Slot Extraction is not working

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Hi, I am trying to modify restaurant and build my own RASA formbot. I modified my entities, stories and slot extractor, but for some reason my rasa doesn’t move the dialogue ahead. It’s keep on asking same slot question as if it cannot file below is the code:

actions.py

class PizzaForm(FormAction): “”“Example of a custom form action”“”

def name(self) -> Text:
    """Unique identifier of the form"""

    return "pizza_form"

@staticmethod
def required_slots(tracker: Tracker) -> List[Text]:
    """A list of required slots that the form has to fill"""
    return ["pizza"]

def slot_mappings(self) -> Dict[Text, Union[Dict, List[Dict]]]:
    
    return {
        "pizza": self.from_entity(entity="pizza", not_intent="chitchat")
    }

# USED FOR DOCS: do not rename without updating in docs
@staticmethod
def pizza_db() -> List[Text]:
    """Database of supported cuisines"""
    return [
        "Cheese",
        "Chicken"
    ]

# USED FOR DOCS: do not rename without updating in docs
def validate_pizza(
    self,
    value: Text,
    dispatcher: CollectingDispatcher,
    tracker: Tracker,
    domain: Dict[Text, Any],
) -> Dict[Text, Any]:
    """Validate cuisine value."""

    if value.lower() in self.pizza_db():
        # validation succeeded, set the value of the "cuisine" slot to value
        print("------------------------>> {}".format(value))
        return {"pizza": value}
    else:
        dispatcher.utter_template("utter_wrong_cuisine", tracker)
        # validation failed, set this slot to None, meaning the
        # user will be asked for the slot again
        return {"pizza": None}




def submit(
    self,
    dispatcher: CollectingDispatcher,
    tracker: Tracker,
    domain: Dict[Text, Any],
) -> List[Dict]:
    """Define what the form has to do
        after all required slots are filled"""

    # utter submit template
    dispatcher.utter_template("utter_submit", tracker)
    return []

domain.yml

intents:

  • make_order: use_entities:
  • chitchat: use_entities:
  • inform
  • affirm
  • deny
  • stop
  • thankyou
  • greet
  • bot_challenge

entities:

  • pizza

slots: pizza: type: unfeaturized auto_fill: false

templates: utter_ask_pizza: - text: “what pizza?” utter_submit: - text: “All done!” utter_slots_values: - text: “I am going to run a restaurant search using the following parameters:\n - cuisine: {pizza}\n” utter_noworries: - text: “you are welcome :)” utter_chitchat: - text: “chitchat” utter_ask_continue: - text: “do you want to continue?” utter_wrong_pizza: - text: “Pizza type is not in the database, please try again” utter_default: - text: “sorry, I didn’t understand you, please try input something else” utter_greet: - text: “Hello! I am Pizza search assistant! How can I help?” utter_iamabot: - text: “I am a bot, powered by Rasa.”

actions:

  • utter_slots_values
  • utter_noworries
  • utter_chitchat
  • utter_ask_continue
  • utter_greet
  • utter_iamabot

forms:

  • pizza_form

nlu.md

intent:greet

  • Hi
  • Hey
  • Hi bot
  • Hey bot
  • Hello
  • Good morning
  • hi again
  • hi folks
  • hi Mister
  • hi pal!
  • hi there
  • greetings
  • hello everybody
  • hello is anybody there
  • hello robot
  • hallo
  • heeey
  • hi hi
  • hey
  • hey hey
  • hello there
  • hi
  • hello
  • yo
  • hola
  • hi?
  • hey bot!
  • hello friend

intent:make_order

intent:affirm

  • yeah a cheap restaurant serving international food
  • correct
  • ye
  • uh yes
  • let’s do it
  • yeah
  • uh yes
  • um yes
  • yes knocking
  • that’s correct
  • yes yes
  • right
  • yea
  • yes
  • yes right
  • yes and i dont care
  • right on
  • i love that

intent:deny

  • no
  • no new selection
  • no thanks
  • no thank you
  • uh no
  • breath no
  • do you have something else
  • no this does not work for me

intent:inform

intent:thankyou

  • um thank you good bye
  • okay cool uh good bye thank you
  • okay thank you good bye
  • you rock
  • and thats all thank you and good bye
  • thank you and good bye
  • sorry about my mistakes thank you good bye
  • noise thank you good bye
  • thank you goodbye noise
  • okay thank you goodbye
  • uh thank you good bye
  • thank you goodbye
  • thank you goodbye noise thank you goodbye
  • breath thank you goodbye
  • thank you
  • okay thank you
  • thanks goodbye
  • ah thank you goodbye
  • thank you noise
  • thank you good bye
  • breath thank you very much goodbye
  • thanks
  • noise thank you goodbye
  • unintelligible thank you goodbye
  • uh okay thank you good bye
  • thank you bye
  • um okay thank you good bye

intent:chitchat

  • can you share your boss with me?
  • i want to get to know your owner
  • i want to know the company which designed you
  • i want to know the company which generated you
  • i want to know the company which invented you
  • i want to know who invented you
  • May I ask who invented you?
  • please tell me the company who created you
  • please tell me who created you
  • tell me more about your creators
  • tell me more about your founders
  • Ahoy matey how are you?
  • are you alright
  • are you having a good day
  • Are you ok?
  • are you okay
  • Do you feel good?
  • how are things going
  • how are things with you?
  • How are things?
  • how are you
  • how are you doing
  • how are you doing this morning
  • how are you feeling
  • how are you today
  • How are you?
  • How is the weather today?
  • What’s the weather like?
  • How is the weather?
  • What is the weather at your place?
  • Do you have good weather?
  • Is it raining?
  • What’s it like out there?
  • Is it hot or cold?
  • Beautiful day, isn’t it?
  • What’s the weather forecast?
  • Is it quite breezy outside?

intent:stop

  • ok then you cant help me
  • that was shit, you’re not helping
  • you can’t help me
  • you can’t help me with what i need
  • i guess you can’t help me then
  • ok i guess you can’t help me
  • that’s not what i want
  • ok, but that doesnt help me
  • this is leading to nothing
  • this conversation is not really helpful
  • you cannot help me with what I want
  • I think you cant help me
  • hm i don’t think you can do what i want
  • stop
  • stop go back
  • do you get anything?
  • and you call yourself bot company? pff
  • and that’s it?
  • nothing else?

intent:bot_challenge

  • are you a bot?
  • are you a human?
  • am I talking to a bot?
  • am I talking to a human?

stories.md

happy path

  • greet
    • utter_greet
  • make_order
    • pizza_form
    • form{“pizza”: “pizza_form”}
    • form{“pizza”: “null”}
    • utter_slots_values
  • thankyou
    • utter_noworries

bot challenge