class ActionDefaultAskAffirmation(Action): def name(self): return "action_default_ask_affirmation" def init(self) -> None: self.intent_mappings = INTENT async def run(self, dispatcher: CollectingDispatcher, tracker: Tracker, domain: DomainDict ) -> Dict[Text, Any]: # select the top three intents from the tracker # ignore the first one -- nlu fallback == tracker.latest_message["intent_ranking"][1:4] predicted_intents = tracker.latest_message["intent_ranking"][1:2] predict = []

    if predicted_intents[0]["confidence"] > 0.4:
            predict.append(predicted_intents[0])

    if len(predict) > 0:
        # A prompt asking the user to selectan option
        message = "I'm not sure I've understood you correctly 🤔 Do you mean..."
       # a mapping between intents and user friendly wordings
       # show the top three intents as buttons to the user
        buttons = [
            {
                "title": self.intent_mappings[intent['name']],
                "payload": "/{}".format(intent['name'])
            }
            for intent in predict
        ]
        # add a "none of these button", if the user doesn't
        # agree when any suggestion
        buttons.append({
            "title": "None of these",
            "payload": "/out_of_scope"
        })
        dispatcher.utter_message(text=message, buttons=buttons)
    else:
        dispatcher.utter_message(response="utter_default")
    return []