def run(self, dispatcher: CollectingDispatcher, tracker: Tracker,
domain: Dict[Text, Any]) -> List['Event']:
intent_ranking = tracker.latest_message.get('intent_ranking', [])
if len(intent_ranking) > 1:
diff_intent_confidence = (intent_ranking[0].get("confidence") -
intent_ranking[1].get("confidence"))
if diff_intent_confidence < 0.2:
intent_ranking = intent_ranking[:2]
else:
intent_ranking = intent_ranking[:1]
first_intent_names = [
intent.get('name', '') for intent in intent_ranking
if intent.get('name', '') != 'out_of_scope'
]
message_title = "Sorry, I'm not sure I've understood " \
"you correctly 🤔 Do you mean..."
mapped_intents = [(name, self.intent_mappings.get(name, name))
for name in first_intent_names]
buttons = []
for intent in mapped_intents:
buttons.append({
'title': intent[1],
'payload': '/{}'.format(intent[0])
})
buttons.append({'title': 'Something else', 'payload': '/out_of_scope'})
dispatcher.utter_button_message(message_title, buttons=buttons)
return []
def run(self, dispatcher: CollectingDispatcher, tracker: Tracker,
domain: Dict[Text, Any]) -> List['Event']:
intent_ranking = tracker.latest_message.get('intent_ranking', [])
first_intent_names = [
intent.get('name', '') for intent in intent_ranking[:2] if
intent.get('name', '') not in ['deny', 'affirm', 'out_of_scope']
]
message_title = "Sorry, I'm not sure I've understood " \
"you correctly 🤔 Do you mean..."
mapped_intents = [(name, self.intent_mappings.get(name, name))
for name in first_intent_names]
buttons = []
for intent in mapped_intents:
buttons.append({
'title': intent[1],
'payload': '/{}'.format(intent[0])
})
buttons.append({'title': 'Something else', 'payload': '/deny'})
dispatcher.utter_button_message(message_title, buttons=buttons)
return []
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"""
location = tracker.get_slot('location')
speciality = tracker.get_slot('speciality')
results = _find_providers(location, speciality)
buttons = []
for r in results:
provider_id = r.get("provider_id")
provider_name = r.get("provider_name")
payload = "/inform{\"provider_id\":\"" + provider_id + "\"}"
buttons.append({
"title": "{}".format(provider_name.title()),
"payload": payload
})
# limit number of buttons to 3 here for clear presentation purpose
dispatcher.utter_button_message(
"Here is a list of {} {} near you".format(len(buttons[:3]),
"providers"),
buttons[:3],
button_type="vertical")
# todo: note: button options are not working BUG in rasa_core
# utter submit template
dispatcher.utter_template('utter_submit', tracker)
return []
def run(self, dispatcher: CollectingDispatcher, tracker: Tracker,
domain: Dict[Text, Any]) -> List:
location = tracker.get_slot('location')
facility_type = tracker.get_slot('facility_type')
results = _find_facilities(location, facility_type)
button_name = _resolve_name(FACILITY_TYPES, facility_type)
if len(results) == 0:
dispatcher.utter_message(
"Sorry, we could not find a {} in {}.".format(
button_name, location))
return []
buttons = []
print("found {} facilities".format(len(results)))
for r in results:
if facility_type == FACILITY_TYPES["hospital"]["resource"]:
facility_id = r.get("provider_id")
name = r["hospital_name"]
elif facility_type == FACILITY_TYPES["nursing_home"]["resource"]:
facility_id = r["federal_provider_number"]
name = r["provider_name"]
elif facility_type == FACILITY_TYPES["doctor"]["resource"]:
facility_id = r["ind_enrl_id"]
name = "{} {}".format(r["frst_nm"], r["lst_nm"])
else:
facility_id = r["provider_number"]
name = r["provider_name"]
payload = "/inform{\"facility_id\":\"" + facility_id + "\"}"
buttons.append({
"title": "{}".format(name.title()),
"payload": payload
})
# limit number of buttons to 3 here for clear presentation purpose
if "near" in location:
location = "you"
dispatcher.utter_button_message(
"Here is a list of {} {}s near {}".format(len(buttons[:3]),
button_name, location),
buttons[:3],
button_type="custom")
# todo: note: button options are not working BUG in rasa_core
return []
def run(
self,
dispatcher: CollectingDispatcher,
tracker: Tracker,
domain: Dict[Text, Any],
) -> List["Event"]:
intent_ranking = tracker.latest_message.get("intent_ranking", [])
if len(intent_ranking) > 1:
diff_intent_confidence = intent_ranking[0].get(
"confidence"
) - intent_ranking[1].get("confidence")
if diff_intent_confidence < 0.2:
intent_ranking = intent_ranking[:2]
else:
intent_ranking = intent_ranking[:1]
first_intent_names = [
intent.get("name", "")
for intent in intent_ranking
if intent.get("name", "") != "out_of_scope"
]
message_title = (
"Sorry, I'm not sure I've understood " "you correctly 🤔 Do you mean..."
)
entities = tracker.latest_message.get("entities", [])
entities = {e["entity"]: e["value"] for e in entities}
entities_json = json.dumps(entities)
buttons = []
for intent in first_intent_names:
logger.debug(intent)
logger.debug(entities)
buttons.append(
{
"title": self.get_button_title(intent, entities),
"payload": "/{}{}".format(intent, entities_json),
}
)
buttons.append({"title": "Something else", "payload": "/out_of_scope"})
dispatcher.utter_button_message(message_title, buttons=buttons)
return []
def submit(self, dispatcher: CollectingDispatcher, tracker: Tracker,
domain: Dict[Text, Any]) -> List[Dict]:
"""Once required slots are filled, print buttons for found facilities"""
location = tracker.get_slot('location')
facility_type = tracker.get_slot('facility_type')
results = _find_facilities(location, facility_type)
button_name = _resolve_name(FACILITY_TYPES, facility_type)
if len(results) == 0:
dispatcher.utter_message(
"Sorry, we could not find a {} in {}.".format(
button_name, location.title()))
return []
buttons = []
# limit number of results to 3 for clear presentation purposes
for r in results[:3]:
if facility_type == FACILITY_TYPES["hospital"]["resource"]:
facility_id = r.get("provider_id")
name = r["hospital_name"]
elif facility_type == FACILITY_TYPES["nursing_home"]["resource"]:
facility_id = r["federal_provider_number"]
name = r["provider_name"]
else:
facility_id = r["provider_number"]
name = r["provider_name"]
payload = "/inform{\"facility_id\":\"" + facility_id + "\"}"
buttons.append({
"title": "{}".format(name.title()),
"payload": payload
})
if len(buttons) == 1:
message = "Here is a {} near you:".format(button_name)
else:
if button_name == "home health agency":
button_name = "home health agencie"
message = "Here are {} {}s near you:".format(
len(buttons), button_name)
# TODO: update rasa core version for configurable `button_type`
dispatcher.utter_button_message(message, buttons)
return []
def run(self,
dispatcher: CollectingDispatcher,
tracker: Tracker,
domain: Dict[Text, Any]) -> List:
global count
print("count:", count)
full_path = _create_path(ENDPOINTS["base"])
results = requests.get(full_path).json()
if count == 13:
dispatcher.utter_template('utter_continue', tracker)
return []
else:
selected = results[count]
count = count + 1
print("count1:", count)
print("result:", selected)
print("que:", selected["question"])
question = selected["question"]
option1 = selected["option1"]
option2 = selected["option2"]
option3 = selected["option3"]
buttons = []
payload1 = "/inform{\"enquiry\": \"" + option1 + "\"}"
payload2 = "/inform{\"enquiry\": \"" + option2 + "\"}"
payload3 = "/inform{\"enquiry\": \"" + option3 + "\"}"
buttons.append({"title": "{}".format(option1.title()), "payload": payload1})
buttons.append({"title": "{}".format(option2.title()), "payload": payload2})
buttons.append({"title": "{}".format(option3.title()), "payload": payload3})
# TODO: update rasa core version for configurable `button_type`;;;;
dispatcher.utter_button_message(question, buttons)
# dispatcher.utter_button_template(question, buttons, tracker)
return []
