diff --git a/config.yml b/config.yml
index b470b60..2050364 100644
--- a/config.yml
+++ b/config.yml
@@ -9,7 +9,11 @@ pipeline:
     min_ngram: 1
     max_ngram: 4
   - name: DIETClassifier
-    epochs: 100
+    epochs: 50
+  - name: DucklingEntityExtractor
+    url: http://localhost:8000
+    dimensions:
+    - email
   - name: EntitySynonymMapper
   - name: ResponseSelector
     epochs: 100
@@ -19,4 +23,4 @@ policies:
   - name: RulePolicy
   - name: TEDPolicy
     max_history: 5
-    epochs: 100
\ No newline at end of file
+    epochs: 100
diff --git a/data/nlu.yml b/data/nlu.yml
index 787b015..8a5542f 100644
--- a/data/nlu.yml
+++ b/data/nlu.yml
@@ -1,12 +1,504 @@
 nlu:
 - intent: greet
   examples: |
-    - Hi
-    - Hey!
-    - Hello
-    - Hallo
-    - Good day
+    - Bom dia
+    - Bonjour
+    - Good Morning
     - Good morning
+    - Good mourning
+    - Guten Morgen
+    - HELLO
+    - HEY
+    - HEllo
+    - HI
+    - Hallo
+    - Hei
+    - Hellllooooooo
+    - Hello
+    - Hello Bot
+    - Hello!
+    - Hey
+    - Hey bot
+    - Heya
+    - Heylo
+    - Hi
+    - Hi bot
+    - Hi man
+    - Hi there
+    - Hi!
+    - Hi'
+    - Hi,
+    - Hi, bot
+    - Hieee
+    - Hieeeeeeeeeeeee
+    - Hola
+    - I said, helllllloooooO!!!!
+    - Well hello there ;)
+    - What is up?
+    - Whats up
+    - Whats up my bot
+    - Whats up?
+    - ayyyy whaddup
+    - bonjour
+    - ey boss
+    - good evening
+    - good moring
+    - good morning
+    - greet
+    - greetings
+    - hai
+    - hallo
+    - halloo
+    - halloooo
+    - halo
+    - heeey
+    - heelio
+    - hell9o
+    - hellio
+    - hello
+    - hello everybody
+    - hello friend
+    - hello hi
+    - hello is anybody there
+    - hello it is me again
+    - hello robot
+    - hello sweatheart
+    - hello sweet boy
+    - hello there
+    - hello world
+    - hello, my name is [Charles Pfeffer](full_name)
+    - hello?
+    - hello]
+    - hellooo
+    - helloooo
+    - helo
+    - hey
+    - hey bot
+    - hey bot!
+    - hey dude
+    - hey hey
+    - hey let's talk
+    - hey ther
+    - hey there
+    - hey there boy
+    - hey there..
+    - hey, let's talk
+    - heya
+    - heyho
+    - heyo
+    - hhola
+    - hi
+    - hi !
+    - hi Mister
+    - hi again
+    - hi can you speak ?
+    - hi folks
+    - hi friend
+    - hi friends
+    - hi hi
+    - hi i'm [Sandra Hernandez](full_name)
+    - hi im [Amanda Anderson](full_name)
+    - hi pal!
+    - hi there
+    - hi there it's me
+    - hi!
+    - hi.........................................................
+    - hi?
+    - hieee
+    - hii
+    - hiihihi
+    - hiii
+    - hlo
+    - hola
+    - howdy
+    - i am [Karen Mease](full_name)
+    - jojojo
+    - jop
+    - konichiwa
+    - merhaba
+    - salut
+    - sup
+    - wasssup
+    - wasssup!
+    - what up
+    - whats popping
+    - whats up
+    - yo
+    - yoo
+    - ssup?
+    - helleo
+
+- intent: affirm
+  examples: |
+    - Accept
+    - Awesome!
+    - Good
+    - Great
+    - I accept
+    - I accept.
+    - I agree
+    - I am using it
+    - I changed my mind. I want to accept it
+    - I do
+    - I get it
+    - I guess so
+    - I have used it in the past
+    - I will
+    - I'd absolutely love that
+    - I'm sure I will!
+    - I'm using it
+    - Nice
+    - OK
+    - Ofcourse
+    - Oh yes
+    - Oh, ok
+    - Ok
+    - Ok let's start
+    - Ok.
+    - Okay
+    - Okay!
+    - PLEASE
+    - SURE
+    - Sure
+    - Sweet
+    - That would be great
+    - YES
+    - YUP
+    - Yea
+    - Yeah
+    - Yeah sure
+    - Yep
+    - Yep that's fine
+    - Yep!
+    - Yepp
+    - Yes
+    - Yes I do
+    - Yes please
+    - Yes please!
+    - Yes, I accept
+    - Yes.
+    - Yup
+    - a little
+    - absolutely
+    - accept
+    - accepted
+    - agreed
+    - ah ok
+    - alright
+    - alright, cool
+    - amayzing
+    - amazing!
+    - awesome
+    - awesome!
+    - confirm
+    - cool story bro
+    - definitely yes without a doubt
+    - done
+    - fair enough
+    - fcourse
+    - fine
+    - fuck yeah!
+    - go
+    - go ahead
+    - go for it
+    - going super well
+    - good.
+    - great
+    - great lets do that
+    - great!
+    - hell yeah
+    - hell yes
+    - hm, i'd like that
+    - how nice!
+    - i accept
+    - i agree
+    - i am!
+    - i want that
+    - i will!
+    - it is ok
+    - its okay
+    - ja
+    - ja cool
+    - ja thats great
+    - jezz
+    - jo
+    - k
+    - kk
+    - lets do it
+    - lets do this
+    - not bad
+    - of course
+    - ofcoure i do
+    - ofcourse
+    - oh awesome!
+    - oh cool
+    - oh good !!
+    - oh super
+    - ok
+    - ok cool
+    - ok fine
+    - ok friend
+    - ok good
+    - ok great
+    - ok i accept
+    - ok, I behave now
+    - ok, I understood
+    - ok...
+    - okay
+    - okay cool
+    - okay sure
+    - okay..
+    - oki doki
+    - okie
+    - ook
+    - oui
+    - perfect
+    - please
+    - si
+    - sort of
+    - sure
+    - sure thing
+    - sure!
+    - that is cool
+    - that ok
+    - that sounds fine
+    - that's great
+    - thats fine
+    - thats good
+    - thats great
+    - top
+    - uh-huh
+    - very much
+    - well yes
+    - y
+    - ya
+    - ya cool
+    - ya go for it
+    - ya i want
+    - ya please
+    - ya thats cool
+    - yaah
+    - yap
+    - yaps
+    - yas
+    - yay
+    - ye
+    - ye splease
+    - yea
+    - yeah
+    - yeah do that
+    - yeah sure
+    - yeah'=
+    - yeah, why not
+    - yeeeeezzzzz
+    - yeeees
+    - yep
+    - yep i want that
+    - yep if i have to
+    - yep please
+    - yep that's nice
+    - yep thats cool
+    - yep, will do thank you
+    - yep. :/
+    - yes
+    - yes ...
+    - yes I do
+    - yes accept please
+    - yes baby
+    - yes cool
+    - yes give me information
+    - yes go ahead
+    - yes go for it
+    - yes great
+    - yes i accept
+    - yes i agree
+    - yes i have built a bot before
+    - yes i have!
+    - yes it is
+    - yes it was okay
+    - yes of course
+    - yes pleae
+    - yes please
+    - yes please!
+    - yes pls
+    - yes sirfr
+    - yes that's great
+    - yes that's what i want
+    - yes you can
+    - yes'
+    - yes, I'd love to
+    - yes, cool
+    - yes, give me information, please
+    - yes,i am
+    - yes.
+    - yesh
+    - yess
+    - yessoo
+    - yesss
+    - yesssss
+    - yesyestyes
+    - yesyesyes
+    - yez
+    - yop
+    - you asked me a yes or no question, which i answered with yes
+    - you got me, I accept, if you want me to
+    - yres
+    - ys
+    - yup
+    - yyeeeh
+    - Okay cool
+    - ok..
+    - considering
+    - More a less
+    - sounds good!
+    - really
+
+- intent: bye
+  examples: |
+    - Bye
+    - Bye bye
+    - adios
+    - adios?
+    - bye
+    - bye .
+    - bye :P
+    - bye bot
+    - bye bye
+    - bye bye bot
+    - bye for now
+    - bye udo
+    - bye was nice talking to you
+    - bye!
+    - byee
+    - catch you later
+    - ciao
+    - cya
+    - farewell
+    - good bye
+    - good night
+    - goodbye
+    - goodbye.
+    - goodnight
+    - gotta go
+    - k byyye #slay
+    - ok Bye
+    - ok bye
+    - ok, bye
+    - ok.bye
+    - see u later
+    - see ya
+    - see you
+    - see you . bye
+    - take care
+    - then bye
+    - tlak to you later
+    - toodle-oo
+    - Exit
+    - Close this talk
+    - byr
+
+- intent: deny
+  examples: |
+    - I don't want to
+    - I don't want to give it to you
+    - I don't want to say
+    - I dont want to tell
+    - I'm not giving you my email address
+    - I'm not going to give it to you
+    - NEIN
+    - NO
+    - NO DON"T WANT THIS!
+    - Nah
+    - Neither
+    - Never
+    - Nevermind
+    - No
+    - No thank you
+    - No, not really.
+    - No, thank you
+    - No.
+    - Nopes
+    - Not really
+    - absolutely not
+    - decline
+    - definitely not
+    - deny
+    - i decline
+    - i don not like this
+    - i don't think so
+    - i don't want either of those
+    - i don't want to
+    - i don't want to give you my email
+    - i dont want to
+    - i dont want to accept :P lol
+    - i guess it means - no
+    - i'm afraid not
+    - i'm not sure
+    - it is going pretty badly
+    - it sucks
+    - it sux
+    - n
+    - na
+    - nah
+    - nah I'm good
+    - nah not for me
+    - nah, first time
+    - nah, i'm good
+    - nehi
+    - nein
+    - neither
+    - never
+    - never mind
+    - no
+    - no :(
+    - no I dont want
+    - no I haven't decided yet if I want to sign up
+    - no and no again
+    - no bots at all
+    - no go
+    - no i can't
+    - no i don't accept
+    - no i dont want to
+    - no i dont want to accept :P lol
+    - no i won't
+    - no ma'am
+    - no sir
+    - no sorry
+    - no thank s
+    - no thank you
+    - no thanks
+    - no way
+    - no you did it wrong
+    - no!!!!
+    - no, i hate it
+    - no, my frst time
+    - no, thank you
+    - no, thanks
+    - no, thankyou
+    - no. u r idiot
+    - non
+    - noooooooooo
+    - noooooooooooooooooooooooooooooooooooooooo
+    - nop
+    - nope
+    - nope!
+    - nope. i am good
+    - not going well at all
+    - not really
+    - not right now
+    - not yet
+    - nö
+    - sorry not right now
+    - still dont want to tell
+    - thanks but no thanks
+    - this sucks
+    - very bad
+    - I do not need help installing
+    - I don't wanna tell the name of my company
+    - no stop
+    - stop it, i do not care!!!
+    - none of them
+    - I don't agree
 
 - intent: signup
   examples: |
@@ -20,4 +512,537 @@ nlu:
     - My email is example@example.com
     - random@example.com
     - Please send it to anything@example.com
-    - Email is something@example.com
\ No newline at end of file
+    - Email is something@example.com
+    - my address is examples@gmail.com
+    - example@liberta.casa
+    - My name is [Jorge Elizondo](full_name)
+    - My name is [John Boutte](full_name)
+    - My name is [Lee Grier](full_name)
+    - My name is [Lynne Khensovan](full_name)
+    - My name is [Victor Baker](full_name)
+    - My name is [Susan Lank](full_name)
+    - My name is [Gary Santos](full_name)
+    - My name is [David Harper](full_name)
+    - My name is [Robert Acuff](full_name)
+    - My name is [Lois Culpepper](full_name)
+    - My name is [Evelyn Valentine](full_name)
+    - My name is [Marcy Shaw](full_name)
+    - My name is [John Medina](full_name)
+    - My name is [John Rahim](full_name)
+    - My name is [Frank Smith](full_name)
+    - My name is [Wayne Smith](full_name)
+    - My name is [Phoebe Gannon](full_name)
+    - My name is [Pamela Fontanella](full_name)
+    - My name is [Ruth Heuer](full_name)
+    - My name is [Christy Lofton](full_name)
+    - name is [Katie](first_name)
+    - name is [Kathleen](first_name)
+    - name is [Susan](first_name)
+    - name is [Jennifer](first_name)
+    - name is [Evangelina](first_name)
+    - name is [Christian](first_name)
+    - name is [Matthew](first_name)
+    - name is [George](first_name)
+    - name is [Sandra](first_name)
+    - name is [Donald](first_name)
+    - my last names [Hardy](last_name)
+    - [Lanier](last_name)
+    - my last names [Holcomb](last_name)
+    - [Evans](last_name)
+    - my last names [Rosario](last_name)
+    - [Pemberton](last_name)
+    - my last names [Thomas](last_name)
+    - [Flores](last_name)
+    - my last names [Conroy](last_name)
+    - [Rome](last_name)
+    - my last names [Vossler](last_name)
+    - [Delrio](last_name)
+    - my last names [Reed](last_name)
+    - [Pockrus](last_name)
+    - my last names [Thompson](last_name)
+    - [Ogawa](last_name)
+    - my last names [Wontor](last_name)
+    - [Smith](last_name)
+    - my last names [Munoz](last_name)
+    - [Farrell](last_name)
+
+- intent: bot_challange
+  examples: |
+    - Ar you a bot ?
+    - Are you a bot
+    - Are you a chat bot?
+    - Are you the bot?
+    - Hi there, are you the bot?
+    - are you a BOT
+    - are you a Skynet ?
+    - are you a bot
+    - are you a bot ?
+    - are you a bot?
+    - are you a chatbot
+    - are you a rasa bot?
+    - are you a real bot?
+    - are you a robot
+    - are you ai
+    - are you artificial
+    - are you artificial intelligence
+    - are you bot
+    - are you bot?
+    - are you rasa bot?
+    - are you real
+    - are you real lol
+    - are you really a bot
+    - are you robot
+    - are you sure that you're a bot?
+    - bot?
+    - cuz you are a bot
+    - i guess you are a chatbot
+    - oh are you chatbot?
+    - tell me, are you a bot?
+    - what are you, a bot?
+    - you are a robot
+    - you are ai
+    - you are chatbot
+    - you're a bot
+    - you robo
+    - real bot then?
+    - are you really a bbot?
+    - hey are you human
+    - are u human
+    - r u a human
+    - are you real human?
+    - you are a human
+    - Rara, are you a human?
+    - you are bot or human?
+    - are you human
+    - ok, i know i confused you there being a human! :)
+    - you are human or bot
+    - Are you human?
+    - are you a human ?
+    - Are you human ?
+    - Are you a human being?
+    - sara, are you a robot or human?
+    - r u real?
+    - are you a real person
+    - are u a real person?
+    - Are you a real person?
+    - are you a real person?
+    - are you real person or chat bot?
+    - So I'm here Today to ask one very simple question, what are you ?
+    - you sound like a real human
+    - wow you sound like real human
+    - are you human ?
+
+- intent: out_of_scope/non_english
+  examples: |
+    - Wie fange ich mit Rasa an?
+    - hilf mir beim start
+    - tschüssikowski
+    - ¿Qué pasa?
+    - ça va ?
+    - como te llamas
+    - wer bist Du?
+    - como inicio en rasa
+    - come stai?
+    - como estas
+    - de donde eres
+    - de que lugar eres?
+    - epdi iruka
+    - eres humana
+    - kalhmera sara ti kaneis
+    - kannst du auch deutsch?
+    - kannst du dies auch auf deutsch?
+    - oui je besoine de l'aide
+    - que puedes hacer?
+    - tu parles francais?
+    - tudo bom
+    - tu pagal
+    - kannst du mir helfen
+    - tu kaisi he
+    - こにちは
+    - 日本語分かる？
+    - chào
+    - 你好
+    - I'm speaking a non-english language.
+    - 呵呵
+    - 我该如何使用
+    - 你懂中文吗？
+    - 您好
+    - 你叫什么名字
+    - 你是谁
+    - 中文
+    - kya hindi me bat kar sakate ho
+    - Dumme sara
+    - αστεία λές
+    - rasa codigo abierto
+    - 卧槽
+- intent: out_of_scope/other
+  examples: |
+    - I am asking you an out of scope question
+    - 4 + 2 = ?
+    - After registration I see that I have an available balance of 0.00000000. What does this balance represent?
+    - Are you ready?
+    - But you're an english site :(
+    - Can I ask you questions first?
+    - Can I die
+    - Can I get a hamburger?
+    - Can YouTube talk?
+    - Can you call me back ?
+    - Can you give me your datacenter's password
+    - Can you give me your datacenter's password?
+    - Can you make sandwiches?
+    - Can you please send me an uber
+    - Do I have to accept?
+    - Do you know [Kevin Pelton](name)
+    - Find nearest [pizzahut](company)
+    - Have we met before?
+    - HomeBase is advertised as a community. Is there a way to interact with other members of the community?
+    - How long does it take to set up a Rasa bot?
+    - I already told you! I'm a shitmuncher
+    - I am User
+    - I am an opioid addic
+    - I am an opioid addict
+    - I am hungry
+    - I am trying to build one, and did some research before, but I have not do hand-on work yet
+    - I can barely see this white text on light gray background ...
+    - I changed my mind
+    - I have installed it
+    - I ned a GP in 94301
+    - I need a GP in 94301
+    - I need a girl friend!
+    - I need to eat cake
+    - I wan to buy a plane
+    - I wanna marry you
+    - I want a new laptop
+    - I want book a hotel
+    - I want french cuisine
+    - I want pizza
+    - I want to die
+    - I want to order pizza
+    - I want to use pipe
+    - I will check
+    - I'm a shitmuncher
+    - Is Rasa really smart?
+    - Is this Goal-Oriented Chatbot?
+    - Is today saturday?
+    - Mail me the guide
+    - Make me a sandwich
+    - NLW
+    - Nice name
+    - Now?
+    - Pizza bot
+    - Recharge
+    - SEL ME SOMETHING
+    - The Try it out is not working
+    - The weather is good
+    - Today
+    - Try it out broken
+    - What day is it today?
+    - What did you eat yesterday?
+    - What do you prefer?
+    - What is todays date
+    - What is your hobbies?
+    - What makes you better than a human?
+    - What's 1 + 1?
+    - What's do YouTube do
+    - What's your backend system?
+    - Where am I right now?
+    - Where am I?
+    - Who ?
+    - Who are your customers
+    - Why don’t you answer?
+    - Why is my TRUST score set to 50 after I completed the registration process?
+    - Won't you ask me how I am?
+    - You'r blue.
+    - [Kristin](name), I want to marry you
+    - [german](language)?
+    - a tamed mouse will arrive at your doorstep in the next couple of days
+    - aRE YOU SINGLE
+    - again?
+    - alexa, order 5 tons of natrium chloride
+    - and make chicken noises into the phone
+    - are the newsletter worth the subscription?
+    - are u facebook
+    - are u, facebook?
+    - are you single?
+    - are you dev?
+    - are you russian?
+    - are you sick
+    - are you vegan
+    - better than you
+    - book a ticket
+    - but I just told you that :(
+    - but if rasa is open source why do you have a sales team
+    - buy one please
+    - buy groceries
+    - call me father
+    - can we keep chatting?
+    - can you book dinner
+    - can you cheer me up
+    - can you cook dinner
+    - can you give me a cup of coffee
+    - can you help me with the docs?
+    - can you help me with your docs
+    - can you help me with your docs?
+    - can you learn from our conversation?
+    - can you speak about politic ?
+    - can you understand ?
+    - cannot see
+    - chgfhgh
+    - chinese ok?
+    - colder
+    - common, just try
+    - connect to alexa
+    - cr
+    - custom service
+    - did i break you
+    - dinner
+    - do you believe in god?
+    - do you have a phone number?
+    - do you have your photo?
+    - do you know me
+    - do you know ras
+    - do you liek cheese?
+    - do you like football
+    - do you like movies
+    - do you sell vacuum robots?
+    - do you want to marry me?
+    - docs
+    - doctor
+    - everything
+    - example of a chatbot
+    - genocide
+    - get me a club mate
+    - give me a girl friend
+    - give me food
+    - go back
+    - google?
+    - great, I'd like to buy a house
+    - hang on let me find it
+    - have you ever seen [Keith Reilly](name)?
+    - help with [Alma Abrams](name)
+    - help with my life
+    - hey little mama let em whisper in your ear
+    - hey, I contacted you a couple of days ago but didn't get any response, any news?
+    - how
+    - how about NYC
+    - how are [Alicia Jackson](name)'s cats doing?
+    - how are the kids
+    - how can i get them?
+    - how can i test this
+    - how come you say ok ?
+    - how do you learn
+    - how good is Rasa
+    - how it compares to alexa
+    - how long have you been online?
+    - how long will the next version will launch?
+    - how many lines of codes
+    - how much is 10 + 89 ?
+    - how much is 10 + 89
+    - how to get rasa studio
+    - how to go to newyork ?
+    - i am hungry
+    - i am hungry, what should i do?
+    - i am not a developer but need this for business
+    - i am qq
+    - i can't deal with _your_ request
+    - i do not care how are you
+    - i hope you will be better
+    - i immediately need help with implementing the coolest bot you can imagine
+    - i m looking for job
+    - i told you already
+    - i wanna party
+    - i want a non dripping ice cream
+    - i want caffe
+    - i want food
+    - i want good flycam
+    - i want more of you in my life!
+    - i want pizza
+    - i want pizza!!
+    - i want to book a hotel
+    - i want to buy a roomba for my grandson
+    - i want to eat
+    - i want to find new friends
+    - i want to find out what you can build with rasa
+    - i want to fly
+    - i want to grab lunch
+    - i want to know current situtation in pakistan
+    - i want to order a pizza
+    - i want to see your happy customers
+    - i will tame a mouse for you
+    - is [John Lewis](name) still married to you
+    - is it a wasteland full of broken robot parts?
+    - is it allow to
+    - is rasa a studio?
+    - is rasa any good
+    - is that any of your business
+    - isn't the newsletter just spam?
+    - it's a pity
+    - i´m hungry
+    - license
+    - ljljl
+    - lunch
+    - lunch??
+    - machine learning
+    - mail me the steps
+    - mascot means?
+    - more
+    - mountain
+    - my name k
+    - no wait go back i want a dripping ice cream but a cone that catches it so you can drink the ice cream later
+    - offer me lunch
+    - oh my god, not again!
+    - oh wait i gave you my work email address can i change it?
+    - ok one then
+    - on wiche nlp based system are you build?
+    - only that?
+    - order good
+    - order pizza
+    - personal or work?
+    - pizza
+    - please help with my ice cream it's dripping
+    - please hjave lunchj
+    - please hurry, i have deadline in two weeks to deliver the bot it is for very big company
+    - please play music
+    - rasa topics
+    - really? you're so touchy?
+    - refresh
+    - region with no. of records
+    - remember my name
+    - search wikipedia
+    - shitmuncher
+    - show me a picture of a chicken
+    - silly bot
+    - sing me a song
+    - so, I'm helping right now to training you?
+    - some thing else
+    - someone call the police i think the bot died
+    - sorry, i cannot rephrase
+    - sudo make me a sandwich
+    - tell me about yourself
+    - tell me more about next best action
+    - that doesn't sound like a joke
+    - that link doesn't work!
+    - the one that is better than you
+    - tricked  ya
+    - turn off my stove
+    - umm
+    - wait a bit i am still reading
+    - what about wheather
+    - what are contextual AI assistants and how different are they from chatbots?
+    - what are you doing now?
+    - what are your uses for universities
+    - what did you eat for lunch?
+    - what do oyu think about siri?
+    - what do you think abou siri?
+    - what do you think about [Stanley Ramirez](name)?
+    - what do you think of alexa
+    - what does your soul feel my friend
+    - what doing
+    - what else?
+    - what films do you like
+    - what i do after cd starter-pack-rasa-stack?
+    - what is a discourse?
+    - what is a mascot
+    - what is adlingo
+    - what is differance between bot and mascot?
+    - what is evolution ?
+    - what is google rcs
+    - what is machine learning
+    - what is nice?
+    - what is the capital of delhi
+    - what is the capital of india
+    - what is the current petrol price
+    - what is the day ?
+    - what is the real use case where we can use this one
+    - what is your address?
+    - what is your purpose
+    - what lnu mean?
+    - what the latest news ?
+    - what you ate today?
+    - what's 5 + 5
+    - what's a newsletter?
+    - what's gingerale
+    - what's your wife doing this weekend
+    - what?
+    - whats that
+    - whats the sign
+    - when is the next train is coming?
+    - where do i get install files for mac?
+    - where is Oslo?
+    - where is mexico?
+    - wheres the party?
+    - which city are you talking about?
+    - which email
+    - which email should i send to ?
+    - which file is created first while developing chat bot
+    - which is the LNU asynchronism ?
+    - which kind
+    - who are the engineers at rasa?
+    - who are they?
+    - who is [Sharon Zeches](name)
+    - who is the MD of samsung bangalore ?
+    - who is the president of india ?
+    - who is your favourite robot?
+    - who let the dog out
+    - who was hitler
+    - who will anser my email?
+    - who's Bill Gates?
+    - whta you think about gdpr?
+    - why do you need that?
+    - why its called rasa ?
+    - will u kill me
+    - will u kill me?
+    - winter is already leaving
+    - with you recommend me?
+    - would you like some water
+    - yeah, my dog was drinking a couple of litres of water per day and tried drinking the swimming pool
+    - you already have that
+    - you can learn how to make a coffe
+    - you have children?
+    - you have job opening
+    - you lock sweety
+    - you should learn to count
+    - you will know it from the single red rose it carries between its teeth
+    - you're a woman
+    - ı am learning python
+    - CALL THE POLICE
+    - tertyryutyi
+    - wsdrcftvgybhnj
+    - why sky is blue?
+    - what kind of bird are you?
+    - contextua
+    - contextual
+    - talk to me about voulette
+    - voulette voulette
+    - Do you have a demo?
+    - Cars
+    - please voulette
+    - Out of scope question.
+    - i need money
+    - no, i need cash, money! Do you have it ?
+    - the beatles
+    - Hi i want to go palghar
+    - I want to go palghar
+    - your contry name
+    - you girl
+    - gsaf
+    - expert of rasa
+    - i want play ball
+    - flight catch up
+    - how do you like your coffee
+    - Can you get analytics on who I'm chatting with when I use Rasa
+    - coronavirus
+    - have you heard of corona?
+    - where do i type in commandy
+    - where to type in commands
+    - kiss me
+    - you have to
+    - what type of bot?
+    - sfasd
+    - asdkjasdhjkasd
+    - j  bhbhj
+    - eshdtjfjfyk
+    - drhdtjfjfyj
+    - sudo reboot
+    - asdfgasd
+    - asdfgasdas
diff --git a/data/rules.yml b/data/rules.yml
index ec47769..bf2b6e2 100644
--- a/data/rules.yml
+++ b/data/rules.yml
@@ -11,4 +11,19 @@ rules:
    steps:
    - action: signup_form
    - active_loop: null
-   - action: utter_signedup
\ No newline at end of file
+   - action: utter_signedup
+
+ - rule: out_of_scope
+   steps:
+   - intent: out_of_scope
+   - action: utter_out_of_scope
+
+ - rule: bot_challange
+   steps:
+   - intent: bot_challange
+   - action: utter_bot_challenge
+
+ - rule: bye
+   steps:
+   - intent: bye
+   - action: utter_bye
diff --git a/domain.yml b/domain.yml
index 0ee3619..96a650c 100644
--- a/domain.yml
+++ b/domain.yml
@@ -2,15 +2,43 @@ version: '2.0'
 session_config:
   session_expiration_time: 60
   carry_over_slots_to_new_session: true
+entities:
+- email
+- last_name
+- first_name
+- full_name
+
 intents:
 - greet
 - inform
 - signup
+- bye
+- affirm
+- deny
+- out_of_scope
 slots:
   email:
-    type: unfeaturized
+    type: any
+    influence_conversation: false
+  first_name:
+    type: text
+    influence_conversation: false
+  last_name:
+    type: text
     influence_conversation: false
 responses:
+  utter_bye:
+  - text: |
+      Goodbye!
+  utter_out_of_scope/other:
+  - text: |
+      I dont understand sorry!
+  utter_out_of_scope/non_english:
+  - text: |
+      I only speak English :(
+  utter_bot_challenge:
+  - text: |
+      I am a bot!
   utter_greet:
   - text: |
       Hello! How can I help you?
@@ -22,7 +50,7 @@ responses:
   utter_signedup:
   - text: |
       Check your inbox at {email} in order to finish signing up on Liberta Casa!
-  - text: You're all set! Check your inbox at {email} to confirm your registration.
+      You're all set! Check your inbox at {email} to confirm your registration.
 actions:
 - '...'
 - utter_greet
@@ -31,4 +59,8 @@ forms:
   signup_form:
     required_slots:
       email:
-      - type: from_text
+      - type: from_slot
+      first_name:
+      - type: from_slot
+      last_name:
+      - type: from_slot
diff --git a/forms.yml b/forms.yml
index 619e020..a46c3e8 100644
--- a/forms.yml
+++ b/forms.yml
@@ -2,4 +2,8 @@ forms:
   signup_form:
     required_slots:
       email:
-      - type: from_text
\ No newline at end of file
+      - type: from_slot
+      first_name:
+      - type: from_slot
+      last_name:
+      - type: from_slot
diff --git a/responses.yml b/responses.yml
index eab3f78..d8b36c6 100644
--- a/responses.yml
+++ b/responses.yml
@@ -1,14 +1,25 @@
 responses:
-   utter_greet:
-       - text: |
-           Hello! How can I help you?
-       - text: |
-           Hi!
-   utter_ask_email:
-       - text: |
-           What is your email address?
-   utter_signedup:
-       - text: |
-           Check your inbox at {email} in order to finish signing up on Liberta Casa!
-       - text: |
-           You're all set! Check your inbox at {email} to confirm your registration.
\ No newline at end of file
+  utter_bye:
+  - text: |
+      Goodbye!
+  utter_out_of_scope/other:
+  - text: |
+      I dont understand sorry!
+  utter_out_of_scope/non_english:
+  - text: |
+      I only speak English :(
+  utter_bot_challenge:
+  - text: |
+      I am a bot!
+  utter_greet:
+  - text: |
+      Hello! How can I help you?
+  - text: |
+      Hi!
+  utter_ask_email:
+  - text: |
+      What is your email address?
+  utter_signedup:
+  - text: |
+      Check your inbox at {email} in order to finish signing up on Liberta Casa!
+      You're all set! Check your inbox at {email} to confirm your registration.