My RASA Open Source server is up and running on localhost. When I open https://localhost:5055 in a browser, It shows Hello from Rasa: 3.3.0 message. Also, http://127.0.0.1:5005/webhooks/rasa shows {"status":"ok"} but when I call the open-source server API https://localhost:5005/webhooks/rest/webhook thour POST request then RASA server is not responding. I run the Rasa server via rasa run -m models --enable-api --cors ‘*’ --debugg .
My console logs are as follows:
2022-11-03 09:00:33 DEBUG rasa.cli.utils - Parameter 'credentials' not set. Using default location 'credentials.yml' instead.
C:\Users\SSS_DID\anaconda3\envs\chatbot\lib\site-packages\sanic_cors\extension.py:39: DeprecationWarning: distutils Version classes are deprecated. Use packaging.v
ersion instead.
SANIC_VERSION = LooseVersion(sanic_version)
C:\Users\SSS_DID\anaconda3\envs\chatbot\lib\site-packages\future\standard_library\__init__.py:65: DeprecationWarning: the imp module is deprecated in favour of imp
ortlib; see the module's documentation for alternative uses
import imp
2022-11-03 09:00:39 DEBUG h5py._conv - Creating converter from 7 to 5
2022-11-03 09:00:39 DEBUG h5py._conv - Creating converter from 5 to 7
2022-11-03 09:00:39 DEBUG h5py._conv - Creating converter from 7 to 5
2022-11-03 09:00:39 DEBUG h5py._conv - Creating converter from 5 to 7
C:\Users\SSS_DID\anaconda3\envs\chatbot\lib\site-packages\keras_preprocessing\image\utils.py:23: DeprecationWarning: NEAREST is deprecated and will be removed in P
illow 10 (2023-07-01). Use Resampling.NEAREST or Dither.NONE instead.
'nearest': pil_image.NEAREST,
C:\Users\SSS_DID\anaconda3\envs\chatbot\lib\site-packages\keras_preprocessing\image\utils.py:24: DeprecationWarning: BILINEAR is deprecated and will be removed in
Pillow 10 (2023-07-01). Use Resampling.BILINEAR instead.
'bilinear': pil_image.BILINEAR,
C:\Users\SSS_DID\anaconda3\envs\chatbot\lib\site-packages\keras_preprocessing\image\utils.py:25: DeprecationWarning: BICUBIC is deprecated and will be removed in P
illow 10 (2023-07-01). Use Resampling.BICUBIC instead.
'bicubic': pil_image.BICUBIC,
C:\Users\SSS_DID\anaconda3\envs\chatbot\lib\site-packages\keras_preprocessing\image\utils.py:28: DeprecationWarning: HAMMING is deprecated and will be removed in P
illow 10 (2023-07-01). Use Resampling.HAMMING instead.
if hasattr(pil_image, 'HAMMING'):
C:\Users\SSS_DID\anaconda3\envs\chatbot\lib\site-packages\keras_preprocessing\image\utils.py:30: DeprecationWarning: BOX is deprecated and will be removed in Pillo
w 10 (2023-07-01). Use Resampling.BOX instead.
if hasattr(pil_image, 'BOX'):
C:\Users\SSS_DID\anaconda3\envs\chatbot\lib\site-packages\keras_preprocessing\image\utils.py:33: DeprecationWarning: LANCZOS is deprecated and will be removed in P
illow 10 (2023-07-01). Use Resampling.LANCZOS instead.
if hasattr(pil_image, 'LANCZOS'):
2022-11-03 09:00:46 DEBUG rasa.core.utils - Available web server routes:
/conversations/<conversation_id:path>/messages POST add_message
/conversations/<conversation_id:path>/tracker/events POST append_events
/webhooks/rasa GET custom_webhook_RasaChatInput.health
/webhooks/rasa/webhook POST custom_webhook_RasaChatInput.receive
/webhooks/rest GET custom_webhook_RestInput.health
/webhooks/rest/webhook POST custom_webhook_RestInput.receive
/model/test/intents POST evaluate_intents
/model/test/stories POST evaluate_stories
/conversations/<conversation_id:path>/execute POST execute_action
/domain GET get_domain
/ GET hello
/model PUT load_model
/model/parse POST parse
/conversations/<conversation_id:path>/predict POST predict
/conversations/<conversation_id:path>/tracker/events PUT replace_events
/conversations/<conversation_id:path>/story GET retrieve_story
/conversations/<conversation_id:path>/tracker GET retrieve_tracker
/status GET status
/model/predict POST tracker_predict
/model/train POST train
/conversations/<conversation_id:path>/trigger_intent POST trigger_intent
/webhooks/twilio GET twilio_webhook.health
/webhooks/twilio/webhook POST twilio_webhook.message
/model DELETE unload_model
/version GET version
2022-11-03 09:00:46 INFO root - Starting Rasa server on http://0.0.0.0:5005
2022-11-03 09:00:46 DEBUG rasa.core.utils - Using the default number of Sanic workers (1).
C:\Users\SSS_DID\anaconda3\envs\chatbot\lib\site-packages\rasa\shared\core\slot_mappings.py:221: UserWarning: Slot auto-fill has been removed in 3.0 and replaced w
ith a new explicit mechanism to set slots. Please refer to https://rasa.com/docs/rasa/domain#slots to learn more.
rasa.shared.utils.io.raise_warning(
2022-11-03 09:00:48 DEBUG urllib3.connectionpool - Starting new HTTPS connection (1): api.segment.io:443
2022-11-03 09:00:49 DEBUG urllib3.connectionpool - https://api.segment.io:443 "POST /v1/track HTTP/1.1" 200 21
2022-11-03 09:00:49 DEBUG rasa.core.tracker_store - Connected to InMemoryTrackerStore.
2022-11-03 09:00:49 DEBUG rasa.core.lock_store - Connected to lock store 'InMemoryLockStore'.
2022-11-03 09:00:49 DEBUG rasa.core.nlg.generator - Instantiated NLG to 'TemplatedNaturalLanguageGenerator'.
2022-11-03 09:00:49 INFO rasa.core.processor - Loading model models\20221102-233516-simple-forest.tar.gz...
2022-11-03 09:00:51 DEBUG rasa.engine.storage.local_model_storage - Extracted model to 'C:\Users\SSS_DID\AppData\Local\Temp\tmp4id2wea3'.
2022-11-03 09:00:51 DEBUG rasa.engine.graph - Node 'nlu_message_converter' loading 'NLUMessageConverter.load' and kwargs: '{}'.
2022-11-03 09:00:51 DEBUG rasa.engine.graph - Node 'run_WhitespaceTokenizer0' loading 'WhitespaceTokenizer.load' and kwargs: '{}'.
2022-11-03 09:00:51 DEBUG rasa.engine.graph - Node 'run_RegexFeaturizer1' loading 'RegexFeaturizer.load' and kwargs: '{}'.
2022-11-03 09:00:51 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_RegexFeaturizer1' was requested for reading.
2022-11-03 09:00:51 DEBUG rasa.engine.graph - Node 'run_LexicalSyntacticFeaturizer2' loading 'LexicalSyntacticFeaturizer.load' and kwargs: '{}'.
2022-11-03 09:00:51 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_LexicalSyntacticFeaturizer2' was requested for reading.
2022-11-03 09:00:51 DEBUG rasa.engine.graph - Node 'run_CountVectorsFeaturizer3' loading 'CountVectorsFeaturizer.load' and kwargs: '{}'.
2022-11-03 09:00:51 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_CountVectorsFeaturizer3' was requested for reading.
2022-11-03 09:00:51 DEBUG rasa.engine.graph - Node 'run_CountVectorsFeaturizer4' loading 'CountVectorsFeaturizer.load' and kwargs: '{}'.
2022-11-03 09:00:51 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_CountVectorsFeaturizer4' was requested for reading.
2022-11-03 09:00:51 DEBUG rasa.engine.graph - Node 'run_DIETClassifier5' loading 'DIETClassifier.load' and kwargs: '{}'.
2022-11-03 09:00:51 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_DIETClassifier5' was requested for reading.
2022-11-03 09:00:51 DEBUG rasa.utils.tensorflow.models - Loading the model from C:\Users\SSS_DID\AppData\Local\Temp\tmpduqvq06o\train_DIETClassifier5\DIETClass
ifier.tf_model with finetune_mode=False...
2022-11-03 09:00:51 DEBUG rasa.nlu.classifiers.diet_classifier - Following metrics will be logged during training:
2022-11-03 09:00:51 DEBUG rasa.nlu.classifiers.diet_classifier - t_loss (total loss)
2022-11-03 09:00:51 DEBUG rasa.nlu.classifiers.diet_classifier - i_acc (intent acc)
2022-11-03 09:00:51 DEBUG rasa.nlu.classifiers.diet_classifier - i_loss (intent loss)
2022-11-03 09:00:51 DEBUG rasa.nlu.classifiers.diet_classifier - e_f1 (entity f1)
2022-11-03 09:00:51 DEBUG rasa.nlu.classifiers.diet_classifier - e_loss (entity loss)
C:\Users\SSS_DID\anaconda3\envs\chatbot\lib\site-packages\tensorflow\python\framework\indexed_slices.py:444: UserWarning: Converting sparse IndexedSlices(IndexedSl
ices(indices=Tensor("gradients/cond_grad/gradients/cond/GatherV2_grad/Reshape_1:0", shape=(None,), dtype=int32), values=Tensor("gradients/cond_grad/gradients/cond/
GatherV2_grad/Reshape:0", shape=(None,), dtype=float32), dense_shape=Tensor("gradients/cond_grad/gradients/cond/GatherV2_grad/Cast:0", shape=(1,), dtype=int32))) t
o a dense Tensor of unknown shape. This may consume a large amount of memory.
warnings.warn(
2022-11-03 09:01:58 DEBUG rasa.utils.tensorflow.models - Finished loading the model.
2022-11-03 09:01:58 DEBUG rasa.engine.graph - Node 'run_EntitySynonymMapper6' loading 'EntitySynonymMapper.load' and kwargs: '{}'.
2022-11-03 09:01:58 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_EntitySynonymMapper6' was requested for reading.
2022-11-03 09:01:58 DEBUG rasa.nlu.extractors.entity_synonyms - Failed to load ABCMeta from model storage. Resource 'train_EntitySynonymMapper6' doesn't exist.
2022-11-03 09:01:58 DEBUG rasa.engine.graph - Node 'run_ResponseSelector7' loading 'ResponseSelector.load' and kwargs: '{}'.
2022-11-03 09:01:58 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_ResponseSelector7' was requested for reading.
2022-11-03 09:01:58 DEBUG rasa.nlu.classifiers.diet_classifier - Failed to load ABCMeta from model storage. Resource 'train_ResponseSelector7' doesn't exist.
2022-11-03 09:01:58 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_ResponseSelector7' was requested for reading.
2022-11-03 09:01:58 DEBUG rasa.nlu.selectors.response_selector - Failed to load ResponseSelector from model storage. Resource 'train_ResponseSelector7' doesn't
exist.
2022-11-03 09:01:58 DEBUG rasa.engine.graph - Node 'run_FallbackClassifier8' loading 'FallbackClassifier.load' and kwargs: '{}'.
2022-11-03 09:01:58 DEBUG rasa.engine.graph - Node 'run_RegexMessageHandler' loading 'RegexMessageHandler.load' and kwargs: '{}'.
2022-11-03 09:01:58 DEBUG rasa.engine.graph - Node 'domain_provider' loading 'DomainProvider.load' and kwargs: '{}'.
2022-11-03 09:01:58 DEBUG rasa.engine.storage.local_model_storage - Resource 'domain_provider' was requested for reading.
2022-11-03 09:01:58 DEBUG rasa.engine.graph - Node 'run_MemoizationPolicy0' loading 'MemoizationPolicy.load' and kwargs: '{}'.
2022-11-03 09:01:58 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_MemoizationPolicy0' was requested for reading.
2022-11-03 09:01:59 DEBUG rasa.engine.graph - Node 'run_RulePolicy1' loading 'RulePolicy.load' and kwargs: '{}'.
2022-11-03 09:01:59 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_RulePolicy1' was requested for reading.
2022-11-03 09:01:59 DEBUG rasa.engine.graph - Node 'run_UnexpecTEDIntentPolicy2' loading 'UnexpecTEDIntentPolicy.load' and kwargs: '{}'.
2022-11-03 09:01:59 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_UnexpecTEDIntentPolicy2' was requested for reading.
2022-11-03 09:01:59 DEBUG rasa.utils.tensorflow.models - Loading the model from C:\Users\SSS_DID\AppData\Local\Temp\tmpduqvq06o\train_UnexpecTEDIntentPolicy2\u
nexpected_intent_policy.tf_model with finetune_mode=False...
C:\Users\SSS_DID\anaconda3\envs\chatbot\lib\site-packages\tensorflow\python\framework\indexed_slices.py:444: UserWarning: Converting sparse IndexedSlices(IndexedSl
ices(indices=Tensor("gradients/cond_grad/Identity_1:0", shape=(None,), dtype=int64), values=Tensor("gradients/cond_grad/Identity:0", shape=(None,), dtype=float32),
dense_shape=Tensor("gradients/cond_grad/Identity_2:0", shape=(1,), dtype=int32))) to a dense Tensor of unknown shape. This may consume a large amount of memory.
warnings.warn(
C:\Users\SSS_DID\anaconda3\envs\chatbot\lib\site-packages\tensorflow\python\framework\indexed_slices.py:444: UserWarning: Converting sparse IndexedSlices(IndexedSl
ices(indices=Tensor("gradients/cond_1_grad/Identity_1:0", shape=(None,), dtype=int64), values=Tensor("gradients/cond_1_grad/Identity:0", shape=(None,), dtype=float
32), dense_shape=Tensor("gradients/cond_1_grad/Identity_2:0", shape=(1,), dtype=int32))) to a dense Tensor of unknown shape. This may consume a large amount of mem
ory.
warnings.warn(
C:\Users\SSS_DID\anaconda3\envs\chatbot\lib\site-packages\tensorflow\python\framework\indexed_slices.py:444: UserWarning: Converting sparse IndexedSlices(IndexedSl
ices(indices=Tensor("gradients/cond_2_grad/Identity_1:0", shape=(None,), dtype=int64), values=Tensor("gradients/cond_2_grad/Identity:0", shape=(None,), dtype=float
32), dense_shape=Tensor("gradients/cond_2_grad/Identity_2:0", shape=(1,), dtype=int32))) to a dense Tensor of unknown shape. This may consume a large amount of mem
ory.
warnings.warn(
C:\Users\SSS_DID\anaconda3\envs\chatbot\lib\site-packages\tensorflow\python\framework\indexed_slices.py:444: UserWarning: Converting sparse IndexedSlices(IndexedSl
ices(indices=Tensor("gradients/cond_3_grad/Identity_1:0", shape=(None,), dtype=int64), values=Tensor("gradients/cond_3_grad/Identity:0", shape=(None,), dtype=float
32), dense_shape=Tensor("gradients/cond_3_grad/Identity_2:0", shape=(1,), dtype=int32))) to a dense Tensor of unknown shape. This may consume a large amount of mem
ory.
warnings.warn(
2022-11-03 09:02:21 DEBUG rasa.utils.tensorflow.models - Finished loading the model.
2022-11-03 09:02:21 WARNING rasa.shared.utils.common - The UnexpecTED Intent Policy is currently experimental and might change or be removed in the future 🔬 Ple
ase share your feedback on it in the forum (http://forum.rasa.com) to help us make this feature ready for production.
2022-11-03 09:02:21 DEBUG rasa.engine.graph - Node 'run_TEDPolicy3' loading 'TEDPolicy.load' and kwargs: '{}'.
2022-11-03 09:02:21 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_TEDPolicy3' was requested for reading.
2022-11-03 09:02:21 DEBUG rasa.utils.tensorflow.models - Loading the model from C:\Users\SSS_DID\AppData\Local\Temp\tmpduqvq06o\train_TEDPolicy3\ted_policy.tf_
model with finetune_mode=False...
2022-11-03 09:02:42 DEBUG rasa.utils.tensorflow.models - Finished loading the model.
2022-11-03 09:02:42 DEBUG rasa.engine.graph - Node 'rule_only_data_provider' loading 'RuleOnlyDataProvider.load' and kwargs: '{}'.
2022-11-03 09:02:42 DEBUG rasa.engine.storage.local_model_storage - Resource 'train_RulePolicy1' was requested for reading.
2022-11-03 09:02:42 DEBUG rasa.engine.graph - Node 'select_prediction' loading 'DefaultPolicyPredictionEnsemble.load' and kwargs: '{}'.
2022-11-03 09:02:42 INFO root - Rasa server is up and running.
2022-11-03 09:02:42 INFO root - Enabling coroutine debugging. Loop id 1993989830976.
However, things work perfectly with rasa interactive mode. What is wrong with RASA Open source:
RASA Open Source and RASA SDK version: 3.3.0
python 3.9
Operating System: Windows 10