Hello all, I’m having a lot of difficulties trying to start rasa and each time it fails at the same step - 2020-09-22 15:29:44 INFO absl - Downloading TF-Hub Module 'http://models.poly-ai.com/convert/v1/model.tar.gz'. Once it attempts this, I get a list of 404s. First of which is below - rasa_1 | 2020-09-22 15:29:45 ERROR rasa.core.agent - Could not load model due to HTTP Error 404: Not Found. rasa_1 | [2020-09-22 15:29:45 +0000] [1] [ERROR] Experienced exception while trying to serve rasa_1 | Traceback (most recent call last): rasa_1 | File "/opt/venv/lib/python3.7/site-packages/rasa/utils/train_utils.py", line 169, in load_tf_hub_model rasa_1 | return tfhub.load(model_url) rasa_1 | File "/opt/venv/lib/python3.7/site-packages/tensorflow_hub/module_v2.py", line 97, in load rasa_1 | module_path = resolve(handle) rasa_1 | File "/opt/venv/lib/python3.7/site-packages/tensorflow_hub/module_v2.py", line 53, in resolve rasa_1 | return registry.resolver(handle) rasa_1 | File "/opt/venv/lib/python3.7/site-packages/tensorflow_hub/registry.py", line 42, in __call__ rasa_1 | return impl(*args, **kwargs) rasa_1 | File "/opt/venv/lib/python3.7/site-packages/tensorflow_hub/compressed_module_resolver.py", line 88, in __call__ rasa_1 | self._lock_file_timeout_sec()) rasa_1 | File "/opt/venv/lib/python3.7/site-packages/tensorflow_hub/resolver.py", line 415, in atomic_download rasa_1 | download_fn(handle, tmp_dir) rasa_1 | File "/opt/venv/lib/python3.7/site-packages/tensorflow_hub/compressed_module_resolver.py", line 83, in download rasa_1 | response = self._call_urlopen(request) rasa_1 | File "/opt/venv/lib/python3.7/site-packages/tensorflow_hub/compressed_module_resolver.py", line 96, in _call_urlopen rasa_1 | return url.urlopen(request) rasa_1 | File "/usr/local/lib/python3.7/urllib/request.py", line 222, in urlopen rasa_1 | return opener.open(url, data, timeout) rasa_1 | File "/usr/local/lib/python3.7/urllib/request.py", line 531, in open rasa_1 | response = meth(req, response) rasa_1 | File "/usr/local/lib/python3.7/urllib/request.py", line 641, in http_response rasa_1 | 'http', request, response, code, msg, hdrs) rasa_1 | File "/usr/local/lib/python3.7/urllib/request.py", line 569, in error rasa_1 | return self._call_chain(*args) rasa_1 | File "/usr/local/lib/python3.7/urllib/request.py", line 503, in _call_chain rasa_1 | result = func(*args) rasa_1 | File "/usr/local/lib/python3.7/urllib/request.py", line 649, in http_error_d…

Unfortunately, the ConveRT model was taken offline. We are working on a long-term solution and will keep you updated. In the mean time we recommend to remove ConverRT from your pipeline and just use supervised embeddings, such as CountVectorsFeaturizer . For example, you could change the default config.yml created by rasa init to the following to train your model. language: en pipeline: - 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 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 https://rasa.com/docs/rasa/policies for more information. # - name: MemoizationPolicy # - name: TEDPolicy # max_history: 5 # epochs: 100 # - name: RulePolicy We are sorry for any inconveniences!

@rishivaca We’ll be tagging another release candidate for 2.0 which should have the fix for this. Thanks for being patient. :slight_smile:

Hi @dakshvar22 . Is Rasa X 0.32.2 is also updated to pull the rasa image of version 1.10.14?

After updating to RASA 1.10.14 entity extraction is not performed well as before in 1.10.2 Do I need to change something? pls help

@dakshvar22 - thanks for your help! I did find another problem, but considering that others haven’t reported it, I suspect it may be local to me. Is anyone else having a key error come up? I’m now using 1.10.14 and this error comes up - rasa_1 | 2020-09-24 11:53:20 INFO absl - Downloaded TF-Hub Module 'https://github.com/PolyAI-LDN/polyai-models/releases/download/v1.0/model.tar.gz'. rasa_1 | 2020-09-24 11:53:21.214864: E tensorflow/stream_executor/cuda/cuda_driver.cc:351] failed call to cuInit: UNKNOWN ERROR (303) rasa_1 | 2020-09-24 11:53:39 DEBUG root - Could not load interpreter from 'models'. rasa_1 | 2020-09-24 11:53:39 DEBUG rasa.core.tracker_store - Connected to InMemoryTrackerStore. rasa_1 | 2020-09-24 11:53:39 DEBUG rasa.core.lock_store - Connected to lock store 'InMemoryLockStore'. rasa_1 | 2020-09-24 11:53:41 DEBUG rasa.model - Extracted model to '/tmp/tmp74wzxiz9'. rasa_1 | 2020-09-24 11:54:00 ERROR rasa.core.agent - Could not load model due to 'token_pattern'. The key error is as shown below - rasa_1 | Traceback (most recent call last): rasa_1 | File "/opt/venv/lib/python3.7/site-packages/sanic/app.py", line 1167, in run rasa_1 | serve(**server_settings) rasa_1 | File "/opt/venv/lib/python3.7/site-packages/sanic/server.py", line 892, in serve rasa_1 | trigger_events(before_start, loop) rasa_1 | File "/opt/venv/lib/python3.7/site-packages/sanic/server.py", line 668, in trigger_events rasa_1 | loop.run_until_complete(result) rasa_1 | File "uvloop/loop.pyx", line 1456, in uvloop.loop.Loop.run_until_complete rasa_1 | File "/opt/venv/lib/python3.7/site-packages/rasa/core/run.py", line 257, in load_agent_on_start rasa_1 | action_endpoint=endpoints.action, rasa_1 | File "/opt/venv/lib/python3.7/site-packages/rasa/core/agent.py", line 306, in load_agent rasa_1 | remote_storage=remote_storage, rasa_1 | File "/opt/venv/lib/python3.7/site-packages/rasa/core/agent.py", line 973, in load_local_model rasa_1 | path_to_model_archive=model_archive, rasa_1 | File "/opt/venv/lib/python3.7/site-packages/rasa/core/agent.py", line 422, in load rasa_1 | interpreter = NaturalLanguageInterpreter.create(nlu_model) rasa_1 | File "/opt/venv/lib/python3.7/site-packages/rasa/core/interpreter.py", line 54, in create rasa_1 | return RasaNLUInterpreter(model_directory=obj) rasa_1 | File "/opt/venv/lib/python3.7/site-packages/rasa/core/interpreter.py", line 274, in __init__ rasa_1 | self._load_interpreter() rasa_1 | File "/opt/venv/lib/python3.7/site-packages/rasa/cor…

@dakshvar22 I am also facing similar issue with rasa/rasa:2.0.0a3-full Image, when I am trying to train my project. Can anyone let me know in which version or docker image it will be fixed. Thank you in advance for your help docker run -v ${pwd}:/app rasa/rasa:2.0.0a3-full train /opt/venv/lib/python3.7/site-packages/tensorflow_addons/utils/ensure_tf_install.py:68: UserWarning: Tensorflow Addons supports using Python ops for all Tensorflow versions above or equal to 2.2.0 and strictly below 2.3.0 (nightly versions are not supported). The versions of TensorFlow you are currently using is 2.3.0 and is not supported. Some things might work, some things might not. If you were to encounter a bug, do not file an issue. If you want to make sure you’re using a tested and supported configuration, either change the TensorFlow version or the TensorFlow Addons’s version. You can find the compatibility matrix in TensorFlow Addon’s readme: [image] GitHub - tensorflow/addons: Useful extra functionality for TensorFlow 2.x... Useful extra functionality for TensorFlow 2.x maintained by SIG-addons - GitHub - tensorflow/addons: Useful extra functionality for TensorFlow 2.x maintained by SIG-addons UserWarning, 2020-09-24 17:59:21 INFO absl - Using /tmp/tfhub_modules to cache modules. 2020-09-24 17:59:21 INFO absl - Downloading TF-Hub Module ‘ http://models.poly-ai.com/convert/v1/model.tar.gz ’. The configuration for pipeline and policies was chosen automatically. It was written into the config file at ‘config.yml’. Training NLU model… Traceback (most recent call last): File “/opt/venv/lib/python3.7/site-packages/rasa/utils/train_utils.py”, line 140, in load_tf_hub_model return tfhub.load(model_url) File “/opt/venv/lib/python3.7/site-packages/tensorflow_hub/module_v2.py”, line 97, in load module_path = resolve(handle) File “/opt/venv/lib/python3.7/site-packages/tensorflow_hub/module_v2.py”, line 53, in resolve return registry.resolver(handle) File “/opt/venv/lib/python3.7/site-packages/tensorflow_hub/registry.py”, line 42, in call return impl(*args, **kwargs) File “/opt/venv/lib/python3.7/site-packages/tensorflow_hub/compressed_module_resolver.py”, line 88, in call self._lock_file_timeout_sec()) File “/opt/venv/lib/python3.7/site-packages/tensorflow_hub/resolver.py”, line 415, in atomic_download download_fn(handle, tmp_dir) File “/opt/venv/lib/python3.7/site-packages/tensorflow_hub/compressed_module_resolver.py”, line 83, in download response = self._call_urlopen(request) File “/opt/venv/lib/python3.7/site-packages/tensorflow_hub/compressed_module_resolver.py”, line 96, in _call_urlopen return url.urlopen(request) File “/usr/local/lib/python3.7/urllib/request.py”, line 222, in urlopen return opener.open(url, data, timeout) File “/usr/local/lib/python3.7/urllib/request.py”, line 531, in open response = meth(req, response) File “/usr/local/lib/python3.7/urllib/request.py”, line 641, in http_response ‘http’, request…

Use the --debug flag when starting the rasa and the rasa action server through Docker.

I followed the docker-compose deployment method. I use the following commands docker-compose up -d docker-compose down Could you help in more detail?

What does your compose file look like?

I misread your first question. This thread isn’t about Rasa X at all, but I believe you should still be able to get detailed logs if you include the --debug flag in your compose. Could you post this question in a new topic so that someone more familiar with Rasa X can help you there?

Is anyone else having problems trying to download the poly-ai model?

Rasa Open Source

Akhil (Akhil) September 25, 2020, 9:27am 18

Hi @ganeshv. How to get these logs in Rasa-X?

Precision and F-score related errors from sklearn during cross-validation

Topic		Replies	Views
TF-Hub 404 not found Rasa Open Source	4	1037	September 29, 2020
Training seems to finish properly, but there is no new model after 2 hours [Deprecated] Rasa X Community Edition	8	798	November 4, 2020
Problem with installation on Mac Getting Started with Rasa	1	120	October 7, 2020
conveRT + HTTP Error 404 Rasa Open Source	4	1011	October 8, 2020
Issues of Rasa Init Rasa Open Source	11	5144	April 12, 2021

Is anyone else having problems trying to download the poly-ai model?

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