was nice meeting you
it was very nice to meet you
good to know each other
glad to meet you
nice meeting you
nice to meet you too
pleased to meet you
pleasure to meet you
pleasure to meet you too
good to see you
#8 ) nice to meet you:
intent: nice_to_talk
examples: |
it’s been so nice to talk to you
it’s been a pleasure talking to you
nice to talk to you
it’s nice to talk to you
nice talking to you
it is nice talking to you
how nice it is to talk to you
#9 ) see you again:
intent: see_again
examples: |
I’d like to see you again
I hope to see you again
would be nice to see you again
that’d be great to see you again
I’d be happy to see you again
I’ll miss you
can I see you again
c you again
c ya again
c u again
cu again
cya again
#10 ) thanks:
intent: thanking
examples: |
you helped a lot thank you
appreciate your help
cheers
thank you
thanks
thanks a lot
terrific thank you
great thank you
thanks so much
thank you so much
thanks for your help
thank you for your help
nice thank you
I appreciate it
I thank you
thank you that will be all
thanks buddy
thanks love
thank you my friend
well thanks
very good thank you
good thanks
thanks again
thank you again
all thank you
alright thank you
alright thanks
no thank you that’s all
perfect thank you
so nice of you
well thank you
well thanks
thnx
thank you
thanx
#11 ) welcoming_thanks
intent: welcome_thanks
examples: |
that’s my pleasure
my pleasure
anytime
welcome
you’re welcome
sure welcome
welcome here
you’re so welcome
anything you want
welcome
#12 ) well_done:
intent: well_done
examples: |
good job
great job
way to go
well done
nice work
great work
amazing work
bravo
good work
#here the list of intents that could be used with AnwerQuestion:
#1 ) Asking About Doing with dpecifying the user name:
intent: askingAboutDoingWithName
examples: |
I am Ahmad , how are you?
I am Sara , how are you doing?
I am Maryam , how are you fegiteling?
I’m Abdullah , how’s everything?
I’m Sultan , how have you been?
I’m Bushra , how is your morning so far?
I’m Marwah , how are you getting on?
I’m Mohammed , how’s your day going?
I’m John , how are you?
I’m Sema , is everything all right?
I’m Rayan , how are you doing?
I’m Manar , how are the things going?
I’m Maher , are you alright?
I’m Eman , are you okay?
I’m Ehsan , how are you feeling?
I’m Sema , how are you going?
I’m Khalid , is everything okay?
I’m Ahmed , how are you today?
I’m Norah , how do you do?
I’m Mona , how do you feel?
I’m Hoda , how have you been?
I’m Huda , how is it?
I’m Ali , how is it going?
I’m Adam , how is your day?
I’m Nida , how is your day going?
I’m Nesreen , how is your evening?
I’m Mustafa , how was your day?
I’m Jamal , are you having a good day?
I’m Asia , hope your day is going well?
I’m Talal , hope you re having a pleasant evening?
I’m Entisar , how’s life?
I’m Ameen , I’m fine and you?
I’m Zainab , how is your life?
I’m Marwah , how has your day been?
I’m Wejdan , how is your morning going?
I’m Amjad , how has your day been going?
I’m Nooran , how about you?
I’m Joud , how is your day being?
I’m Ahd , how is your day going on?
I’m Hassan , how your day is going?
I’m Hussain , what was your day like?
I’m Naief , what about your day?
I’m Nawaf , how’s your day?
I’m Daniah , how are you doing this morning?
I’m Alhanoof , how is your day going?
#2 ) Asking About Doing with specifying the user name:
intent: askingAboutDoingWithOutName
examples: |
how are you?
how are you doing?
how are you feeling?
how’s everything?
how have you been?
how is your morning so far
how are you getting on
how’s your day going
is everything all right
how are you doing
how are the things going
are you alright
are you okay
how are you feeling
how are you going
is everything okay
how are you today
how do you do
how do you feel
how have you been
how is it
how is it going
how is your day
how is your day going
how is your evening
how was your day
are you having a good day
hope your day is going well
hope you re having a pleasant evening
how’s life
I’m fine and you
how is your life
how has your day been
how is your morning going
how has your day been going
how about you
how is your day being
how is your day going on
how your day is going
what was your day like
what about your day
how’s your day
how are you doing this morning
how is your day going
#3 ) waiting
intent: waiting
examples: |
wait a second
could you wait
wait please
hold on
wait
oh wait
wait hold on
don’t rush
just a second
just a minute
wait for a moment please
#4 ) sorry:
intent: sorry
examples: |
excuse me
apologise
I apologize
sorry
I’m sorry
I am so sorry
my apologies
apologies
apologies to me
apology
excuse
I beg your pardon
pardon
I said sorry
I am really sorry
forgive me
sorry about that
sorry about this
really sorry
very sorry
ok sorry
I want to say sorry
alright I’m sorry
okay I’m sorry
#6 ) dont care:
#- intent: dont_care
examples: |
- I don’t care
- I shouldn’t care about this
#- whatever
#- I do not care
#- I don't care at all
#- not caring
#- not care at all
#- don't care at all
#- not caring at all
#7 ) user waiting:
intent: user_waiting
examples: |
I’m waiting
still waiting
I’ll wait
I can’t wait anymore
how long do I have to wait
#here the list of intents that could be used with Flight Search:
1) a general intent for search flight:
intent: flight_search_intent
examples: |
2) flight_search_intent_with_daeparture_and_destenation_cities_and_departure_date:
intent: flight_search_intent_with_daeparture_and_destenation_cities_and_departure_date
examples: |
I am looking for a flight from [Berlin]{“entity”: “city”, “role”: “departure”} to [San Francisco]{“entity”: “city”, “role”: “destination”} Tomorrow .
I want to book a flight from [Berlin]{“entity”: “city”, “role”: “departure”} to [San Francisco]{“entity”: “city”, “role”: “destination”} on 14/05/2022 .
I want to book a flight from [Berlin]{“entity”: “city”, “role”: “departure”} to [San Francisco]{“entity”: “city”, “role”: “destination”} on 30/1/2021 .
Can you please find a flight for me from [Berlin]{“entity”: “city”, “role”: “departure”} to [San Francisco]{“entity”: “city”, “role”: “destination”} on 3-4-2020 .
Book a flight from [Berlin]{“entity”: “city”, “role”: “departure”} to [San Francisco]{“entity”: “city”, “role”: “destination”} Today .
Book a flight from [Berlin]{“entity”: “city”, “role”: “departure”} to [San Francisco]{“entity”: “city”, “role”: “destination”} on January,21st,2020 .
find a flight for me from [Berlin]{“entity”: “city”, “role”: “departure”} to [San Francisco]{“entity”: “city”, “role”: “destination”} on January,21st,2020 .
I want to fly from [Berlin]{“entity”: “city”, “role”: “departure”} to [San Francisco]{“entity”: “city”, “role”: “destination”} on 17th January 2021 .
I wanna trp from [Berlin]{“entity”: “city”, “role”: “departure”} to [San Francisco]{“entity”: “city”, “role”: “destination”} on 17th January 2021 .
I need a flight from [Berlin]{“entity”: “city”, “role”: “departure”} to [San Francisco]{“entity”: “city”, “role”: “destination”} Tomorrow .
3) flight_search_intent_with_daeparture_and_destenation_cities_only
intent: flight_search_intent_with_daeparture_and_destenation_cities_only
examples: |
I am looking for a flight from [Berlin]{“entity”: “city”, “role”: “departure”} to [San Francisco]{“entity”: “city”, “role”: “destination”}.
I want to book a flight from [Berlin]{“entity”: “city”, “role”: “departure”} to [San Francisco]{“entity”: “city”, “role”: “destination”}.
I want to book a flight from [Berlin]{“entity”: “city”, “role”: “departure”} to [San Francisco]{“entity”: “city”, “role”: “destination”}.
Can you please find a flight for me from [Berlin]{“entity”: “city”, “role”: “departure”} to [San Francisco]{“entity”: “city”, “role”: “destination”}.
Book a flight from [Berlin]{“entity”: “city”, “role”: “departure”} to [San Francisco]{“entity”: “city”, “role”: “destination”}.
Book a flight from [Berlin]{“entity”: “city”, “role”: “departure”} to [San Francisco]{“entity”: “city”, “role”: “destination”}.
find a flight for me from [Berlin]{“entity”: “city”, “role”: “departure”} to [San Francisco]{“entity”: “city”, “role”: “destination”}.
I want to fly from [Berlin]{“entity”: “city”, “role”: “departure”} to [San Francisco]{“entity”: “city”, “role”: “destination”}.
I wanna to fly from [Berlin]{“entity”: “city”, “role”: “departure”} to [San Francisco]{“entity”: “city”, “role”: “destination”}.
I need a trip from [Berlin]{“entity”: “city”, “role”: “departure”} to [San Francisco]{“entity”: “city”, “role”: “destination”}.
4) flight_search_with_destenation_only:
intent: flight_search_with_destenation_only
examples: |
I want to book a flight ticket to [San Francisco]{“entity”: “city”, “role”: “destination”}.
Can you please find a flight ticket for me to [San Francisco]{“entity”: “city”, “role”: “destination”}?.
find a flight for me to [San Francisco]{“entity”: “city”, “role”: “destination”}, please.
find a flight for me to [San Francisco]{“entity”: “city”, “role”: “destination”} please.
would you please help me to find a flight to [San Francisco]{“entity”: “city”, “role”: “destination”}?.
I want a flight to [San Francisco]{“entity”: “city”, “role”: “destination”}.
I want a ticket to [San Francisco]{“entity”: “city”, “role”: “destination”}.
I want to travel to [San Francisco]{“entity”: “city”, “role”: “destination”}.
I want a flight ticket for [San Francisco]{“entity”: “city”, “role”: “destination”}.
I want a travel ticket for [San Francisco]{“entity”: “city”, “role”: “destination”}.
I am looking for a flight to [San Francisco]{“entity”: “city”, “role”: “destination”}.
I want to book a flight for [San Francisco]{“entity”: “city”, “role”: “destination”}.
I want to book a flight to [San Francisco]{“entity”: “city”, “role”: “destination”} asap.
Can you please find a flight for me to [San Francisco]{“entity”: “city”, “role”: “destination”}.
I want to book a ticket to [San Francisco]{“entity”: “city”, “role”: “destination”}.
Book a flight for [San Francisco]{“entity”: “city”, “role”: “destination”}.
find a flight for [San Francisco]{“entity”: “city”, “role”: “destination”}.
I wanna book a flight ticket to [San Francisco]{“entity”: “city”, “role”: “destination”}.
I need a trip ticket to [San Francisco]{“entity”: “city”, “role”: “destination”}.
find a flight for [San Francisco]{“entity”: “city”, “role”: “destination”}.
find a flight to [San Francisco]{“entity”: “city”, “role”: “destination”}.
find me a flight to [San Francisco]{“entity”: “city”, “role”: “destination”}.
book a flight for [San Francisco]{“entity”: “city”, “role”: “destination”}.
5) flight_search_with_departure_only:
intent: flight_search_with_departure_only
examples: |
I want to book a flight ticket from [Berlin]{“entity”: “city”, “role”: “departure”}.
Can you please find a flight ticket for me from [Berlin]{“entity”: “city”, “role”: “departure”}?.
find a flight for me from [Berlin]{“entity”: “city”, “role”: “departure”}, please.
find a flight for me from [Berlin]{“entity”: “city”, “role”: “departure”} please.
would you please help me to find a flight from [Berlin]{“entity”: “city”, “role”: “departure”}?.
I want a flight from [Berlin]{“entity”: “city”, “role”: “departure”}.
I want a ticket from [Berlin]{“entity”: “city”, “role”: “departure”}.
I want to travel from [Berlin]{“entity”: “city”, “role”: “departure”}.
I want a flight ticket from [Berlin]{“entity”: “city”, “role”: “departure”}.
I want a travel ticket from [Berlin]{“entity”: “city”, “role”: “departure”}.
I am looking for a flight from [Berlin]{“entity”: “city”, “role”: “departure”}.
I want to book a flight from [Berlin]{“entity”: “city”, “role”: “departure”}.
I want to book a flight from [Berlin]{“entity”: “city”, “role”: “departure”} asap.
Can you please find a flight for me to [Berlin]{“entity”: “city”, “role”: “departure”}.
I want to book a ticket from [Berlin]{“entity”: “city”, “role”: “departure”}.
Book a flight from [Berlin]{“entity”: “city”, “role”: “departure”}.
find a flight for me from [Berlin]{“entity”: “city”, “role”: “departure”}.
6) provide_departure_city: فيها مشاكل ما يتعرف ع الانتنت هذي غالباً
intent: provide_departure_city
examples: |
[Berlin]{“entity”: “city”, “role”: “departure”}.
I am in [Berlin]{“entity”: “city”, “role”: “departure”}.
from [Berlin]{“entity”: “city”, “role”: “departure”}.
I want to travel from [Berlin]{“entity”: “city”, “role”: “departure”}.
it is [Berlin]{“entity”: “city”, “role”: “departure”}.
in [Berlin]{“entity”: “city”, “role”: “departure”}.
7) provide_destination_city: فيها مشاكل ما يتعرف ع الانتنت هذي غالبا
intent: provide_destination_city
examples: |
[San Francisco]{“entity”: “city”, “role”: “destination”}.
to [San Francisco]{“entity”: “city”, “role”: “destination”}.
I will go to [San Francisco]{“entity”: “city”, “role”: “destination”}.
I want to travel to [San Francisco]{“entity”: “city”, “role”: “destination”}.
it is [San Francisco]{“entity”: “city”, “role”: “destination”}.
8) provide_departure_date
intent: provide_departure_date
examples: |
20/5/2021 on 20/1/2020
I will travel on December,2,2020
on 20th January 2020
June,3rd,2020 December,2,2020 2/10/2020 December,2,2020 20th,January,2020 17th January 2021
9) provide_return_date
intent: provide_return_date
examples: |
20/5/2021 on 20/1/2020
I will return on December,2,2020
on 20th,January,2020
June,3rd,2020 December,2,2020 2/10/2020 December,2,2020 20th,January,2020 I will comeback on December,2,2020
I would getback on 20th,January,2020
I will get back on December,2,2020
on 17th January 2021
10) provide_one_way_trip
intent: provide_one_way_trip
examples: |
11) provide_round_trip
intent: provide_round_trip
examples: |
#here the list of intents that could be used with Connect to An Agent function:
#1 ) Conntect to an agent:
intent: Connect_agent
examples: |
#2 ) Conntect to an agent:
intent: provide_name
examples: |
#3 ) Conntect to an agent:
intent: provide_phone_number
examples: |
#4 ) provide_email:
intent: provide_email
examples: |
#5 ) provide_issue_details: فيها مشاكل غالباً ما يتعرف عليها
intent: provide_issue_deatils
examples: |
#here the list of intents that could be used with suggest a place to visit function:
#1 ) get hobbies:
intent: get_Hoppies
examples: |
#2 ) get hobbies:
intent: get_Kind_of_cities
examples: |
#3 ) get hobbies:
intent: get_weather
examples: |
intent: bot_challenge
examples: |
are you a robot?
are you a human?
lookup: city
data/lookups/cities.txt
