Hi I am trying to write a simple bot using RASA. I train my RASA NLU and Core with data In RASA NLU markdown file I gave input as below ## intent:greet - Good morning - hello - hi ## intent:bye - goodbye - goodnight In my domain file I gave like intents: - greet - bye templates: utter_greet: - text: "bot : hello" utter_bye: - text: "bye was nice talking to you" actions: - utter_greet - utter_bye My story file ## greet * greet - utter_greet * bye - utter_bye My situation is When the user input “hi” the intent is properly identified and the bot say “bot : hello” But the when user again input “hi” the intent is identified as greet and the bot action is not identified as utter_greet From my debug log Creating a new tracker for id 'default'. Received user message 'hi' with intent '{'name': 'greet', 'confidence': 0.9335246682167053}' and entities '[]' Logged UserUtterance - tracker now has 2 events Current slot values: Current tracker state [None, {}, {'intent_greet': 1.0, 'prev_action_listen': 1.0}] There is a memorised next action '3' Predicted next action using policy_1_MemoizationPolicy Predicted next action 'utter_greet' with prob 1.00. Action 'utter_greet' ended with events '[]' Bot utterance 'BotUttered(text: bot : hello, data: { "elements": null, "buttons": null, "attachment": null })' Current tracker state [{}, {'intent_greet': 1.0, 'prev_action_listen': 1.0}, {'intent_greet': 1.0, 'prev_utter_greet': 1.0}] There is a memorised next action '0' Predicted next action using policy_1_MemoizationPolicy Predicted next action 'action_listen' with prob 1.00. Action 'action_listen' ended with events '[]' Recreating tracker for id 'default' Received user message 'hi' with intent '{'name': 'greet', 'confidence': 0.9335246682167053}' and entities '[]' Logged UserUtterance - tracker now has 6 events Current slot values: Current tracker state [{'intent_greet': 1.0, 'prev_action_listen': 1.0}, {'intent_greet': 1.0, 'prev_utter_greet': 1.0}, {'intent_greet': 1.0, 'prev_action_listen': 1.0}] There is no memorised next action Predicted next action using policy_2_KerasPolicy Predicted next action 'action_listen' with prob 0.87. Action 'action_listen' ended with events '[]' Recreating tracker for id 'default' Received user message 'hi' with intent '{'name': 'greet', 'confidence': 0.9335246682167053}' and entities '[]' Logged UserUtterance - tracker now has 8 events Current slot values:

[SOLVED] User Action is not identified second time for same indent

NikhilBansal21 (Nikhil Bansal) October 12, 2018, 6:23am 2

you will have to add more instances in your stories to make bot understand different scenarios for your tasks.

Bot repeats action_listen - Augmentation not working?

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