Handling no input

Rasa Open Source
1

Hi, I am new to Rasa and have started to build a number of example stories to see what I can do. When testing with “rasa shell”, if I just hit enter, ie. no input at various points I seem to get random results as to which story gets processed. Ideally I want this to trigger an intent. Is there a way to handle no inputs? I tried to train the model using rasa interactive but if I hit enter it asks me if I want to quit trainng. Can anyone provide an example of how to handle this?

2

Hi Martin :wave: can you share some example stories you have written with your bot and some examples from your nlu.yml? Could you also provide the exact commands you are using to train your model?

3

Hi Matthew, thanks for helping. Since posting I have also added faqs and chitchat rules (per per the tutorial articals) and the fallback rule policy hoping this will catch the no input or non-sensible input. I have noticed that if I invoke the any of the intents relating to any rule at the beginning of the dialog they work fine. After the greet story has been invoked non of the rules work and i get random responses. I think this may be related.

I trained the model using rasa train howover I also used rasa interactive to correct the stories. I’ve included story snippets from both forms of training

Config.yml

Configuration for Rasa NLU.

https://rasa.com/docs/rasa/nlu/components/

language: en

pipeline:

# No configuration for the NLU pipeline was provided. The following default pipeline was used to train your model.

# If you’d like to customize it, uncomment and adjust the pipeline.

# See Tuning Your NLU Model for more information.

  • name: WhitespaceTokenizer
  • name: RegexFeaturizer
  • name: LexicalSyntacticFeaturizer
  • name: CountVectorsFeaturizer
  • name: CountVectorsFeaturizer analyzer: char_wb min_ngram: 1 max_ngram: 4
  • name: DIETClassifier epochs: 100
  • name: EntitySynonymMapper
  • name: ResponseSelector epochs: 100
  • name: FallbackClassifier threshold: 0.3 ambiguity_threshold: 0.1

new from here

  • name: ResponseSelector epochs: 100 retrieval_intent: faq
  • name: ResponseSelector epochs: 100 retrieval_intent: chitchat
  • name: “SpacyNLP” model: “en_core_web_md”
  • name: “SpacyEntityExtractor” dimensions: [“PERSON”]

Configuration for Rasa Core.

https://rasa.com/docs/rasa/core/policies/

policies:

# No configuration for policies was provided. The following default policies were used to train your model.

# If you’d like to customize them, uncomment and adjust the policies.

# See Policies for more information.

  • name: MemoizationPolicy
  • name: TEDPolicy max_history: 5 epochs: 100
  • name: RulePolicy core_fallback_threshold: 0.4 core_fallback_action_name: “utter_do_not_understand” enable_fallback_prediction: True

Rules.yml

version: “2.0”

rules:

  • rule: Say goodbye anytime the user says goodbye steps:

    • intent: goodbye
    • action: utter_goodbye

  • rule: Say ‘I am a bot’ anytime the user challenges steps:

    • intent: bot_challenge
    • action: utter_iamabot

  • rule: Say what you can do any time a user challenges steps:

    • intent: capabilities
    • action: action_display_capabilities

  • rule: handle_no_input steps:

    • intent: no_input
    • action: utter_did_not_say_anything

  • rule: respond to FAQs steps:

    • intent: faq
    • action: utter_faq

  • rule: respond to chitchat steps:

    • intent: chitchat
    • action: utter_chitchat

Sample from nlu.yml

version: “2.0” nlu:

  • intent: no_input examples: |
    • “”
    • ‘’
    • ’ ’
    • " "
  • intent: faq examples: |
    • i have an faq
    • lemme ask an faq
  • intent: chitchat/ask_name examples: |
    • What is your name?
    • May I know your name?
    • What do people call you?
    • Do you have a name for yourself?
    • do you have a name?
    • who are you?
  • intent: chitchat/ask_weather examples: |
    • What’s the weather like today?
    • Does it look sunny outside today?
    • Oh, do you mind checking the weather for me please?
    • I like sunny days in Berlin.
  • intent: greet examples: |
    • hey
    • hello
    • ahoy
    • hi
    • hello there
    • howdy
    • good morning
    • good evening
    • moin
    • hey there
    • let’s go
    • hey dudewhat
    • goodmorning
    • goodevening
    • good afternoon
  • intent: goodbye examples: |
    • good afternoon
    • cu
    • good by
    • cee you later
    • good night
    • bye
    • goodbye
    • have a nice day
    • see you around
    • bye bye
    • see you later
  • intent: wont_say examples: |
    • i am not telling you
    • not saying
    • why should I tell you
    • why do you want to know?
    • thats my business
    • i shall not tell you
    • wont say
    • mind your own business
    • i dont want to tell
  • intent: affirm examples: |
    • ok
    • yup
    • yes
    • y
    • indeed
    • of course
    • that sounds good
    • correct
    • yey
    • yes please
  • intent: deny examples: |
    • no
    • n
    • never
    • I don’t think so
    • don’t like that
    • no way
    • not really
    • nope
    • nah
    • no thanks
  • intent: log_out examples: |
    • log me out
    • i want to log out
    • reset my name
    • clear my name
  • intent: ask_question examples: |
    • i want to ask a question
    • can you anwser a question for me
    • can you answer a qustion
    • i need some info
    • i have a question for you
    • question

Snippets from domain

version: ‘2.0’ session_config: session_expiration_time: 60 carry_over_slots_to_new_session: false intents:

  • get_name
  • greet
  • ask_question
  • want_to_buy_stock_no_stock_or_quantity
  • get_facts
  • get_one_liners
  • get_stock_recommendation
  • get_question
  • deny
  • want_to_buy_stock_got_stock_no_quantity
  • want_to_buy_stock_got_quantity_no_stock
  • want_to_buy_stock_got_stock_and_quantity
  • affirm
  • capabilities
  • wont_say
  • goodbye
  • mood_great
  • mood_unhappy
  • bot_challenge
  • out_of_scope
  • get_limits
  • log_out
  • no_input
  • chitchat
  • faq entities:
  • PERSON
  • anystring
  • currency
  • high_value
  • low_value
  • name
  • quantity
  • question
  • recommend_stock_type
  • stock_name
  • user_name

slots: name: type: text influence_conversation: true PERSON: type: text influence_conversation: true stock_name: type: text influence_conversation: true low_value: type: text influence_conversation: true high_value: type: text influence_conversation: true quantity: type: text influence_conversation: true currency: type: text influence_conversation: true recommend_stock_type: type: text influence_conversation: true question: type: text influence_conversation: true anystring: type: text influence_conversation: true user_name: type: text influence_conversation: true logged_in: type: text influence_conversation: true name_set: type: bool initial_value: false influence_conversation: true responses: utter_chitchat:

  • text: utter chitchat utter_chitchat/ask_name:
  • text: Hello, my name is Retrieval Bot.
  • text: I am called Retrieval Bot! utter_chitchat/ask_weather:
  • text: Oh, it does look sunny right now in Berlin.
  • text: I am not sure of the whole week but I can see the sun is out today. utter_faq:
  • text: FAQ Response utter_greet:
  • text: Hey, who are you?
  • text: Hi, whats your name?
  • text: hi, what should i call you? utter_name:
  • text: Hi {PERSON} utter_name_set:
  • text: name set value {name_set} utter_no_name:
  • text: I need to know your name to continue
  • text: I cant help you until i know your name utter_wont_say:
  • text: I need to know your name to continue
  • text: I cant help you until i know your name utter_need_name:
  • text: I need to know your name to continue
  • text: I cant help you until i know your name
  • text: I need your name before i can help utter_goodbye:
  • text: Bye utter_no_problem:
  • text: OK no probem utter_what_do_you_want_to_do:
  • text: what do you want to do? (i can give you some hints if you ask) utter_iamabot:
  • text: I am a bot, powered by Rasa. utter_capabilities:
  • text: i can tell you a joke, tell you a fact, give you some stock tips, take a stock order, or i can take a question for an adviser utter_get_question:
  • text: ok, ask away! utter_we_will_respond:
  • text: we will respond to your request shortly

actions:

  • action_clear_name_slot
  • action_clear_recommend_slot
  • action_clear_recommmend_slot
  • action_clear_stock_slots
  • action_display_capabilities
  • action_display_name
  • action_display_stocks
  • action_hello_world
  • action_log_me_out
  • action_respond_with_user_message
  • action_validate_name_set
  • action_validate_stock_purchase
  • action_validate_user
  • utter_fact
  • utter_greet
  • utter_name
  • utter_name_set
  • utter_need_name
  • utter_one_liners
  • utter_what_do_you_want_to_do

Snippets from stories This bit I coded:

version: “2.0”

stories:

Name Stories

  • story: Respond to greet user already validated steps:

    • intent: greet
    • action: action_validate_user
    • slot_was_set:
      • name_set: true
    • action: utter_name
    • action: action_clear_stock_slots
    • action: action_clear_recommend_slot
    • action: utter_what_do_you_want_to_do

  • story: Respond to greet user not validated steps:

    • intent: greet
    • action: action_validate_user
    • slot_was_set:
      • name_set: false
    • action: utter_greet

  • story: will not tell name steps:

    • intent: greet
    • action: action_validate_user
    • action: utter_greet
    • intent: wont_say
    • action: utter_need_name
    • action: action_clear_stock_slots
    • action: action_clear_recommend_slot

  • story: get_name steps:

    • intent: get_name
    • action: action_display_name
    • action: utter_name_set
    • slot_was_set:
      • name_set: true
    • action: action_clear_stock_slots
    • action: action_clear_recommend_slot
    • action: utter_what_do_you_want_to_do

  • story: no name entered steps:

    • intent: get_name
    • action: action_display_name
    • action: utter_name_set
    • slot_was_set:
      • name_set: false
    • action: utter_need_name

Log out

  • story: log out steps:
    • intent: log_out
    • action: action_log_me_out

#----------------------------------------------

Question

#----------------------------------------------

Name not entered

  • story: ask question before name steps:
    • intent: ask_question
    • action: action_validate_name_set
    • slot_was_set:
      • name_set: false
    • action: utter_need_name

Name not entered

  • story: get question before name steps:
    • intent: get_question
    • action: utter_name_set
    • slot_was_set:
      • name_set: false
    • action: utter_need_name

The following was generated by rasa interactive

  • story: interactive_story_1 steps:

    • intent: get_one_liners
    • action: action_validate_name_set
    • slot_was_set:
      • name_set: false
    • action: utter_need_name
    • intent: get_facts
    • action: action_validate_name_set
    • slot_was_set:
      • name_set: false
    • action: utter_need_name
    • intent: get_stock_recommendation
    • action: action_validate_name_set
    • slot_was_set:
      • name_set: false
    • action: utter_need_name
    • intent: ask_question
    • action: action_validate_name_set
    • slot_was_set:
      • name_set: false
    • action: utter_need_name
    • intent: want_to_buy_stock_no_stock_or_quantity
    • action: action_validate_name_set
    • slot_was_set:
      • name_set: false
    • action: utter_need_name
    • intent: get_one_liners
    • action: action_validate_name_set
    • slot_was_set:
      • name_set: true
    • action: utter_one_liners
    • intent: get_facts
    • action: action_validate_name_set
    • slot_was_set:
      • name_set: true
    • action: utter_fact
    • intent: get_stock_recommendation
    • action: action_validate_name_set
    • slot_was_set:
      • name_set: true
    • action: action_display_stocks
    • action: action_clear_recommend_slot
    • slot_was_set:
      • recommend_stock_type: null

  • story: interactive_story_1 steps:

    • intent: get_name entities:
      • PERSON: david
    • slot_was_set:
      • PERSON: david
    • action: action_display_name
    • slot_was_set:
      • name_set: true
    • action: utter_name_set
    • action: action_clear_stock_slots
    • slot_was_set:
      • stock_name: null
    • slot_was_set:
      • quantity: null
    • slot_was_set:
      • currency: null
    • slot_was_set:
      • low_value: null
    • slot_was_set:
      • high_value: null
    • action: action_clear_recommend_slot
    • slot_was_set:
      • recommend_stock_type: null
    • action: utter_what_do_you_want_to_do

  • story: interactive_story_1 steps:

    • intent: greet
    • action: action_validate_user
    • slot_was_set:
      • PERSON: null
    • slot_was_set:
      • name_set: false
    • action: utter_greet
    • intent: get_name entities:
      • PERSON: martin
    • slot_was_set:
      • PERSON: martin
    • action: action_display_name
    • slot_was_set:
      • name_set: true
    • action: utter_name_set
    • action: action_clear_stock_slots
    • slot_was_set:
      • stock_name: null
    • slot_was_set:
      • quantity: null
    • slot_was_set:
      • currency: null
    • slot_was_set:
      • low_value: null
    • slot_was_set:
      • high_value: null
    • action: action_clear_recommend_slot
    • slot_was_set:
      • recommend_stock_type: null
    • action: utter_what_do_you_want_to_do
4

Thanks for all the detail! Trying to diagnose the exact issue here. Sounds like you’re not receiving the anticipated responses during a conversation. Is that correct? Could you provide an example of a conversation that isn’t return the expected response and what you expect to be returned.

5

Correct, Example below. Oddly the no input scenario now seems to work. COMMENTS IN CAPS

(installingrasa) C:\Users\mdpal\Documents\Rasa_Projects>rasa shell 2021-02-16 19:34:07 INFO rasa.model - Loading model models\20210215-174937.tar.gz… 2021-02-16 19:34:13 INFO root - Connecting to channel ‘cmdline’ which was specified by the ‘–connector’ argument. Any other channels will be ignored. To connect to all given channels, omit the ‘–connector’ argument. 2021-02-16 19:34:13 INFO root - Starting Rasa server on http://localhost:5005 2021-02-16 19:34:13 INFO rasa.model - Loading model models\20210215-174937.tar.gz… 2021-02-16 19:34:30 INFO rasa.nlu.components - Added ‘SpacyNLP’ to component cache. Key ‘SpacyNLP-en_core_web_md’. 2021-02-16 19:34:39 INFO root - Rasa server is up and running. Bot loaded. Type a message and press enter (use ‘/stop’ to exit): Your input → are you a bot I am a bot, powered by Rasa. CORRECT RESPONSE ABOVE Your input → Do not understand CORRECT RESPONSE ABOVE WHEN I DID NOT TYPE ANYTHING Your input → what is the weather like Oh, it does look sunny right now in Berlin. CORRECT RESPONSE ABOVE Your input → my name is martn Hi martn name set value True what do you want to do? (i can give you some hints if you ask) Your input → are you a bot How does NASA organise a party? They planet. WRONG RESPONSE ABOVE Your input → Do not understand CORRECT RESPONSE ABOVE I DID NOT ENTER ANYTHING Your input → what is the weather like Hi, whats your name? WRONG RESPONSE ABOVE Your input → my name is fred Hi fred name set value True what do you want to do? (i can give you some hints if you ask) Your input → what is the weather like Do not understand WRONG RESPONSE ABOVE Your input → are you a bot Which stock would you like to buy? WRONG RESPONSE ABOVE Your input → log me out goodbye fred you need to give me your name again to continue LOGGED OUT NO SO NAME SLOT IS CLEARED Your input → what is the weather like I am not sure of the whole week but I can see the sun is out today. CORRECT RESPONSE ABOVE Your input → are you a bot I am a bot, powered by Rasa. CORRECT RESPONSE ABOVE Your input → my name is david Hi david name set value True what do you want to do? (i can give you some hints if you ask) Your input → are you a bot I bought my friend an elephant for his room. He said “Thanks!” I said “Don’t mention it.” WRONG RESPONSE ABOVE Your input → what is the weather like hi, what should i call you? WRONG RESPONSE ABOVE Your input →

I hope this helps.

6

I run a couple of commands below with debug on which my help

Asked the weather - Correct response Told it my name - Correct response Asked the weather - Incorrect response Asked if a bot - incorrect response

(installingrasa) C:\Users\mdpal\Documents\Rasa_Projects>rasa shell --debug 2021-02-16 19:53:14 INFO rasa.model - Loading model models\20210215-174937.tar.gz… 2021-02-16 19:53:16 DEBUG rasa.model - Extracted model to ‘C:\Users\mdpal\AppData\Local\Temp\tmplt4kas72’. 2021-02-16 19:53:16 DEBUG urllib3.connectionpool - Starting new HTTPS connection (1): api.segment.io:443 2021-02-16 19:53:17 DEBUG urllib3.connectionpool - https://api.segment.io:443 “POST /v1/track HTTP/1.1” 200 21 2021-02-16 19:53:17 DEBUG rasa.cli.utils - Parameter ‘endpoints’ not set. Using default location ‘endpoints.yml’ instead. 2021-02-16 19:53:17 DEBUG rasa.cli.utils - Parameter ‘credentials’ not set. Using default location ‘credentials.yml’ instead. 2021-02-16 19:53:17 INFO rasa.model - Loading model models\20210215-174937.tar.gz… 2021-02-16 19:53:18 DEBUG rasa.model - Extracted model to ‘C:\Users\mdpal\AppData\Local\Temp\tmp5yjf8ogs’. 2021-02-16 19:53:18 INFO root - Connecting to channel ‘cmdline’ which was specified by the ‘–connector’ argument. Any other channels will be ignored. To connect to all given channels, omit the ‘–connector’ argument. 2021-02-16 19:53:18 DEBUG sanic.root - CORS: Configuring CORS with resources: {’/’: {‘origins’: [’’], ‘methods’: ‘DELETE, GET, HEAD, OPTIONS, PATCH, POST, PUT’, ‘allow_headers’: [’.’], ‘expose_headers’: ‘filename’, ‘supports_credentials’: True, ‘max_age’: None, ‘send_wildcard’: False, ‘automatic_options’: True, ‘vary_header’: True, ‘resources’: {’/*’: {‘origins’: ‘’}}, ‘intercept_exceptions’: True, ‘always_send’: True}} 2021-02-16 19:53:18 DEBUG rasa.core.utils - Available web server routes: /webhooks/rest GET custom_webhook_CmdlineInput.health /webhooks/rest/webhook POST custom_webhook_CmdlineInput.receive / GET hello 2021-02-16 19:53:18 INFO root - Starting Rasa server on http://localhost:5005 2021-02-16 19:53:18 DEBUG rasa.core.utils - Using the default number of Sanic workers (1). 2021-02-16 19:53:18 INFO rasa.model - Loading model models\20210215-174937.tar.gz… 2021-02-16 19:53:20 DEBUG rasa.model - Extracted model to ‘C:\Users\mdpal\AppData\Local\Temp\tmpojma_33d’. 2021-02-16 19:53:20 DEBUG urllib3.connectionpool - Starting new HTTPS connection (1): api.segment.io:443 2021-02-16 19:53:21 DEBUG urllib3.connectionpool - https://api.segment.io:443 “POST /v1/track HTTP/1.1” 200 21 2021-02-16 19:53:21 INFO root - Enabling coroutine debugging. Loop id 3086669096200. 2021-02-16 19:53:21 INFO rasa.model - Loading model models\20210215-174937.tar.gz… 2021-02-16 19:53:22 DEBUG rasa.model - Extracted model to ‘C:\Users\mdpal\AppData\Local\Temp\tmph62m1pf1’. c:\users\mdpal\anaconda3\envs\installingrasa\lib\site-packages\thinc\neural_custom_kernels.py:36: ResourceWarning: unclosed file <_io.TextIOWrapper name=‘c:\users\mdpal\anaconda3\envs\installingrasa\lib\site-packages\thinc\neural\_custom_kernels.cu’ mode=‘r’ encoding=‘utf8’> SRC = (PWD / “_custom_kernels.cu”).open(“r”, encoding=“utf8”).read() ResourceWarning: Enable tracemalloc to get the object allocation traceback c:\users\mdpal\anaconda3\envs\installingrasa\lib\site-packages\thinc\neural_custom_kernels.py:39: ResourceWarning: unclosed file <_io.TextIOWrapper name=‘c:\users\mdpal\anaconda3\envs\installingrasa\lib\site-packages\thinc\neural\_murmur3.cu’ mode=‘r’ encoding=‘utf8’> MMH_SRC = (PWD / “_murmur3.cu”).open(“r”, encoding=“utf8”).read() ResourceWarning: Enable tracemalloc to get the object allocation traceback 2021-02-16 19:53:23 DEBUG rasa.utils.tensorflow.models - Loading the model from C:\Users\mdpal\AppData\Local\Temp\tmph62m1pf1\nlu\component_5_DIETClassifier.tf_model with finetune_mode=False… 2021-02-16 19:53:23 DEBUG rasa.nlu.classifiers.diet_classifier - Following metrics will be logged during training: 2021-02-16 19:53:23 DEBUG rasa.nlu.classifiers.diet_classifier - t_loss (total loss) 2021-02-16 19:53:23 DEBUG rasa.nlu.classifiers.diet_classifier - i_acc (intent acc) 2021-02-16 19:53:23 DEBUG rasa.nlu.classifiers.diet_classifier - i_loss (intent loss) 2021-02-16 19:53:23 DEBUG rasa.nlu.classifiers.diet_classifier - e_f1 (entity f1) 2021-02-16 19:53:23 DEBUG rasa.nlu.classifiers.diet_classifier - e_loss (entity loss) 2021-02-16 19:53:24 DEBUG rasa.utils.tensorflow.models - Finished loading the model. 2021-02-16 19:53:24 DEBUG rasa.utils.tensorflow.models - Building tensorflow prediction graph… 2021-02-16 19:53:28 DEBUG rasa.utils.tensorflow.models - Finished building tensorflow prediction graph. 2021-02-16 19:53:28 DEBUG rasa.utils.tensorflow.models - Loading the model from C:\Users\mdpal\AppData\Local\Temp\tmph62m1pf1\nlu\component_7_ResponseSelector.tf_model with finetune_mode=False… 2021-02-16 19:53:28 DEBUG rasa.nlu.selectors.response_selector - Following metrics will be logged during training: 2021-02-16 19:53:28 DEBUG rasa.nlu.selectors.response_selector - t_loss (total loss) 2021-02-16 19:53:28 DEBUG rasa.nlu.selectors.response_selector - r_acc (response acc) 2021-02-16 19:53:28 DEBUG rasa.nlu.selectors.response_selector - r_loss (response loss) 2021-02-16 19:53:29 DEBUG rasa.utils.tensorflow.models - Finished loading the model. 2021-02-16 19:53:29 DEBUG rasa.utils.tensorflow.models - Building tensorflow prediction graph… 2021-02-16 19:53:29 DEBUG rasa.utils.tensorflow.models - Finished building tensorflow prediction graph. 2021-02-16 19:53:29 DEBUG rasa.nlu.classifiers.diet_classifier - Failed to load model for ‘ResponseSelector’. Maybe you did not provide enough training data and no model was trained or the path ‘C:\Users\mdpal\AppData\Local\Temp\tmph62m1pf1\nlu’ doesn’t exist? 2021-02-16 19:53:29 DEBUG rasa.utils.tensorflow.models - Loading the model from C:\Users\mdpal\AppData\Local\Temp\tmph62m1pf1\nlu\component_10_ResponseSelector.tf_model with finetune_mode=False… 2021-02-16 19:53:29 DEBUG rasa.nlu.selectors.response_selector - Following metrics will be logged during training: 2021-02-16 19:53:29 DEBUG rasa.nlu.selectors.response_selector - t_loss (total loss) 2021-02-16 19:53:29 DEBUG rasa.nlu.selectors.response_selector - r_acc (response acc) 2021-02-16 19:53:29 DEBUG rasa.nlu.selectors.response_selector - r_loss (response loss) 2021-02-16 19:53:29 DEBUG rasa.utils.tensorflow.models - Finished loading the model. 2021-02-16 19:53:29 DEBUG rasa.utils.tensorflow.models - Building tensorflow prediction graph… 2021-02-16 19:53:30 DEBUG rasa.utils.tensorflow.models - Finished building tensorflow prediction graph. 2021-02-16 19:53:33 INFO rasa.nlu.components - Added ‘SpacyNLP’ to component cache. Key ‘SpacyNLP-en_core_web_md’. 2021-02-16 19:53:33 DEBUG rasa.core.tracker_store - Connected to InMemoryTrackerStore. 2021-02-16 19:53:33 DEBUG rasa.core.lock_store - Connected to lock store ‘InMemoryLockStore’. 2021-02-16 19:53:35 DEBUG rasa.model - Extracted model to ‘C:\Users\mdpal\AppData\Local\Temp\tmpq234pn84’. 2021-02-16 19:53:35 DEBUG rasa.utils.tensorflow.models - Loading the model from C:\Users\mdpal\AppData\Local\Temp\tmpq234pn84\core\policy_1_TEDPolicy\ted_policy.tf_model with finetune_mode=False… 2021-02-16 19:53:36 DEBUG rasa.utils.tensorflow.models - Finished loading the model. 2021-02-16 19:53:36 DEBUG rasa.utils.tensorflow.models - Building tensorflow prediction graph… 2021-02-16 19:53:40 DEBUG rasa.utils.tensorflow.models - Finished building tensorflow prediction graph. 2021-02-16 19:53:40 DEBUG rasa.core.nlg.generator - Instantiated NLG to ‘TemplatedNaturalLanguageGenerator’. 2021-02-16 19:53:40 INFO root - Rasa server is up and running. Bot loaded. Type a message and press enter (use ‘/stop’ to exit): Your input → what is the weather like 2021-02-16 19:53:56 DEBUG rasa.core.lock_store - Issuing ticket for conversation ‘7981a77ca6774f4689d3bdf88f57ed76’. 2021-02-16 19:53:56 DEBUG rasa.core.lock_store - Acquiring lock for conversation ‘7981a77ca6774f4689d3bdf88f57ed76’. 2021-02-16 19:53:56 DEBUG rasa.core.lock_store - Acquired lock for conversation ‘7981a77ca6774f4689d3bdf88f57ed76’. 2021-02-16 19:53:56 DEBUG rasa.core.tracker_store - Could not find tracker for conversation ID ‘7981a77ca6774f4689d3bdf88f57ed76’. 2021-02-16 19:53:56 DEBUG rasa.core.processor - Starting a new session for conversation ID ‘7981a77ca6774f4689d3bdf88f57ed76’. 2021-02-16 19:53:56 DEBUG rasa.core.processor - Policy prediction ended with events ‘[]’. 2021-02-16 19:53:56 DEBUG rasa.core.processor - Action ‘action_session_start’ ended with events ‘[<rasa.shared.core.events.SessionStarted object at 0x000002CEDDDC9408>, ActionExecuted(action: action_listen, policy: None, confidence: None)]’. 2021-02-16 19:53:56 DEBUG rasa.core.processor - Current slot values: name: None PERSON: None stock_name: None low_value: None high_value: None quantity: None currency: None recommend_stock_type: None question: None anystring: None user_name: None logged_in: None name_set: False 2021-02-16 19:53:57 DEBUG rasa.nlu.selectors.response_selector - Adding following selector key to message property: default 2021-02-16 19:53:57 DEBUG rasa.nlu.classifiers.diet_classifier - There is no trained model for ‘ResponseSelector’: The component is either not trained or didn’t receive enough training data. 2021-02-16 19:53:57 DEBUG rasa.nlu.selectors.response_selector - Adding following selector key to message property: faq 2021-02-16 19:53:57 DEBUG rasa.nlu.selectors.response_selector - Adding following selector key to message property: chitchat 2021-02-16 19:53:57 DEBUG rasa.core.processor - Received user message ‘what is the weather like’ with intent ‘{‘id’: -5836341138987775351, ‘name’: ‘chitchat’, ‘confidence’: 0.9937588572502136}’ and entities ‘[]’ 2021-02-16 19:53:57 DEBUG rasa.core.processor - Logged UserUtterance - tracker now has 4 events. 2021-02-16 19:53:57 DEBUG rasa.core.policies.memoization - Current tracker state: [state 0] slots: {‘name_set’: (1.0, 0.0)} [state 1] user intent: chitchat | previous action name: action_listen | slots: {‘name_set’: (1.0, 0.0)} 2021-02-16 19:53:57 DEBUG rasa.core.policies.memoization - There is no memorised next action 2021-02-16 19:53:57 DEBUG rasa.core.policies.rule_policy - Current tracker state: [state 0] slots: {‘name_set’: (1.0, 0.0)} [state 1] user text: what is the weather like | previous action name: action_listen | slots: {‘name_set’: (1.0, 0.0)} 2021-02-16 19:53:57 DEBUG rasa.core.policies.rule_policy - There is no applicable rule. 2021-02-16 19:53:57 DEBUG rasa.core.policies.rule_policy - Current tracker state: [state 0] slots: {‘name_set’: (1.0, 0.0)} [state 1] user intent: chitchat | previous action name: action_listen | slots: {‘name_set’: (1.0, 0.0)} 2021-02-16 19:53:57 DEBUG rasa.core.policies.rule_policy - There is a rule for the next action ‘utter_chitchat’. 2021-02-16 19:53:57 DEBUG rasa.core.policies.ensemble - Made prediction using user intent. 2021-02-16 19:53:57 DEBUG rasa.core.policies.ensemble - Added DefinePrevUserUtteredFeaturization(False) event. 2021-02-16 19:53:57 DEBUG rasa.core.policies.ensemble - Predicted next action using policy_2_RulePolicy. 2021-02-16 19:53:57 DEBUG rasa.core.processor - Predicted next action ‘utter_chitchat’ with confidence 1.00. 2021-02-16 19:53:57 DEBUG rasa.core.actions.action - Picking response from selector of type chitchat 2021-02-16 19:53:57 DEBUG rasa.core.processor - Policy prediction ended with events ‘[<rasa.shared.core.events.DefinePrevUserUtteredFeaturization object at 0x000002CED94CDC48>]’. 2021-02-16 19:53:57 DEBUG rasa.core.processor - Action ‘utter_chitchat’ ended with events ‘[BotUttered(‘Oh, it does look sunny right now in Berlin.’, {“elements”: null, “quick_replies”: null, “buttons”: null, “attachment”: null, “image”: null, “custom”: null}, {“template_name”: “utter_chitchat/ask_weather”}, 1613505237.1853325)]’. 2021-02-16 19:53:57 DEBUG rasa.core.policies.memoization - Current tracker state: [state 0] slots: {‘name_set’: (1.0, 0.0)} [state 1] user intent: chitchat | previous action name: action_listen | slots: {‘name_set’: (1.0, 0.0)} [state 2] user intent: chitchat | previous action name: utter_chitchat | slots: {‘name_set’: (1.0, 0.0)} 2021-02-16 19:53:57 DEBUG rasa.core.policies.memoization - There is no memorised next action 2021-02-16 19:53:57 DEBUG rasa.core.policies.rule_policy - Current tracker state: [state 0] slots: {‘name_set’: (1.0, 0.0)} [state 1] user intent: chitchat | previous action name: action_listen | slots: {‘name_set’: (1.0, 0.0)} [state 2] user intent: chitchat | previous action name: utter_chitchat | slots: {‘name_set’: (1.0, 0.0)} 2021-02-16 19:53:57 DEBUG rasa.core.policies.rule_policy - There is a rule for the next action ‘action_listen’. 2021-02-16 19:53:57 DEBUG rasa.core.policies.ensemble - Predicted next action using policy_2_RulePolicy. 2021-02-16 19:53:57 DEBUG rasa.core.processor - Predicted next action ‘action_listen’ with confidence 1.00. 2021-02-16 19:53:57 DEBUG rasa.core.processor - Policy prediction ended with events ‘[]’. 2021-02-16 19:53:57 DEBUG rasa.core.processor - Action ‘action_listen’ ended with events ‘[]’. 2021-02-16 19:53:57 DEBUG rasa.core.lock_store - Deleted lock for conversation ‘7981a77ca6774f4689d3bdf88f57ed76’. Oh, it does look sunny right now in Berlin. Your input → my name is martin 2021-02-16 19:54:14 DEBUG rasa.core.lock_store - Issuing ticket for conversation ‘7981a77ca6774f4689d3bdf88f57ed76’. 2021-02-16 19:54:14 DEBUG rasa.core.lock_store - Acquiring lock for conversation ‘7981a77ca6774f4689d3bdf88f57ed76’. 2021-02-16 19:54:14 DEBUG rasa.core.lock_store - Acquired lock for conversation ‘7981a77ca6774f4689d3bdf88f57ed76’. 2021-02-16 19:54:14 DEBUG rasa.core.tracker_store - Recreating tracker for id ‘7981a77ca6774f4689d3bdf88f57ed76’ 2021-02-16 19:54:14 DEBUG rasa.nlu.selectors.response_selector - Adding following selector key to message property: default 2021-02-16 19:54:14 DEBUG rasa.nlu.classifiers.diet_classifier - There is no trained model for ‘ResponseSelector’: The component is either not trained or didn’t receive enough training data. 2021-02-16 19:54:14 DEBUG rasa.nlu.selectors.response_selector - Adding following selector key to message property: faq 2021-02-16 19:54:14 DEBUG rasa.nlu.selectors.response_selector - Adding following selector key to message property: chitchat 2021-02-16 19:54:14 DEBUG rasa.core.processor - Received user message ‘my name is martin’ with intent ‘{‘id’: -3007458827327845457, ‘name’: ‘get_name’, ‘confidence’: 0.9999986886978149}’ and entities ‘[{‘entity’: ‘PERSON’, ‘start’: 11, ‘end’: 17, ‘confidence_entity’: 0.999756395816803, ‘value’: ‘martin’, ‘extractor’: ‘DIETClassifier’}]’ 2021-02-16 19:54:14 DEBUG rasa.core.processor - Current slot values: name: None PERSON: martin stock_name: None low_value: None high_value: None quantity: None currency: None recommend_stock_type: None question: None anystring: None user_name: None logged_in: None name_set: False 2021-02-16 19:54:14 DEBUG rasa.core.processor - Logged UserUtterance - tracker now has 10 events. 2021-02-16 19:54:14 DEBUG rasa.core.policies.memoization - Current tracker state: [state 0] slots: {‘name_set’: (1.0, 0.0)} [state 1] user intent: chitchat | previous action name: action_listen | slots: {‘name_set’: (1.0, 0.0)} [state 2] user intent: chitchat | previous action name: utter_chitchat | slots: {‘name_set’: (1.0, 0.0)} [state 3] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 0.0)} 2021-02-16 19:54:14 DEBUG rasa.core.policies.memoization - There is no memorised next action 2021-02-16 19:54:14 DEBUG rasa.core.policies.rule_policy - Current tracker state: [state 0] slots: {‘name_set’: (1.0, 0.0)} [state 1] user intent: chitchat | previous action name: action_listen | slots: {‘name_set’: (1.0, 0.0)} [state 2] user intent: chitchat | previous action name: utter_chitchat | slots: {‘name_set’: (1.0, 0.0)} [state 3] user text: my name is martin | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 0.0)} 2021-02-16 19:54:14 DEBUG rasa.core.policies.rule_policy - There is no applicable rule. 2021-02-16 19:54:14 DEBUG rasa.core.policies.rule_policy - Current tracker state: [state 0] slots: {‘name_set’: (1.0, 0.0)} [state 1] user intent: chitchat | previous action name: action_listen | slots: {‘name_set’: (1.0, 0.0)} [state 2] user intent: chitchat | previous action name: utter_chitchat | slots: {‘name_set’: (1.0, 0.0)} [state 3] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 0.0)} 2021-02-16 19:54:14 DEBUG rasa.core.policies.rule_policy - There is no applicable rule. 2021-02-16 19:54:14 DEBUG rasa.core.policies.ensemble - Made prediction using user intent. 2021-02-16 19:54:14 DEBUG rasa.core.policies.ensemble - Added DefinePrevUserUtteredFeaturization(False) event. 2021-02-16 19:54:14 DEBUG rasa.core.policies.ensemble - Predicted next action using policy_1_TEDPolicy. 2021-02-16 19:54:14 DEBUG rasa.core.processor - Predicted next action ‘action_display_name’ with confidence 0.99. 2021-02-16 19:54:14 DEBUG rasa.core.actions.action - Calling action endpoint to run action ‘action_display_name’. 2021-02-16 19:54:16 DEBUG rasa.core.processor - Policy prediction ended with events ‘[<rasa.shared.core.events.DefinePrevUserUtteredFeaturization object at 0x000002CEAC981748>]’. 2021-02-16 19:54:16 DEBUG rasa.core.processor - Action ‘action_display_name’ ended with events ‘[BotUttered(‘Hi martin’, {“elements”: null, “quick_replies”: null, “buttons”: null, “attachment”: null, “image”: null, “custom”: null}, {}, 1613505256.3016508), <rasa.shared.core.events.SlotSet object at 0x000002CEAC3FF688>]’. 2021-02-16 19:54:16 DEBUG rasa.core.processor - Current slot values: name: None PERSON: martin stock_name: None low_value: None high_value: None quantity: None currency: None recommend_stock_type: None question: None anystring: None user_name: None logged_in: None name_set: True 2021-02-16 19:54:16 DEBUG rasa.core.policies.memoization - Current tracker state: [state 0] slots: {‘name_set’: (1.0, 0.0)} [state 1] user intent: chitchat | previous action name: action_listen | slots: {‘name_set’: (1.0, 0.0)} [state 2] user intent: chitchat | previous action name: utter_chitchat | slots: {‘name_set’: (1.0, 0.0)} [state 3] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 0.0)} [state 4] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_display_name | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} 2021-02-16 19:54:16 DEBUG rasa.core.policies.memoization - There is no memorised next action 2021-02-16 19:54:16 DEBUG rasa.core.policies.rule_policy - Current tracker state: [state 0] slots: {‘name_set’: (1.0, 0.0)} [state 1] user intent: chitchat | previous action name: action_listen | slots: {‘name_set’: (1.0, 0.0)} [state 2] user intent: chitchat | previous action name: utter_chitchat | slots: {‘name_set’: (1.0, 0.0)} [state 3] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 0.0)} [state 4] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_display_name | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} 2021-02-16 19:54:16 DEBUG rasa.core.policies.rule_policy - There is no applicable rule. 2021-02-16 19:54:16 DEBUG rasa.core.policies.ensemble - Predicted next action using policy_1_TEDPolicy. 2021-02-16 19:54:16 DEBUG rasa.core.processor - Predicted next action ‘utter_name_set’ with confidence 0.98. 2021-02-16 19:54:16 DEBUG rasa.core.processor - Policy prediction ended with events ‘[]’. 2021-02-16 19:54:16 DEBUG rasa.core.processor - Action ‘utter_name_set’ ended with events ‘[BotUttered(‘name set value True’, {“elements”: null, “quick_replies”: null, “buttons”: null, “attachment”: null, “image”: null, “custom”: null}, {“template_name”: “utter_name_set”}, 1613505256.3186047)]’. 2021-02-16 19:54:16 DEBUG rasa.core.policies.memoization - Current tracker state: [state 0] user intent: chitchat | previous action name: action_listen | slots: {‘name_set’: (1.0, 0.0)} [state 1] user intent: chitchat | previous action name: utter_chitchat | slots: {‘name_set’: (1.0, 0.0)} [state 2] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 0.0)} [state 3] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_display_name | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 4] user intent: get_name | user entities: (‘PERSON’,) | previous action name: utter_name_set | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} 2021-02-16 19:54:16 DEBUG rasa.core.policies.memoization - There is no memorised next action 2021-02-16 19:54:16 DEBUG rasa.core.policies.rule_policy - Current tracker state: [state 0] slots: {‘name_set’: (1.0, 0.0)} [state 1] user intent: chitchat | previous action name: action_listen | slots: {‘name_set’: (1.0, 0.0)} [state 2] user intent: chitchat | previous action name: utter_chitchat | slots: {‘name_set’: (1.0, 0.0)} [state 3] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 0.0)} [state 4] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_display_name | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 5] user intent: get_name | user entities: (‘PERSON’,) | previous action name: utter_name_set | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} 2021-02-16 19:54:16 DEBUG rasa.core.policies.rule_policy - There is no applicable rule. 2021-02-16 19:54:16 DEBUG rasa.core.policies.ensemble - Predicted next action using policy_1_TEDPolicy. 2021-02-16 19:54:16 DEBUG rasa.core.processor - Predicted next action ‘action_clear_stock_slots’ with confidence 0.98. 2021-02-16 19:54:16 DEBUG rasa.core.actions.action - Calling action endpoint to run action ‘action_clear_stock_slots’. Hi martin 2021-02-16 19:54:18 DEBUG rasa.core.processor - Policy prediction ended with events ‘[]’. 2021-02-16 19:54:18 DEBUG rasa.core.processor - Action ‘action_clear_stock_slots’ ended with events ‘[<rasa.shared.core.events.SlotSet object at 0x000002CEAECDF148>, <rasa.shared.core.events.SlotSet object at 0x000002CEAECDF088>, <rasa.shared.core.events.SlotSet object at 0x000002CEAECDF208>, <rasa.shared.core.events.SlotSet object at 0x000002CEAECDF248>, <rasa.shared.core.events.SlotSet object at 0x000002CEAECDF288>]’. 2021-02-16 19:54:18 DEBUG rasa.core.processor - Current slot values: name: None PERSON: martin stock_name: None low_value: None high_value: None quantity: None currency: None recommend_stock_type: None question: None anystring: None user_name: None logged_in: None name_set: True 2021-02-16 19:54:18 DEBUG rasa.core.policies.memoization - Current tracker state: [state 0] user intent: chitchat | previous action name: utter_chitchat | slots: {‘name_set’: (1.0, 0.0)} [state 1] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 0.0)} [state 2] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_display_name | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 3] user intent: get_name | user entities: (‘PERSON’,) | previous action name: utter_name_set | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 4] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_clear_stock_slots | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} 2021-02-16 19:54:18 DEBUG rasa.core.policies.memoization - There is no memorised next action 2021-02-16 19:54:18 DEBUG rasa.core.policies.rule_policy - Current tracker state: [state 0] slots: {‘name_set’: (1.0, 0.0)} [state 1] user intent: chitchat | previous action name: action_listen | slots: {‘name_set’: (1.0, 0.0)} [state 2] user intent: chitchat | previous action name: utter_chitchat | slots: {‘name_set’: (1.0, 0.0)} [state 3] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 0.0)} [state 4] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_display_name | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 5] user intent: get_name | user entities: (‘PERSON’,) | previous action name: utter_name_set | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 6] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_clear_stock_slots | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} 2021-02-16 19:54:18 DEBUG rasa.core.policies.rule_policy - There is no applicable rule. 2021-02-16 19:54:18 DEBUG rasa.core.policies.ensemble - Predicted next action using policy_1_TEDPolicy. 2021-02-16 19:54:18 DEBUG rasa.core.processor - Predicted next action ‘action_clear_recommend_slot’ with confidence 0.97. 2021-02-16 19:54:18 DEBUG rasa.core.actions.action - Calling action endpoint to run action ‘action_clear_recommend_slot’. 2021-02-16 19:54:20 DEBUG rasa.core.processor - Policy prediction ended with events ‘[]’. 2021-02-16 19:54:20 DEBUG rasa.core.processor - Action ‘action_clear_recommend_slot’ ended with events ‘[<rasa.shared.core.events.SlotSet object at 0x000002CEAECD4EC8>]’. 2021-02-16 19:54:20 DEBUG rasa.core.processor - Current slot values: name: None PERSON: martin stock_name: None low_value: None high_value: None quantity: None currency: None recommend_stock_type: None question: None anystring: None user_name: None logged_in: None name_set: True 2021-02-16 19:54:20 DEBUG rasa.core.policies.memoization - Current tracker state: [state 0] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 0.0)} [state 1] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_display_name | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 2] user intent: get_name | user entities: (‘PERSON’,) | previous action name: utter_name_set | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 3] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_clear_stock_slots | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 4] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_clear_recommend_slot | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} 2021-02-16 19:54:20 DEBUG rasa.core.policies.memoization - There is a memorised next action ‘utter_what_do_you_want_to_do’ 2021-02-16 19:54:20 DEBUG rasa.core.policies.rule_policy - Current tracker state: [state 0] slots: {‘name_set’: (1.0, 0.0)} [state 1] user intent: chitchat | previous action name: action_listen | slots: {‘name_set’: (1.0, 0.0)} [state 2] user intent: chitchat | previous action name: utter_chitchat | slots: {‘name_set’: (1.0, 0.0)} [state 3] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 0.0)} [state 4] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_display_name | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 5] user intent: get_name | user entities: (‘PERSON’,) | previous action name: utter_name_set | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 6] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_clear_stock_slots | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 7] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_clear_recommend_slot | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} 2021-02-16 19:54:20 DEBUG rasa.core.policies.rule_policy - There is no applicable rule. 2021-02-16 19:54:20 DEBUG rasa.core.policies.ensemble - Predicted next action using policy_0_MemoizationPolicy. 2021-02-16 19:54:20 DEBUG rasa.core.processor - Predicted next action ‘utter_what_do_you_want_to_do’ with confidence 1.00. 2021-02-16 19:54:20 DEBUG rasa.core.processor - Policy prediction ended with events ‘[]’. 2021-02-16 19:54:20 DEBUG rasa.core.processor - Action ‘utter_what_do_you_want_to_do’ ended with events ‘[BotUttered(‘what do you want to do? (i can give you some hints if you ask)’, {“elements”: null, “quick_replies”: null, “buttons”: null, “attachment”: null, “image”: null, “custom”: null}, {“template_name”: “utter_what_do_you_want_to_do”}, 1613505260.4227247)]’. 2021-02-16 19:54:20 DEBUG rasa.core.policies.memoization - Current tracker state: [state 0] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_display_name | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 1] user intent: get_name | user entities: (‘PERSON’,) | previous action name: utter_name_set | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 2] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_clear_stock_slots | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 3] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_clear_recommend_slot | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 4] user intent: get_name | user entities: (‘PERSON’,) | previous action name: utter_what_do_you_want_to_do | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} 2021-02-16 19:54:20 DEBUG rasa.core.policies.memoization - There is a memorised next action ‘action_listen’ 2021-02-16 19:54:20 DEBUG rasa.core.policies.rule_policy - Current tracker state: [state 0] slots: {‘name_set’: (1.0, 0.0)} [state 1] user intent: chitchat | previous action name: action_listen | slots: {‘name_set’: (1.0, 0.0)} [state 2] user intent: chitchat | previous action name: utter_chitchat | slots: {‘name_set’: (1.0, 0.0)} [state 3] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 0.0)} [state 4] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_display_name | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 5] user intent: get_name | user entities: (‘PERSON’,) | previous action name: utter_name_set | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 6] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_clear_stock_slots | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 7] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_clear_recommend_slot | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 8] user intent: get_name | user entities: (‘PERSON’,) | previous action name: utter_what_do_you_want_to_do | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} 2021-02-16 19:54:20 DEBUG rasa.core.policies.rule_policy - There is no applicable rule. 2021-02-16 19:54:20 DEBUG rasa.core.policies.ensemble - Predicted next action using policy_0_MemoizationPolicy. 2021-02-16 19:54:20 DEBUG rasa.core.processor - Predicted next action ‘action_listen’ with confidence 1.00. 2021-02-16 19:54:20 DEBUG rasa.core.processor - Policy prediction ended with events ‘[]’. 2021-02-16 19:54:20 DEBUG rasa.core.processor - Action ‘action_listen’ ended with events ‘[]’. 2021-02-16 19:54:20 DEBUG rasa.core.lock_store - Deleted lock for conversation ‘7981a77ca6774f4689d3bdf88f57ed76’. name set value True what do you want to do? (i can give you some hints if you ask) Your input → what is the weather like 2021-02-16 19:54:43 DEBUG rasa.core.lock_store - Issuing ticket for conversation ‘7981a77ca6774f4689d3bdf88f57ed76’. 2021-02-16 19:54:43 DEBUG rasa.core.lock_store - Acquiring lock for conversation ‘7981a77ca6774f4689d3bdf88f57ed76’. 2021-02-16 19:54:43 DEBUG rasa.core.lock_store - Acquired lock for conversation ‘7981a77ca6774f4689d3bdf88f57ed76’. 2021-02-16 19:54:43 DEBUG rasa.core.tracker_store - Recreating tracker for id ‘7981a77ca6774f4689d3bdf88f57ed76’ 2021-02-16 19:54:43 DEBUG rasa.nlu.selectors.response_selector - Adding following selector key to message property: default 2021-02-16 19:54:43 DEBUG rasa.nlu.classifiers.diet_classifier - There is no trained model for ‘ResponseSelector’: The component is either not trained or didn’t receive enough training data. 2021-02-16 19:54:43 DEBUG rasa.nlu.selectors.response_selector - Adding following selector key to message property: faq 2021-02-16 19:54:43 DEBUG rasa.nlu.selectors.response_selector - Adding following selector key to message property: chitchat 2021-02-16 19:54:43 DEBUG rasa.core.processor - Received user message ‘what is the weather like’ with intent ‘{‘id’: -5836341138987775351, ‘name’: ‘chitchat’, ‘confidence’: 0.9937588572502136}’ and entities ‘[]’ 2021-02-16 19:54:43 DEBUG rasa.core.processor - Logged UserUtterance - tracker now has 28 events. 2021-02-16 19:54:43 DEBUG rasa.core.policies.memoization - Current tracker state: [state 0] user intent: get_name | user entities: (‘PERSON’,) | previous action name: utter_name_set | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 1] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_clear_stock_slots | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 2] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_clear_recommend_slot | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 3] user intent: get_name | user entities: (‘PERSON’,) | previous action name: utter_what_do_you_want_to_do | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 4] user intent: chitchat | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} 2021-02-16 19:54:43 DEBUG rasa.core.policies.memoization - There is no memorised next action 2021-02-16 19:54:43 DEBUG rasa.core.policies.rule_policy - Current tracker state: [state 0] slots: {‘name_set’: (1.0, 0.0)} [state 1] user intent: chitchat | previous action name: action_listen | slots: {‘name_set’: (1.0, 0.0)} [state 2] user intent: chitchat | previous action name: utter_chitchat | slots: {‘name_set’: (1.0, 0.0)} [state 3] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 0.0)} [state 4] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_display_name | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 5] user intent: get_name | user entities: (‘PERSON’,) | previous action name: utter_name_set | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 6] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_clear_stock_slots | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 7] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_clear_recommend_slot | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 8] user intent: get_name | user entities: (‘PERSON’,) | previous action name: utter_what_do_you_want_to_do | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 9] user text: what is the weather like | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} 2021-02-16 19:54:43 DEBUG rasa.core.policies.rule_policy - There is no applicable rule. 2021-02-16 19:54:43 DEBUG rasa.core.policies.rule_policy - Current tracker state: [state 0] slots: {‘name_set’: (1.0, 0.0)} [state 1] user intent: chitchat | previous action name: action_listen | slots: {‘name_set’: (1.0, 0.0)} [state 2] user intent: chitchat | previous action name: utter_chitchat | slots: {‘name_set’: (1.0, 0.0)} [state 3] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 0.0)} [state 4] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_display_name | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 5] user intent: get_name | user entities: (‘PERSON’,) | previous action name: utter_name_set | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 6] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_clear_stock_slots | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 7] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_clear_recommend_slot | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 8] user intent: get_name | user entities: (‘PERSON’,) | previous action name: utter_what_do_you_want_to_do | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 9] user intent: chitchat | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} 2021-02-16 19:54:43 DEBUG rasa.core.policies.rule_policy - There is no applicable rule. 2021-02-16 19:54:43 DEBUG rasa.core.policies.ensemble - Made prediction using user intent. 2021-02-16 19:54:43 DEBUG rasa.core.policies.ensemble - Added DefinePrevUserUtteredFeaturization(False) event. 2021-02-16 19:54:43 DEBUG rasa.core.policies.ensemble - Predicted next action using policy_2_RulePolicy. 2021-02-16 19:54:43 DEBUG rasa.core.processor - Predicted next action ‘utter_do_not_understand’ with confidence 0.40. 2021-02-16 19:54:43 DEBUG rasa.core.processor - Policy prediction ended with events ‘[<rasa.shared.core.events.DefinePrevUserUtteredFeaturization object at 0x000002CEDDEC6D88>]’. 2021-02-16 19:54:43 DEBUG rasa.core.processor - Action ‘utter_do_not_understand’ ended with events ‘[BotUttered(‘Do not understand’, {“elements”: null, “quick_replies”: null, “buttons”: null, “attachment”: null, “image”: null, “custom”: null}, {“template_name”: “utter_do_not_understand”}, 1613505283.3125412)]’. 2021-02-16 19:54:43 DEBUG rasa.core.policies.memoization - Current tracker state: [state 0] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_clear_stock_slots | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 1] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_clear_recommend_slot | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 2] user intent: get_name | user entities: (‘PERSON’,) | previous action name: utter_what_do_you_want_to_do | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 3] user intent: chitchat | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 4] user intent: chitchat | previous action name: utter_do_not_understand | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} 2021-02-16 19:54:43 DEBUG rasa.core.policies.memoization - There is no memorised next action 2021-02-16 19:54:43 DEBUG rasa.core.policies.rule_policy - Current tracker state: [state 0] slots: {‘name_set’: (1.0, 0.0)} [state 1] user intent: chitchat | previous action name: action_listen | slots: {‘name_set’: (1.0, 0.0)} [state 2] user intent: chitchat | previous action name: utter_chitchat | slots: {‘name_set’: (1.0, 0.0)} [state 3] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 0.0)} [state 4] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_display_name | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 5] user intent: get_name | user entities: (‘PERSON’,) | previous action name: utter_name_set | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 6] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_clear_stock_slots | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 7] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_clear_recommend_slot | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 8] user intent: get_name | user entities: (‘PERSON’,) | previous action name: utter_what_do_you_want_to_do | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 9] user intent: chitchat | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 10] user intent: chitchat | previous action name: utter_do_not_understand | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} 2021-02-16 19:54:43 DEBUG rasa.core.policies.rule_policy - There is no applicable rule. 2021-02-16 19:54:43 DEBUG rasa.core.policies.ensemble - Predicted next action using policy_1_TEDPolicy. 2021-02-16 19:54:43 DEBUG rasa.core.processor - Predicted next action ‘action_listen’ with confidence 0.53. 2021-02-16 19:54:43 DEBUG rasa.core.processor - Policy prediction ended with events ‘[]’. 2021-02-16 19:54:43 DEBUG rasa.core.processor - Action ‘action_listen’ ended with events ‘[]’. 2021-02-16 19:54:43 DEBUG rasa.core.lock_store - Deleted lock for conversation ‘7981a77ca6774f4689d3bdf88f57ed76’. Do not understand Your input → are you a bot 2021-02-16 19:54:57 DEBUG rasa.core.lock_store - Issuing ticket for conversation ‘7981a77ca6774f4689d3bdf88f57ed76’. 2021-02-16 19:54:57 DEBUG rasa.core.lock_store - Acquiring lock for conversation ‘7981a77ca6774f4689d3bdf88f57ed76’. 2021-02-16 19:54:57 DEBUG rasa.core.lock_store - Acquired lock for conversation ‘7981a77ca6774f4689d3bdf88f57ed76’. 2021-02-16 19:54:57 DEBUG rasa.core.tracker_store - Recreating tracker for id ‘7981a77ca6774f4689d3bdf88f57ed76’ 2021-02-16 19:54:57 DEBUG rasa.nlu.selectors.response_selector - Adding following selector key to message property: default 2021-02-16 19:54:57 DEBUG rasa.nlu.classifiers.diet_classifier - There is no trained model for ‘ResponseSelector’: The component is either not trained or didn’t receive enough training data. 2021-02-16 19:54:57 DEBUG rasa.nlu.selectors.response_selector - Adding following selector key to message property: faq 2021-02-16 19:54:57 DEBUG rasa.nlu.selectors.response_selector - Adding following selector key to message property: chitchat 2021-02-16 19:54:57 DEBUG rasa.core.processor - Received user message ‘are you a bot’ with intent ‘{‘id’: -3560097997391336972, ‘name’: ‘bot_challenge’, ‘confidence’: 0.9978819489479065}’ and entities ‘[]’ 2021-02-16 19:54:57 DEBUG rasa.core.processor - Logged UserUtterance - tracker now has 33 events. 2021-02-16 19:54:57 DEBUG rasa.core.policies.memoization - Current tracker state: [state 0] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_clear_recommend_slot | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 1] user intent: get_name | user entities: (‘PERSON’,) | previous action name: utter_what_do_you_want_to_do | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 2] user intent: chitchat | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 3] user intent: chitchat | previous action name: utter_do_not_understand | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 4] user intent: bot_challenge | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} 2021-02-16 19:54:57 DEBUG rasa.core.policies.memoization - There is no memorised next action 2021-02-16 19:54:57 DEBUG rasa.core.policies.rule_policy - Current tracker state: [state 0] slots: {‘name_set’: (1.0, 0.0)} [state 1] user intent: chitchat | previous action name: action_listen | slots: {‘name_set’: (1.0, 0.0)} [state 2] user intent: chitchat | previous action name: utter_chitchat | slots: {‘name_set’: (1.0, 0.0)} [state 3] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 0.0)} [state 4] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_display_name | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 5] user intent: get_name | user entities: (‘PERSON’,) | previous action name: utter_name_set | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 6] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_clear_stock_slots | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 7] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_clear_recommend_slot | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 8] user intent: get_name | user entities: (‘PERSON’,) | previous action name: utter_what_do_you_want_to_do | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 9] user intent: chitchat | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 10] user intent: chitchat | previous action name: utter_do_not_understand | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 11] user text: are you a bot | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} 2021-02-16 19:54:57 DEBUG rasa.core.policies.rule_policy - There is no applicable rule. 2021-02-16 19:54:57 DEBUG rasa.core.policies.rule_policy - Current tracker state: [state 0] slots: {‘name_set’: (1.0, 0.0)} [state 1] user intent: chitchat | previous action name: action_listen | slots: {‘name_set’: (1.0, 0.0)} [state 2] user intent: chitchat | previous action name: utter_chitchat | slots: {‘name_set’: (1.0, 0.0)} [state 3] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 0.0)} [state 4] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_display_name | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 5] user intent: get_name | user entities: (‘PERSON’,) | previous action name: utter_name_set | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 6] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_clear_stock_slots | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 7] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_clear_recommend_slot | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 8] user intent: get_name | user entities: (‘PERSON’,) | previous action name: utter_what_do_you_want_to_do | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 9] user intent: chitchat | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 10] user intent: chitchat | previous action name: utter_do_not_understand | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 11] user intent: bot_challenge | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} 2021-02-16 19:54:57 DEBUG rasa.core.policies.rule_policy - There is no applicable rule. 2021-02-16 19:54:57 DEBUG rasa.core.policies.ensemble - Made prediction using user intent. 2021-02-16 19:54:57 DEBUG rasa.core.policies.ensemble - Added DefinePrevUserUtteredFeaturization(False) event. 2021-02-16 19:54:57 DEBUG rasa.core.policies.ensemble - Predicted next action using policy_1_TEDPolicy. 2021-02-16 19:54:57 DEBUG rasa.core.processor - Predicted next action ‘action_validate_stock_purchase’ with confidence 0.52. 2021-02-16 19:54:57 DEBUG rasa.core.actions.action - Calling action endpoint to run action ‘action_validate_stock_purchase’. 2021-02-16 19:54:59 DEBUG rasa.core.processor - Policy prediction ended with events ‘[<rasa.shared.core.events.DefinePrevUserUtteredFeaturization object at 0x000002CEAEC89EC8>]’. 2021-02-16 19:54:59 DEBUG rasa.core.processor - Action ‘action_validate_stock_purchase’ ended with events ‘[]’. 2021-02-16 19:54:59 DEBUG rasa.core.processor - Current slot values: name: None PERSON: martin stock_name: None low_value: None high_value: None quantity: None currency: None recommend_stock_type: None question: None anystring: None user_name: None logged_in: None name_set: True 2021-02-16 19:54:59 DEBUG rasa.core.policies.memoization - Current tracker state: [state 0] user intent: get_name | user entities: (‘PERSON’,) | previous action name: utter_what_do_you_want_to_do | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 1] user intent: chitchat | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 2] user intent: chitchat | previous action name: utter_do_not_understand | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 3] user intent: bot_challenge | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 4] user intent: bot_challenge | previous action name: action_validate_stock_purchase | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} 2021-02-16 19:54:59 DEBUG rasa.core.policies.memoization - There is no memorised next action 2021-02-16 19:54:59 DEBUG rasa.core.policies.rule_policy - Current tracker state: [state 0] slots: {‘name_set’: (1.0, 0.0)} [state 1] user intent: chitchat | previous action name: action_listen | slots: {‘name_set’: (1.0, 0.0)} [state 2] user intent: chitchat | previous action name: utter_chitchat | slots: {‘name_set’: (1.0, 0.0)} [state 3] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 0.0)} [state 4] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_display_name | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 5] user intent: get_name | user entities: (‘PERSON’,) | previous action name: utter_name_set | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 6] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_clear_stock_slots | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 7] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_clear_recommend_slot | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 8] user intent: get_name | user entities: (‘PERSON’,) | previous action name: utter_what_do_you_want_to_do | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 9] user intent: chitchat | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 10] user intent: chitchat | previous action name: utter_do_not_understand | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 11] user intent: bot_challenge | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 12] user intent: bot_challenge | previous action name: action_validate_stock_purchase | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} 2021-02-16 19:54:59 DEBUG rasa.core.policies.rule_policy - There is no applicable rule. 2021-02-16 19:54:59 DEBUG rasa.core.policies.ensemble - Predicted next action using policy_1_TEDPolicy. 2021-02-16 19:54:59 DEBUG rasa.core.processor - Predicted next action ‘utter_get_stock’ with confidence 0.53. 2021-02-16 19:54:59 DEBUG rasa.core.processor - Policy prediction ended with events ‘[]’. 2021-02-16 19:54:59 DEBUG rasa.core.processor - Action ‘utter_get_stock’ ended with events ‘[BotUttered(‘Which stock would you like to buy?’, {“elements”: null, “quick_replies”: null, “buttons”: null, “attachment”: null, “image”: null, “custom”: null}, {“template_name”: “utter_get_stock”}, 1613505299.3709419)]’. 2021-02-16 19:54:59 DEBUG rasa.core.policies.memoization - Current tracker state: [state 0] user intent: chitchat | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 1] user intent: chitchat | previous action name: utter_do_not_understand | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 2] user intent: bot_challenge | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 3] user intent: bot_challenge | previous action name: action_validate_stock_purchase | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 4] user intent: bot_challenge | previous action name: utter_get_stock | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} 2021-02-16 19:54:59 DEBUG rasa.core.policies.memoization - There is no memorised next action 2021-02-16 19:54:59 DEBUG rasa.core.policies.rule_policy - Current tracker state: [state 0] slots: {‘name_set’: (1.0, 0.0)} [state 1] user intent: chitchat | previous action name: action_listen | slots: {‘name_set’: (1.0, 0.0)} [state 2] user intent: chitchat | previous action name: utter_chitchat | slots: {‘name_set’: (1.0, 0.0)} [state 3] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 0.0)} [state 4] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_display_name | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 5] user intent: get_name | user entities: (‘PERSON’,) | previous action name: utter_name_set | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 6] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_clear_stock_slots | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 7] user intent: get_name | user entities: (‘PERSON’,) | previous action name: action_clear_recommend_slot | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 8] user intent: get_name | user entities: (‘PERSON’,) | previous action name: utter_what_do_you_want_to_do | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 9] user intent: chitchat | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 10] user intent: chitchat | previous action name: utter_do_not_understand | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 11] user intent: bot_challenge | previous action name: action_listen | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 12] user intent: bot_challenge | previous action name: action_validate_stock_purchase | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} [state 13] user intent: bot_challenge | previous action name: utter_get_stock | slots: {‘PERSON’: (1.0,), ‘name_set’: (1.0, 1.0)} 2021-02-16 19:54:59 DEBUG rasa.core.policies.rule_policy - There is no applicable rule. 2021-02-16 19:54:59 DEBUG rasa.core.policies.ensemble - Predicted next action using policy_1_TEDPolicy. 2021-02-16 19:54:59 DEBUG rasa.core.processor - Predicted next action ‘action_listen’ with confidence 1.00. 2021-02-16 19:54:59 DEBUG rasa.core.processor - Policy prediction ended with events ‘[]’. 2021-02-16 19:54:59 DEBUG rasa.core.processor - Action ‘action_listen’ ended with events ‘[]’. 2021-02-16 19:54:59 DEBUG rasa.core.lock_store - Deleted lock for conversation ‘7981a77ca6774f4689d3bdf88f57ed76’. Which stock would you like to buy? Your input →