Rasa packages:
rasa-core==0.11.12
rasa-core-sdk==0.11.5
rasa-nlu==0.13.7
Stories are being followed with wrong intents and right actions.
Here is config.yml
language: "en"
pipeline:
- name: "nlp_spacy"
- name: "tokenizer_whitespace"
- name: "intent_entity_featurizer_regex"
- name: "ner_crf"
- name: "intent_featurizer_count_vectors"
- name: "intent_classifier_tensorflow_embedding"
NLU model predicts the right intent with entities. For example open labs for Katherine Ross
{
"intent": {
"name": "navigate.showlabs",
"confidence": 0.9291783571243286
},
"entities": [
{
"start": 0,
"end": 4,
"value": "open",
"entity": "command",
"confidence": 0.9971368901988087,
"extractor": "ner_crf"
},
{
"start": 5,
"end": 9,
"value": "labs",
"entity": "navModule",
"confidence": 0.610389742209412,
"extractor": "ner_crf"
},
{
"start": 14,
"end": 23,
"value": "Katherine",
"entity": "given_name",
"confidence": 0.9898449529687533,
"extractor": "ner_crf"
},
{
"start": 24,
"end": 28,
"value": "Ross",
"entity": "given_lastname",
"confidence": 0.9338490176432231,
"extractor": "ner_crf"
}
],
"intent_ranking": [
{
"name": "navigate.showlabs",
"confidence": 0.9291783571243286
},
{
"name": "navigate.sociopsycho",
"confidence": 0.15673485398292542
},
{
"name": "navigate.careteamrequests",
"confidence": 0.1420157104730606
},
{
"name": "navigate.call",
"confidence": 0.1317642629146576
},
{
"name": "navigate.trackers",
"confidence": 0.12510481476783752
},
{
"name": "navigate.calendar",
"confidence": 0.10731776803731918
},
{
"name": "navigate.notification",
"confidence": 0.07199602574110031
},
{
"name": "navigate.carestream",
"confidence": 0.05549422279000282
},
{
"name": "navigate.refills",
"confidence": 0.026343967765569687
},
{
"name": "navigate.chat",
"confidence": 0.022376783192157745
}
],
"text": "open labs for Katherine Ross",
"project": "default",
"model": "mecosProviderModel"
}
here are the stories for navigate.showlabs intent.
## Generated Story 43
* navigate.showlabs{"command": "open", "navModule":["labs"], "given_name":"Katherine", "given_lastname":"Ross", "duration":"1 month"}
- utter_navigate_showlabs
- action_slot_reset
## Generated Story 44
* navigate.showlabs{"command": "show", "navModule":["labs"], "given_name":"Katherine", "given_lastname":"Ross", "duration":"2 months"}
- utter_navigate_showlabs
- action_slot_reset
## Generated Story 45
* navigate.showlabs{"command": "open", "navModule":["labs"], "given_name":"Ravi", "given_lastname":"Teja", "duration":"3 months"}
- utter_navigate_showlabs
- action_slot_reset
## Generated Story 46
* navigate.showlabs{"command": "show", "navModule":["labs"], "given_name":"John", "given_lastname":"Snow", "duration":"4 months"}
- utter_navigate_showlabs
- action_slot_reset
## Generated Story 47
* navigate.showlabs{"command": "show", "navModule":["labs"], "given_name":"John", "given_lastname":"Smith", "time_period":"12 hours"}
- utter_navigate_showlabs
- action_slot_reset
## Generated Story 48
* navigate.showlabs{"command": "show", "navModule":["labs"], "given_name":"Usman", "given_lastname":"Sharif", "time_period":"10 hours"}
- utter_navigate_showlabs
- action_slot_reset
## Generated Story 49
* navigate.showlabs{"command": "show", "navModule":["labs"], "given_name":"Usman", "given_lastname":"Sharif", "time_period":"10 hours"}
- utter_navigate_showlabs
- action_slot_reset
## Generated Story 50
* navigate.showlabs{"command": "show", "navModule":["labs"], "given_name":"Katherine", "given_lastname":"Ross", "time_period":"10 hours"}
- utter_navigate_showlabs
- action_slot_reset
## Generated Story 51
* navigate.showlabs{"command": "show", "navModule":["labs"], "given_name":"Ravi", "given_lastname":"Teja", "time_period":"10 hours"}
- utter_navigate_showlabs
- action_slot_reset
## Generated Story 52
* navigate.showlabs{"command": "show", "navModule":["labs"]}
- slot{"command": "show"}
- utter_navigate_showlabs_follow_up_patient_name
* navigate.showlabs{"given_name": "John"}
- slot{"given_name": "John"}
- utter_navigate_showlabs_follow_up_patient_lastname
* navigate.showlabs{"given_lastname": "Snow"}
- slot{"given_lastname": "Snow"}
- utter_navigate_showlabs
- action_slot_reset
## Generated Story 53
* navigate.showlabs{"command": "open", "navModule":["labs"]}
- slot{"command": "open"}
- utter_navigate_showlabs_follow_up_patient_name
* navigate.showlabs{"given_name": "Ravi"}
- slot{"given_name": "Ravi"}
- utter_navigate_showlabs_follow_up_patient_lastname
* navigate.showlabs{"given_lastname": "Teja"}
- slot{"given_lastname": "Teja"}
- utter_navigate_showlabs
- action_slot_reset
## Generated Story 54
* navigate.showlabs{"command": "take me to", "navModule":["labs"]}
- slot{"command": "take me to"}
- utter_navigate_showlabs_follow_up_patient_name
* navigate.showlabs{"given_name": "Ravi"}
- slot{"given_name": "Ravi"}
- utter_navigate_showlabs_follow_up_patient_lastname
* navigate.showlabs{"given_lastname": "Teja"}
- slot{"given_lastname": "Teja"}
- utter_navigate_showlabs
- action_slot_reset
## Generated Story 55
* navigate.showlabs{"command": "navigate to", "navModule":["labs"]}
- slot{"command": "navigate to"}
- utter_navigate_showlabs_follow_up_patient_name
* navigate.showlabs{"given_name": "Katherine"}
- slot{"given_name": "Katherine"}
- utter_navigate_showlabs_follow_up_patient_lastname
* navigate.showlabs{"given_lastname": "Ross"}
- slot{"given_lastname": "Ross"}
- utter_navigate_showlabs
- action_slot_reset
## Generated Story 56
* navigate.showlabs{"command": "navigate to", "navModule":["labs"]}
- slot{"command": "navigate to"}
- utter_navigate_showlabs_follow_up_patient_name
* navigate.showlabs{"given_name": "Ravi"}
- slot{"given_name": "Ravi"}
- utter_navigate_showlabs_follow_up_patient_lastname
* navigate.showlabs{"given_lastname": "Teja"}
- slot{"given_lastname": "Teja"}
- utter_navigate_showlabs
- action_slot_reset
## Generated Story 57
* navigate.showlabs{"command": "open", "navModule":["labs"]}
- slot{"command": "open"}
- utter_navigate_showlabs_follow_up_patient_name
* navigate.showlabs{"given_name": "Katherine"}
- slot{"given_name": "Katherine"}
- utter_navigate_showlabs_follow_up_patient_lastname
* navigate.showlabs{"given_lastname": "Ross"}
- slot{"given_lastname": "Ross"}
- utter_navigate_showlabs
- action_slot_reset
## Generated Story 58
* navigate.showlabs{"command": "show", "navModule":["labs"]}
- slot{"command": "show"}
- utter_navigate_showlabs_follow_up_patient_name
* navigate.showlabs{"given_name": "John"}
- slot{"given_name": "John"}
- utter_navigate_showlabs_follow_up_patient_lastname
* navigate.showlabs{"given_lastname": "Smith"}
- slot{"given_lastname": "Smith"}
- utter_navigate_showlabs
- action_slot_reset
But rasa_core does not work properly for stories from 52-58. Here is output of such story.
Bot loaded. Type a message and press enter (use '/stop' to exit):
show labs
2018-10-26 17:35:06 DEBUG rasa_core.tracker_store - Creating a new tracker for id 'default'.
2018-10-26 17:35:07 DEBUG rasa_core.processor - Received user message 'show labs' with intent '{'name': 'navigate.showlabs', 'confidence': 0.882845401763916}' and entities '[{'start': 0, 'end': 4, 'value': 'show', 'entity': 'command', 'confidence': 0.9977618310976094, 'extractor': 'ner_crf'}, {'start': 5, 'end': 9, 'value': 'labs', 'entity': 'navModule', 'confidence': 0.7870926506661688, 'extractor': 'ner_crf'}]'
2018-10-26 17:35:07 DEBUG rasa_core.processor - Logged UserUtterance - tracker now has 4 events
2018-10-26 17:35:07 DEBUG rasa_core.processor - Current slot values:
command: show
diastolic: None
doctor_lastname: None
doctor_name: None
duration: None
given_lastname: None
given_name: None
head_length: None
head_unit: cm
height_length: None
height_unit: in
navModule: ['labs']
patient_lastname: None
patient_name: None
pulse_rate: None
respiration_rate: None
saturation_level: None
systolic: None
temperature_method: None
temperature_unit: Celsius
temperature_value: None
time_period: None
user_type: None
vitModule: None
waist_length: None
waist_unit: in
weight_unit: lbs
weight_value: None
2018-10-26 17:35:07 DEBUG rasa_core.policies.memoization - Current tracker state [None, None, None, {'slot_waist_unit_0': 1.0, 'slot_weight_unit_0': 1.0, 'slot_height_unit_0': 1.0, 'slot_head_unit_0': 1.0, 'slot_temperature_unit_0': 1.0}, {'slot_command_0': 1.0, 'slot_navModule_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_weight_unit_0': 1.0, 'entity_navModule': 1.0, 'intent_navigate.showlabs': 1.0, 'slot_height_unit_0': 1.0, 'entity_command': 1.0, 'slot_head_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'prev_action_listen': 1.0}]
2018-10-26 17:35:07 DEBUG rasa_core.policies.memoization - There is a memorised next action '76'
2018-10-26 17:35:07 DEBUG rasa_core.policies.ensemble - Predicted next action using policy_1_MemoizationPolicy
2018-10-26 17:35:07 DEBUG rasa_core.processor - Predicted next action 'utter_navigate_showlabs_follow_up_patient_name' with prob 1.00.
2018-10-26 17:35:07 DEBUG rasa_core.processor - Action 'utter_navigate_showlabs_follow_up_patient_name' ended with events '[]'
2018-10-26 17:35:07 DEBUG rasa_core.processor - Bot utterance 'BotUttered(text: Patient name?, data: {
"elements": null,
"buttons": null,
"attachment": null
})'
2018-10-26 17:35:07 DEBUG rasa_core.policies.memoization - Current tracker state [None, None, {'slot_waist_unit_0': 1.0, 'slot_weight_unit_0': 1.0, 'slot_height_unit_0': 1.0, 'slot_head_unit_0': 1.0, 'slot_temperature_unit_0': 1.0}, {'slot_command_0': 1.0, 'slot_navModule_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_weight_unit_0': 1.0, 'entity_navModule': 1.0, 'intent_navigate.showlabs': 1.0, 'slot_height_unit_0': 1.0, 'entity_command': 1.0, 'slot_head_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'prev_action_listen': 1.0}, {'slot_command_0': 1.0, 'slot_navModule_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_weight_unit_0': 1.0, 'prev_utter_navigate_showlabs_follow_up_patient_name': 1.0, 'entity_navModule': 1.0, 'intent_navigate.showlabs': 1.0, 'slot_height_unit_0': 1.0, 'entity_command': 1.0, 'slot_head_unit_0': 1.0, 'slot_temperature_unit_0': 1.0}]
2018-10-26 17:35:07 DEBUG rasa_core.policies.memoization - There is a memorised next action '0'
Patient name?
2018-10-26 17:35:07 DEBUG rasa_core.policies.ensemble - Predicted next action using policy_1_MemoizationPolicy
2018-10-26 17:35:07 DEBUG rasa_core.processor - Predicted next action 'action_listen' with prob 1.00.
2018-10-26 17:35:07 DEBUG rasa_core.processor - Action 'action_listen' ended with events '[]'
127.0.0.1 - - [2018-10-26 17:35:07] "POST /webhooks/rest/webhook?stream=true&token= HTTP/1.1" 200 181 0.766370
Katherine
2018-10-26 17:35:11 DEBUG rasa_core.tracker_store - Recreating tracker for id 'default'
2018-10-26 17:35:11 DEBUG rasa_core.processor - Received user message 'Katherine' with intent '{'name': 'add.vitals', 'confidence': 0.5726362466812134}' and entities '[{'start': 0, 'end': 9, 'value': 'Katherine', 'entity': 'given_name', 'confidence': 0.4298202683195647, 'extractor': 'ner_crf'}]'
2018-10-26 17:35:11 DEBUG rasa_core.processor - Logged UserUtterance - tracker now has 9 events
2018-10-26 17:35:11 DEBUG rasa_core.processor - Current slot values:
command: show
diastolic: None
doctor_lastname: None
doctor_name: None
duration: None
given_lastname: None
given_name: Katherine
head_length: None
head_unit: cm
height_length: None
height_unit: in
navModule: ['labs']
patient_lastname: None
patient_name: None
pulse_rate: None
respiration_rate: None
saturation_level: None
systolic: None
temperature_method: None
temperature_unit: Celsius
temperature_value: None
time_period: None
user_type: None
vitModule: None
waist_length: None
waist_unit: in
weight_unit: lbs
weight_value: None
2018-10-26 17:35:11 DEBUG rasa_core.policies.memoization - Current tracker state [None, {'slot_waist_unit_0': 1.0, 'slot_weight_unit_0': 1.0, 'slot_height_unit_0': 1.0, 'slot_head_unit_0': 1.0, 'slot_temperature_unit_0': 1.0}, {'slot_command_0': 1.0, 'slot_navModule_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_weight_unit_0': 1.0, 'entity_navModule': 1.0, 'intent_navigate.showlabs': 1.0, 'slot_height_unit_0': 1.0, 'entity_command': 1.0, 'slot_head_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'prev_action_listen': 1.0}, {'slot_command_0': 1.0, 'slot_navModule_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_weight_unit_0': 1.0, 'prev_utter_navigate_showlabs_follow_up_patient_name': 1.0, 'entity_navModule': 1.0, 'intent_navigate.showlabs': 1.0, 'slot_height_unit_0': 1.0, 'entity_command': 1.0, 'slot_head_unit_0': 1.0, 'slot_temperature_unit_0': 1.0}, {'slot_command_0': 1.0, 'slot_navModule_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_weight_unit_0': 1.0, 'entity_given_name': 1.0, 'intent_add.vitals': 1.0, 'slot_height_unit_0': 1.0, 'slot_head_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'slot_given_name_0': 1.0, 'prev_action_listen': 1.0}]
2018-10-26 17:35:11 DEBUG rasa_core.policies.memoization - There is no memorised next action
2018-10-26 17:35:11 DEBUG rasa_core.policies.ensemble - Predicted next action using policy_2_KerasPolicy
2018-10-26 17:35:11 DEBUG rasa_core.processor - Predicted next action 'utter_navigate_showlabs_follow_up_patient_lastname' with prob 0.69.
2018-10-26 17:35:11 DEBUG rasa_core.processor - Action 'utter_navigate_showlabs_follow_up_patient_lastname' ended with events '[]'
2018-10-26 17:35:11 DEBUG rasa_core.processor - Bot utterance 'BotUttered(text: Patient last name?, data: {
"elements": null,
"buttons": null,
"attachment": null
})'
2018-10-26 17:35:11 DEBUG rasa_core.policies.memoization - Current tracker state [{'slot_waist_unit_0': 1.0, 'slot_weight_unit_0': 1.0, 'slot_height_unit_0': 1.0, 'slot_head_unit_0': 1.0, 'slot_temperature_unit_0': 1.0}, {'slot_command_0': 1.0, 'slot_navModule_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_weight_unit_0': 1.0, 'entity_navModule': 1.0, 'intent_navigate.showlabs': 1.0, 'slot_height_unit_0': 1.0, 'entity_command': 1.0, 'slot_head_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'prev_action_listen': 1.0}, {'slot_command_0': 1.0, 'slot_navModule_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_weight_unit_0': 1.0, 'prev_utter_navigate_showlabs_follow_up_patient_name': 1.0, 'entity_navModule': 1.0, 'intent_navigate.showlabs': 1.0, 'slot_height_unit_0': 1.0, 'entity_command': 1.0, 'slot_head_unit_0': 1.0, 'slot_temperature_unit_0': 1.0}, {'slot_command_0': 1.0, 'slot_navModule_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_weight_unit_0': 1.0, 'entity_given_name': 1.0, 'intent_add.vitals': 1.0, 'slot_height_unit_0': 1.0, 'slot_head_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'slot_given_name_0': 1.0, 'prev_action_listen': 1.0}, {'slot_command_0': 1.0, 'slot_navModule_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_weight_unit_0': 1.0, 'prev_utter_navigate_showlabs_follow_up_patient_lastname': 1.0, 'entity_given_name': 1.0, 'intent_add.vitals': 1.0, 'slot_height_unit_0': 1.0, 'slot_head_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'slot_given_name_0': 1.0}]
Patient last name?
2018-10-26 17:35:11 DEBUG rasa_core.policies.memoization - There is no memorised next action
2018-10-26 17:35:11 DEBUG rasa_core.policies.ensemble - Predicted next action using policy_2_KerasPolicy
2018-10-26 17:35:11 DEBUG rasa_core.processor - Predicted next action 'action_listen' with prob 1.00.
2018-10-26 17:35:11 DEBUG rasa_core.processor - Action 'action_listen' ended with events '[]'
127.0.0.1 - - [2018-10-26 17:35:11] "POST /webhooks/rest/webhook?stream=true&token= HTTP/1.1" 200 186 0.090917
Ross
2018-10-26 17:35:15 DEBUG rasa_core.tracker_store - Recreating tracker for id 'default'
2018-10-26 17:35:15 DEBUG rasa_core.processor - Received user message 'Ross' with intent '{'name': 'add.vitals', 'confidence': 0.44948258996009827}' and entities '[]'
2018-10-26 17:35:15 DEBUG rasa_core.processor - Logged UserUtterance - tracker now has 13 events
2018-10-26 17:35:15 DEBUG rasa_core.processor - Current slot values:
command: show
diastolic: None
doctor_lastname: None
doctor_name: None
duration: None
given_lastname: None
given_name: Katherine
head_length: None
head_unit: cm
height_length: None
height_unit: in
navModule: ['labs']
patient_lastname: None
patient_name: None
pulse_rate: None
respiration_rate: None
saturation_level: None
systolic: None
temperature_method: None
temperature_unit: Celsius
temperature_value: None
time_period: None
user_type: None
vitModule: None
waist_length: None
waist_unit: in
weight_unit: lbs
weight_value: None
2018-10-26 17:35:15 DEBUG rasa_core.policies.memoization - Current tracker state [{'slot_command_0': 1.0, 'slot_navModule_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_weight_unit_0': 1.0, 'entity_navModule': 1.0, 'intent_navigate.showlabs': 1.0, 'slot_height_unit_0': 1.0, 'entity_command': 1.0, 'slot_head_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'prev_action_listen': 1.0}, {'slot_command_0': 1.0, 'slot_navModule_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_weight_unit_0': 1.0, 'prev_utter_navigate_showlabs_follow_up_patient_name': 1.0, 'entity_navModule': 1.0, 'intent_navigate.showlabs': 1.0, 'slot_height_unit_0': 1.0, 'entity_command': 1.0, 'slot_head_unit_0': 1.0, 'slot_temperature_unit_0': 1.0}, {'slot_command_0': 1.0, 'slot_navModule_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_weight_unit_0': 1.0, 'entity_given_name': 1.0, 'intent_add.vitals': 1.0, 'slot_height_unit_0': 1.0, 'slot_head_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'slot_given_name_0': 1.0, 'prev_action_listen': 1.0}, {'slot_command_0': 1.0, 'slot_navModule_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_weight_unit_0': 1.0, 'prev_utter_navigate_showlabs_follow_up_patient_lastname': 1.0, 'entity_given_name': 1.0, 'intent_add.vitals': 1.0, 'slot_height_unit_0': 1.0, 'slot_head_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'slot_given_name_0': 1.0}, {'slot_command_0': 1.0, 'slot_navModule_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_weight_unit_0': 1.0, 'intent_add.vitals': 1.0, 'slot_height_unit_0': 1.0, 'slot_head_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'slot_given_name_0': 1.0, 'prev_action_listen': 1.0}]
2018-10-26 17:35:15 DEBUG rasa_core.policies.memoization - There is no memorised next action
2018-10-26 17:35:15 DEBUG rasa_core.policies.ensemble - Predicted next action using policy_2_KerasPolicy
2018-10-26 17:35:15 DEBUG rasa_core.processor - Predicted next action 'utter_navigate_showlabs' with prob 0.70.
2018-10-26 17:35:15 DEBUG rasa_core.processor - Action 'utter_navigate_showlabs' ended with events '[]'
2018-10-26 17:35:15 DEBUG rasa_core.processor - Bot utterance 'BotUttered(text: Opening labs of Katherine., data: {
"elements": null,
"buttons": null,
"attachment": null
})'
2018-10-26 17:35:15 DEBUG rasa_core.policies.memoization - Current tracker state [{'slot_command_0': 1.0, 'slot_navModule_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_weight_unit_0': 1.0, 'prev_utter_navigate_showlabs_follow_up_patient_name': 1.0, 'entity_navModule': 1.0, 'intent_navigate.showlabs': 1.0, 'slot_height_unit_0': 1.0, 'entity_command': 1.0, 'slot_head_unit_0': 1.0, 'slot_temperature_unit_0': 1.0}, {'slot_command_0': 1.0, 'slot_navModule_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_weight_unit_0': 1.0, 'entity_given_name': 1.0, 'intent_add.vitals': 1.0, 'slot_height_unit_0': 1.0, 'slot_head_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'slot_given_name_0': 1.0, 'prev_action_listen': 1.0}, {'slot_command_0': 1.0, 'slot_navModule_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_weight_unit_0': 1.0, 'prev_utter_navigate_showlabs_follow_up_patient_lastname': 1.0, 'entity_given_name': 1.0, 'intent_add.vitals': 1.0, 'slot_height_unit_0': 1.0, 'slot_head_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'slot_given_name_0': 1.0}, {'slot_command_0': 1.0, 'slot_navModule_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_weight_unit_0': 1.0, 'intent_add.vitals': 1.0, 'slot_height_unit_0': 1.0, 'slot_head_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'slot_given_name_0': 1.0, 'prev_action_listen': 1.0}, {'slot_command_0': 1.0, 'slot_navModule_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_weight_unit_0': 1.0, 'prev_utter_navigate_showlabs': 1.0, 'intent_add.vitals': 1.0, 'slot_height_unit_0': 1.0, 'slot_head_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'slot_given_name_0': 1.0}]
Opening labs of Katherine.
2018-10-26 17:35:15 DEBUG rasa_core.policies.memoization - There is no memorised next action
2018-10-26 17:35:15 DEBUG rasa_core.policies.ensemble - Predicted next action using policy_2_KerasPolicy
2018-10-26 17:35:15 DEBUG rasa_core.processor - Predicted next action 'action_slot_reset' with prob 1.00.
2018-10-26 17:35:15 DEBUG rasa_core.actions.action - Calling action endpoint to run action 'action_slot_reset'.
2018-10-26 17:35:15 DEBUG rasa_core.processor - Action 'action_slot_reset' ended with events '['AllSlotsReset()']'
2018-10-26 17:35:15 DEBUG rasa_core.policies.memoization - Current tracker state [{'slot_command_0': 1.0, 'slot_navModule_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_weight_unit_0': 1.0, 'entity_given_name': 1.0, 'intent_add.vitals': 1.0, 'slot_height_unit_0': 1.0, 'slot_head_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'slot_given_name_0': 1.0, 'prev_action_listen': 1.0}, {'slot_command_0': 1.0, 'slot_navModule_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_weight_unit_0': 1.0, 'prev_utter_navigate_showlabs_follow_up_patient_lastname': 1.0, 'entity_given_name': 1.0, 'intent_add.vitals': 1.0, 'slot_height_unit_0': 1.0, 'slot_head_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'slot_given_name_0': 1.0}, {'slot_command_0': 1.0, 'slot_navModule_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_weight_unit_0': 1.0, 'intent_add.vitals': 1.0, 'slot_height_unit_0': 1.0, 'slot_head_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'slot_given_name_0': 1.0, 'prev_action_listen': 1.0}, {'slot_command_0': 1.0, 'slot_navModule_0': 1.0, 'slot_waist_unit_0': 1.0, 'slot_weight_unit_0': 1.0, 'prev_utter_navigate_showlabs': 1.0, 'intent_add.vitals': 1.0, 'slot_height_unit_0': 1.0, 'slot_head_unit_0': 1.0, 'slot_temperature_unit_0': 1.0, 'slot_given_name_0': 1.0}, {'slot_waist_unit_0': 1.0, 'slot_weight_unit_0': 1.0, 'prev_action_slot_reset': 1.0, 'intent_add.vitals': 1.0, 'slot_height_unit_0': 1.0, 'slot_head_unit_0': 1.0, 'slot_temperature_unit_0': 1.0}]
2018-10-26 17:35:15 DEBUG rasa_core.policies.memoization - There is no memorised next action
2018-10-26 17:35:15 DEBUG rasa_core.policies.ensemble - Predicted next action using policy_2_KerasPolicy
2018-10-26 17:35:15 DEBUG rasa_core.processor - Predicted next action 'action_listen' with prob 1.00.
2018-10-26 17:35:15 DEBUG rasa_core.processor - Action 'action_listen' ended with events '[]'
127.0.0.1 - - [2018-10-26 17:35:15] "POST /webhooks/rest/webhook?stream=true&token= HTTP/1.1" 200 194 0.128597