I am newbie on Rasa . I am not able to call nlu server endpoint from Core server
Following are information regarding setup Rasa Version - Rasa 1.3.3
setup : Rasa core & Action ( Python) are bundle together
Rasa NLU app on different server .
Command 1, Running an NLU server
$ rasa run --enable-api -m models/nlu-20190515-144445.tar.gz
-
Running Action server
rasa run actions
-
Running Core server to start interaction . Following model is core model trained based on stories.md
rasa shell -m ./models/core/core-20191011-104704.tar.gz --endpoints endpoints.yml -p 5006 --debug
When i start my core server shell and start giving input like Hi , Hello or another greet . My assumption was from my core server , it should go to NLU server to understand intent & entities and then executed my actions based on intent from NLU .
I haven’t seen request going to NLU server . I have mentioned my NLU url in endpoints.yml
Following are endpoint.yaml content :
action_endpoint:
nlu:
url: “http://localhost:5005”
===== Following log from Rasa Core =====
Bot loaded. Type a message and press enter (use ‘/stop’ to exit):
Your input → hello
2019-10-13 07:45:08 DEBUG rasa.core.tracker_store - Creating a new tracker for id ‘default’. 2019-10-13 07:45:08 DEBUG rasa.core.processor - Received user message ‘hello’ with intent ‘{‘name’: ‘hello’, ‘confidence’: 1.0}’ and entities ‘’ 2019-10-13 07:45:08 DEBUG rasa.core.processor - Logged UserUtterance - tracker now has 2 events 2019-10-13 07:45:08 DEBUG rasa.core.featurizers - Feature ‘intent_hello’ (value: ‘1.0’) could not be found in feature map. Make sure you added all intents and entities to the domain 2019-10-13 07:45:08 DEBUG rasa.core.policies.memoization - Current tracker state [None, None, None, None, {}, {‘intent_hello’: 1.0, ‘prev_action_listen’: 1.0}] 2019-10-13 07:45:08 DEBUG rasa.core.policies.memoization - There is no memorised next action 2019-10-13 07:45:08 DEBUG rasa.core.policies.form_policy - There is no active form 2019-10-13 07:45:08 DEBUG rasa.core.policies.ensemble - Predicted next action using policy_0_KerasPolicy 2019-10-13 07:45:08 DEBUG rasa.core.processor - Predicted next action ‘action_chitchat’ with confidence 0.79. 2019-10-13 07:45:08 DEBUG rasa.core.actions.action - Calling action endpoint to run action ‘action_chitchat’. 2019-10-13 07:45:08 DEBUG rasa.core.processor - Action ‘action_chitchat’ ended with events ‘’ 2019-10-13 07:45:08 DEBUG rasa.core.processor - Current slot values: facility_address: None facility_id: None facility_type: None location: None requested_slot: None 2019-10-13 07:45:08 DEBUG rasa.core.featurizers - Feature ‘intent_hello’ (value: ‘1.0’) could not be found in feature map. Make sure you added all intents and entities to the domain 2019-10-13 07:45:08 DEBUG rasa.core.featurizers - Feature ‘intent_hello’ (value: ‘1.0’) could not be found in feature map. Make sure you added all intents and entities to the domain 2019-10-13 07:45:08 DEBUG rasa.core.policies.memoization - Current tracker state [None, None, None, {}, {‘intent_hello’: 1.0, ‘prev_action_listen’: 1.0}, {‘intent_hello’: 1.0, ‘prev_action_chitchat’: 1.0}] 2019-10-13 07:45:08 DEBUG rasa.core.policies.memoization - There is no memorised next action 2019-10-13 07:45:08 DEBUG rasa.core.policies.form_policy - There is no active form 2019-10-13 07:45:08 DEBUG rasa.core.policies.ensemble - Predicted next action using policy_0_KerasPolicy 2019-10-13 07:45:08 DEBUG rasa.core.processor - Predicted next action ‘action_listen’ with confidence 0.97. 2019-10-13 07:45:08 DEBUG rasa.core.processor - Action ‘action_listen’ ended with events ‘’ 2019-10-13 07:45:08 DEBUG rasa.core.lock_store - Deleted lock for conversation ‘default’.
Thanks in advance