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View Code? Open in Web Editor NEWPython library for Dialogflow
License: Apache License 2.0
Python library for Dialogflow
License: Apache License 2.0
This the error that i have:
Traceback (most recent call last):
File "/home/osmc/alfred/robot/stt/api.py", line 50, in callback
request.send(data)
File "/usr/local/lib/python2.7/dist-packages/apiai/requests/query/voice.py", line 56, in send
super(VoiceRequest, self).send(b(newChunk))
File "/usr/local/lib/python2.7/dist-packages/apiai/requests/request.py", line 112, in send
self._connect()
File "/usr/local/lib/python2.7/dist-packages/apiai/requests/request.py", line 78, in _connect
self._connection.connect()
File "/usr/lib/python2.7/httplib.py", line 1212, in connect
server_hostname=server_hostname)
File "/usr/lib/python2.7/ssl.py", line 350, in wrap_socket
_context=self)
File "/usr/lib/python2.7/ssl.py", line 566, in init
self.do_handshake()
File "/usr/lib/python2.7/ssl.py", line 788, in do_handshake
self._sslobj.do_handshake()
ssl.SSLError: [SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed (_ssl.c:581)
Pip list :
apiai (1.0.2)
requests (2.4.3)
urllib3 (1.9.1)
Thanking in advance for any help
Shall I open a PR?
Hello,
i use the example script to send a text request. However, i have a Api.ai Intent that includes a required value, so after the first request i got a question back from Api.ai to specify the value for that intent.
To answer the question, i have to make a new request by using the session_id of the first request. Otherwise the context is reseted: https://docs.api.ai/docs/query
On each request, the example script generates a new session_id.
I tried to specify the session_id on my own, such as:
ai = apiai.ApiAI(CLIENT_ACCESS_TOKEN, SUBSCRIPTION_KEY)
request = ai.text_request()
request.lang = lang
request.session_id = "c8819d00-9145-48af-8171-b0489448cded"
request.query = inputtext
response = request.getresponse()
api_resp = response.read()
But the additional parameter session_id
is not used. I think the code in https://github.com/api-ai/api-ai-python/blob/master/apiai/apiai.py#L95 has to be modified.
Can somebody help me?
Thanks!
I am getting the following error while trying to run the example for text input
Traceback (most recent call last):
File "/home/vpr/mysite/flask_app.py", line 2, in
import apiai
ImportError: No module named 'apiai'
I think there is a mistake in the module, could it be checked?
is there a way to set a timeout for the request?
I'm using the API from china where google services are intermittently blocked...
I couldn't see anything obvious here:
https://github.com/api-ai/apiai-python-client/blob/master/apiai/requests/request.py
I am getting the following error while trying to run the example for text input
File "/Library/Python/2.7/site-packages/apiai/init.py", line 36, in
from .requests.query import Entry
ImportError: No module named requests.query
I think there is a mistake in the module, could it be checked?
Hello,
I am trying to access set some User Entities for my session using the python-client. Then use ai.api insert the Value of the User Entity in the text response.
I have successfully ran the user entity sample code send_user_entities_example.py
.
However I am unsure of how to simply access the submitted entity value from api.ai to insert it into my text response.
All documentation I have found regarding the use of ai.api UserEntites has been quite vague. Code comments refer to https://api.ai/docs/reference/agent/userentities which states:
A good scenario could be when you have a playlist entity that has generic playlist. As playlists are user-specific, playlist entity could be defined in a request or for a given session.
This is the only source of information I could find online about UserEntites, it does not explain how to access user entity values from the api.ai platform agent.
Further instruction/documentation about "how to access the user entity values submitted by send_user_entities_example.py
on the api.ai platform agent" would be greatly appreciated.
Please import sys in the example.
the examples use next to a key also a session_id. they don't show how to retrieve it but apparently there is a session id when apiai is initialized.
anyway with i use the session id that returned by initialising the module but just get an "code":401,"errorType":"unauthorized
{"status":{"code":401,"errorType":"unauthorized","errorDetails":"You are not authorized for this operation. Invalid access token: \u003capiai.apiai.ApiAI object at 0x10067df90\u003e"}}
I ran into this error when I tried to pip install the package using the command in the README.md
(this one: pip install https://github.com/api-ai/api-ai-python.git, I actually had to prepend git+ to the URL so maybe that should be added to the README as well).
Here's the exact error that I got:
$ pip install git+https://github.com/api-ai/api-ai-python.git
Collecting git+https://github.com/api-ai/api-ai-python.git
Cloning https://github.com/api-ai/api-ai-python.git to /private/var/folders/8x/xnhc28b96zz1_k8_sdfdkjzr0000gn/T/pip-EW675N-build
Complete output from command python setup.py egg_info:
Traceback (most recent call last):
File "<string>", line 1, in <module>
File "/private/var/folders/8x/xnhc28b96zz1_k8_sdfdkjzr0000gn/T/pip-EW675N-build/setup.py", line 51, in <module>
with open('README.rst', 'r') as f:
IOError: [Errno 2] No such file or directory: 'README.rst'
I went ahead and cloned the repository and changed README.rst to README.md and ran python setup.py
and the package installed properly.
As far as I can tell, this should be a really easy fix -- just switch out README.rst with READM.md. Please let me know if I'm missing anything though and if this isn't actually and issue with the package but an issue on my side.
I'm trying to convert a google.cloud.dialogflow_v2.types.QueryResult object to a simple python dictionary. I've got a fairly large custom payload coming through the webhook_payload
attribute. Needless to say, when I simply call dict()
on this object, I'm getting a lot of nested objects. I'm trying to avoid 1) writing a function to extract all the data from these nested objects, and 2) using the REST API.
Thanks for any help in advance.
response = session_client.detect_intent(session=session, query_input=query_input)
type(response.query_result.webhook_payload)
# google.cloud.dialogflow_v2.types.Struct
dict(response.query_result.webhook_payload)
# {u'hangouts': fields {
# key: "cards"
# value {
# list_value {
# values {
# struct_value {
# fields {
# key: "header"
# value {
# struct_value {
# fields {
# key: "imageStyle"
# value {
# string_value: "IMAGE"
In the python text examples
request = ai.text_request()
request.lang = 'de' # optional, default value equal 'en'
request.session_id = "<SESSION ID, UNIQUE FOR EACH USER>"
request.query = "Hello"
response = request.getresponse()
Is there any way to omit ssl verification for the text_request() and getresponse() methods.
As, I am using HTTPS, in the server side all the requests require ssl verification.
I need something like the request
requests.get('https://kennethreitz.com', verify=False)
So, text request and response going through api.ai will not check for any ssl certificate.
While looking through the examples I noticed that both the send_file_example and the send_text_example contain an access token, instead of the 'YOUR_ACCESS_TOKEN' string. Is this intended or a mistake?
could an example that shows how to use webhook for slot-filling be added?
The required format of the response expected from the webhook called for slot-filling is not clearly stated in the documentation as found here: https://docs.api.ai/docs/webhook#webhook-for-slot-filling
I have installed apiai by :
$ apt-get install python-pyaudio python-numpy
$ pip install apiai
When I run "send_text_example.py", I get the following error :
ai = apiai.ApiAI(CLIENT_ACCESS_TOKEN)
AttributeError: 'module' object has no attribute 'ApiAI'
If I clone the repo to my local, I can run it successfully.
Hello,
Could you please help me understand, how I can create a new agent object though this lib and if it's even possible?
Thanks!
Regards,
Andrew.
You've done a great work.That's awesome, but can you make documentation more informative. Consider following:
1.)List of methods available
2.)Intuitive
As the old voice_request is marked deprecated, I'm using a text_request to send audio data as instructed here, using a wav file (Unsigned 8 bit, or Signed 16 bit Little Endian, Rate 16000 Hz). However, this gives me the following result:
{
"error": {
"code": "002",
"errorId": "ab6473fe-a57a-49ed-8a08-21a58570be78",
"message": "json request parse error"
}
}
What am I doing wrong?
the README says docs are on api.ai but the link there just comes back to this page.
feedback loop!
Seems I cannot attach a new context.
apiai_req = ai.text_request()
apiai_req.lang = 'en'
print("attaching context " + str(session['contexts']))
apiai_req.contexts = session['contexts']
apiai_req.query = from_human_message
bot_response = json.loads(apiai_req.getresponse().read().decode('utf-8'))
apiai_req.contexts = session['contexts'] <<< this line is the problem. it cannot modify the context.
there's a method for reseting contexts, but what shoudl I do if I want to modify the contexts ?
I am beginner to dialogflow and try to create an intent but having some issue.can anyone please tell me how to solve the following error.
Traceback (most recent call last):
File "C:\Users\Aakash\AppData\Local\Programs\Python\Python36\lib\site-packages\google\api_core\grpc_helpers.py", line 54, in error_remapped_callable
return callable_(*args, **kwargs)
File "C:\Users\Aakash\AppData\Local\Programs\Python\Python36\lib\site-packages\grpc\_channel.py", line 500, in __call__
return _end_unary_response_blocking(state, call, False, None)
File "C:\Users\Aakash\AppData\Local\Programs\Python\Python36\lib\site-packages\grpc\_channel.py", line 434, in _end_unary_response_blocking
raise _Rendezvous(state, None, None, deadline)
grpc._channel._Rendezvous: <_Rendezvous of RPC that terminated with (StatusCode.INVALID_ARGUMENT, Context ID must not be empty.)>
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "C:\Users\Aakash\AppData\Local\Programs\Python\Python36\lib\site-packages\django-2.0.5-py3.6.egg\django\core\handlers\exception.py", line 35, in inner
response = get_response(request)
File "C:\Users\Aakash\AppData\Local\Programs\Python\Python36\lib\site-packages\django-2.0.5-py3.6.egg\django\core\handlers\base.py", line 128, in _get_response
response = self.process_exception_by_middleware(e, request)
File "C:\Users\Aakash\AppData\Local\Programs\Python\Python36\lib\site-packages\django-2.0.5-py3.6.egg\django\core\handlers\base.py", line 126, in _get_response
response = wrapped_callback(request, *callback_args, **callback_kwargs)
File "C:\Users\Aakash\AppData\Local\Programs\Python\Python36\lib\site-packages\django-2.0.5-py3.6.egg\django\views\decorators\csrf.py", line 54, in wrapped_view
return view_func(*args, **kwargs)
File "C:\Users\Aakash\AppData\Local\Programs\Python\Python36\lib\site-packages\django-2.0.5-py3.6.egg\django\views\generic\base.py", line 69, in view
return self.dispatch(request, *args, **kwargs)
File "C:\Users\Aakash\AppData\Local\Programs\Python\Python36\lib\site-packages\rest_framework\views.py", line 483, in dispatch
response = self.handle_exception(exc)
File "C:\Users\Aakash\AppData\Local\Programs\Python\Python36\lib\site-packages\rest_framework\views.py", line 443, in handle_exception
self.raise_uncaught_exception(exc)
File "C:\Users\Aakash\AppData\Local\Programs\Python\Python36\lib\site-packages\rest_framework\views.py", line 480, in dispatch
response = handler(request, *args, **kwargs)
File "C:\Users\Aakash\AppData\Local\Programs\Python\Python36\lib\site-packages\rest_framework\decorators.py", line 53, in handler
return func(*args, **kwargs)
File "C:\Users\Aakash\Documents\projects\umwelt-project\umwelt-api\api\admin_api\admin_views.py", line 127, in intervention
message_texts,second_response,input_context,output_context,followup_parent_intent,payload)
File "C:\Users\Aakash\Documents\projects\umwelt-project\umwelt-api\api\admin_api\intent_management.py", line 159, in create_intent
response = intents_client.create_intent(parent, intent)
File "C:\Users\Aakash\AppData\Local\Programs\Python\Python36\lib\site-packages\dialogflow_v2\gapic\intents_client.py", line 408, in create_intent
request, retry=retry, timeout=timeout, metadata=metadata)
File "C:\Users\Aakash\AppData\Local\Programs\Python\Python36\lib\site-packages\google\api_core\gapic_v1\method.py", line 139, in __call__
return wrapped_func(*args, **kwargs)
File "C:\Users\Aakash\AppData\Local\Programs\Python\Python36\lib\site-packages\google\api_core\retry.py", line 260, in retry_wrapped_func
on_error=on_error,
File "C:\Users\Aakash\AppData\Local\Programs\Python\Python36\lib\site-packages\google\api_core\retry.py", line 177, in retry_target
return target()
File "C:\Users\Aakash\AppData\Local\Programs\Python\Python36\lib\site-packages\google\api_core\timeout.py", line 206, in func_with_timeout
return func(*args, **kwargs)
File "C:\Users\Aakash\AppData\Local\Programs\Python\Python36\lib\site-packages\google\api_core\grpc_helpers.py", line 56, in error_remapped_callable
six.raise_from(exceptions.from_grpc_error(exc), exc)
File "<string>", line 3, in raise_from
google.api_core.exceptions.InvalidArgument: 400 Context ID must not be empty
Thanks
Messages from Heroku
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remote: ! Unfortunately, at this time, we do not directly support this library.
remote: ! There is, however, a buildpack available that makes it possible to use it on Heroku.
remote: ! You can learn more here: https://devcenter.heroku.com/articles/python-c-deps
remote: ! Sorry for the inconvenience. -- Much Love, Heroku.
remote: ! Push rejected, failed to compile Python app.
remote: config = setup_module.configuration(*args)
remote: File "scipy/setup.py", line 12, in configuration
remote: config.add_subpackage('integrate')
remote: File "/app/.heroku/python/lib/python3.6/site-packages/numpy/distutils/misc_util.py", line 966, in add_subpackage
remote: caller_level = 2)
remote: File "/app/.heroku/python/lib/python3.6/site-packages/numpy/distutils/misc_util.py", line 935, in get_subpackage
remote: caller_level = caller_level + 1)
remote: File "/app/.heroku/python/lib/python3.6/site-packages/numpy/distutils/misc_util.py", line 872, in _get_configuration_from_setup_py
remote: config = setup_module.configuration(*args)
remote: File "scipy/integrate/setup.py", line 12, in configuration
remote: blas_opt = get_info('blas_opt',notfound_action=2)
remote: File "/app/.heroku/python/lib/python3.6/site-packages/numpy/distutils/system_info.py", line 350, in get_info
remote: return cl().get_info(notfound_action)
remote: File "/app/.heroku/python/lib/python3.6/site-packages/numpy/distutils/system_info.py", line 509, in get_info
remote: raise self.notfounderror(self.notfounderror.doc)
remote: numpy.distutils.system_info.BlasNotFoundError:
remote: Blas (http://www.netlib.org/blas/) libraries not found.
remote: Directories to search for the libraries can be specified in the
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remote:
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If I change to python3 syntax input()
,
I get this error:
TypeError: the JSON object must be str, not 'bytes'
I've had a look at the Python client, and I can't find a way of creating or updating entities. There's only code for user entities. Does the client support this, and is there an example that we can look at?
Thanks
{ "id": "be29b06a-84dc-4e86-99dc-20a0ad49a2e9", "timestamp": "2016-04-21T01:10:16.984Z", "result": { "source": "agent", "resolvedQuery": "hello", "contexts": [], "metadata": {}, "fulfillment": { "speech": "" }, "score": 0 }, "status": { "code": 200, "errorType": "success" } }
subj
The speech recognition seems to have been deprecated, hence it should also be marked so in the README.md file to avoid confusion.
In some cases there might be https_proxy env variable set, but empty and in this case the following error appears:
Traceback (most recent call last):
...........
File "/usr/local/lib/python2.7/site-packages/apiai/apiai.py", line 101, in text_request
self.session_id)
File "/usr/local/lib/python2.7/site-packages/apiai/requests/query/text.py", line 31, in __init__
session_id)
File "/usr/local/lib/python2.7/site-packages/apiai/requests/query/query.py", line 179, in __init__
{'v': version}
File "/usr/local/lib/python2.7/site-packages/apiai/requests/request.py", line 46, in __init__
self._prepare_proxy()
File "/usr/local/lib/python2.7/site-packages/apiai/requests/request.py", line 66, in _prepare_proxy
(self.proxy_host, self.proxy_port) = https_proxy.split(":")
ValueError: need more than 1 value to unpack
Hi there,
There is a weird response behavior that i could't understand, when i try to send a query that matches one of my custom intents, i get the following error
<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd">
<HTML><HEAD><META HTTP-EQUIV="Content-Type" CONTENT="text/html; charset=iso-8859-1">
<TITLE>ERROR: The request could not be satisfied</TITLE>
</HEAD><BODY>
<H1>ERROR</H1>
<H2>The request could not be satisfied.</H2>
<HR noshade size="1px">
CloudFront attempted to establish a connection with the origin, but either the attempt failed or the origin closed the connection.
<BR clear="all">
<HR noshade size="1px">
<PRE>
Generated by cloudfront (CloudFront)
Request ID: YeniHRaduRn5dVzhK3L0cLTc2tMeqLaoPNhby3N9Zk6j-PQkOF8lPg==
</PRE>
<ADDRESS>
</ADDRESS>
</BODY></HTML>
<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd">
<HTML><HEAD><META HTTP-EQUIV="Content-Type" CONTENT="text/html; charset=iso-8859-1">
<TITLE>ERROR: The request could not be satisfied</TITLE>
</HEAD><BODY>
<H1>ERROR</H1>
<H2>The request could not be satisfied.</H2>
<HR noshade size="1px">
CloudFront attempted to establish a connection with the origin, but either the attempt failed or the origin closed the connection.
<BR clear="all">
<HR noshade size="1px">
<PRE>
Generated by cloudfront (CloudFront)
Request ID: JAJeScxuDj-X97YHn_piTfMWNak8XxVvI7EScppuwUgJO4IkwwMo8Q==
</PRE>
<ADDRESS>
</ADDRESS>
</BODY></HTML>
Note that:
Any ideas ?
I would like to take a stab at replacing the numpy
references in code with the corresponding pure python equivalent so that the code is pure python and has a smaller installation footprint. Would this be something of interest?
I have been trying to load a json file containing question and answers into intent using python code .can any one help me in finding or having some code where i can directly execute the python code and the json file is loaded into intents creating question and answers automatically.
This is my code:
import sys
from VAD import VAD
vad = VAD()
f = open('worker_2.pcm')
fr = f.read()
result = vad.processFrame(fr)
print(result)
invoke like this?
But it met error.
frame = np.array(frame_input).astype(np.float32) ValueError: could not convert string to float:
Can you give a demo show how to use?
thanks!
When I use the json.loads(request.getresponse().read()) function an error pops up " TypeError: the JSON object must be str, not 'bytes' ".
The response.read() function works well and I get a JSON object printed out with the correct intent and action however json.loads isnt working.
I am using this as a part of a Django application.
Is there any other way to access the attributes of the response?
Thanks ,
Gautam.
Code snippet:
ai = apiai.ApiAI(client_base)
request = ai.text_request()
request.session_id = "xxx...xxxx"
request.query = msg
response = json.loads(request.getresponse().read())
#print("now printing response")
result = response['result']
action = result.get('action')
print(action)
Browser Error Snippet:
TypeError at /Main/
the JSON object must be str, not 'bytes'
Request Method: GET
Request URL: http://127.0.0.1:8000/Main/
Django Version: 1.10.1
Exception Type: TypeError
Exception Value:
the JSON object must be str, not 'bytes'
Python 3.5
if you don't use:
this you'll get:
File "/usr/lib/python3.5/http/client.py", line 1187, in getresponse
raise ResponseNotReady(self.__state)
http.client.ResponseNotReady: Idle
so it might be a good idea to update the sample code for the people not to dig into stackoverflow...etc.
Hi there,
There is a weird response behavior that i could't understand, when i try to send a client access token that does not matches with any of my custom intents, i get the following error
import os.path
import sys
try:
import apiai
except ImportError:
sys.path.append(os.path.join(os.path.dirname(os.path.realpath(file)), os.pardir))
import apiai
CLIENT_ACCESS_TOKEN = 'EAACbVYVA6zcBALOf6UlyEuS8vVTZCPVxHHbBZCZCkVkZA26OZAJMgWERZBF8ldKpRFVTD9A0LnP6zDNRVPlgWJetCkldZAYEJTqpZCP8iVPCMPXBbGsFZBtZBZCUaaMhKAS8FQtZBUnwc5sCq8ZAKn55gfbjTAUF9Bj3kzfirMNeq3g3wAAz5feWL1nAE'
def main():
ai = apiai.ApiAI(CLIENT_ACCESS_TOKEN)
request = ai.text_request()
request.lang = 'de' # optional, default value equal 'en'
request.session_id = "170791610149687"
request.query = "Hello"
response = request.getresponse()
print(response.read())
if name == 'main':
main()
the error is as follows
As api.ai is now dialogflow, I would like to change all references of api.ai to dialogflow in the code and make a major release since this would break the existing implementations. Let me know if I can start working on this.
*Hi, I have a problem, I can not find a solution,
Can you help me?
When I run the example file:
Say! Press enter for stop audio recording.
Traceback (most recent call last):
File "C:\Users\HP\workspace\audior\audior\raudio.py", line 48, in callback
request.send(data)
File "C:\Users\HP\Anaconda2\lib\site-packages\apiai\requests\query\voice.py", line 56, in send
super(VoiceRequest, self).send(b(newChunk))
File "C:\Users\HP\Anaconda2\lib\site-packages\apiai\requests\request.py", line 112, in send
self.connect()
File "C:\Users\HP\Anaconda2\lib\site-packages\apiai\requests\request.py", line 103, in connect
begin = self._prepage_begin_request_data()
File "C:\Users\HP\Anaconda2\lib\site-packages\apiai\requests\query\voice.py", line 80, in _prepage_begin_request_data
'entities': self._prepare_entities()
File "C:\Users\HP\Anaconda2\lib\json__init.py", line 244, in dumps
return _default_encoder.encode(obj)
File "C:\Users\HP\Anaconda2\lib\json\encoder.py", line 207, in encode
chunks = self.iterencode(o, _one_shot=True)
File "C:\Users\HP\Anaconda2\lib\json\encoder.py", line 270, in iterencode
return _iterencode(o, 0)
UnicodeDecodeError: 'utf8' codec can't decode byte 0xed in position 13: invalid continuation byte
Traceback (most recent call last):
File "C:\Users\HP\workspace\audior\audior\raudio.py", line 91, in
main()
File "C:\Users\HP\workspace\audior\audior\raudio.py", line 83, in main
p.terminate()
File "C:\Users\HP\Anaconda2\lib\site-packages\pyaudio.py", line 688, in terminate
for stream in self._streams.copy():
TypeError: function takes exactly 5 arguments (0 given)**
How can i add a source from the request like facebook,for example when someone write a message from facebook messeger the webhook recieves a parameter called originalRequest{ source: "facebook", data: {objects} }, how can i added, i need it for handle a specific client
Getting the following error when connecting to API AI via proxy.
socket.error: Tunnel connection failed: 407 AuthorizedOnly
When I looked into request.py I could see HTTPConnection
being used which only considers proxy server and port and not the username and password.
Do you plan to support requests
module or another fix so that username and password can also be passed to authenticate against proxies.
Ideally should take username/password from environment with the pattern:
https://<username>:<password>@<proxy_server>:<port>
File "tt.py", line 40, in main
apiai.UserEntityEntry('Firefox', ['Firefox']),
AttributeError: 'module' object has no attribute 'UserEntityEntry'
In the example
def main():
ai = apiai.ApiAI(CLIENT_ACCESS_TOKEN,'')
# some unuque session id for user identification
session_id = uuid.uuid4().hex
entries = [
apiai.UserEntityEntry('Firefox', ['Firefox']),
apiai.UserEntityEntry('XCode', ['XCode']),
apiai.UserEntityEntry('Sublime Text', ['Sublime Text'])
]
I saw examples here, But could not find how to create an agent, how to train it with my own data through program.
Please help.
As the voice request is deprecated, how should we send voice from now on?
Happens direct when i try to add the Token
Traceback (most recent call last):
File "send_user.py", line 66, in
main()
File "send_user.py", line 34, in main
ai = apiai.ApiAI(CLIENT_ACCESS_TOKEN)
TypeError: init() takes exactly 3 arguments (2 given)
Hi,
The example does not show how to add a parameter to the event request.
It seems that this Python SDK only supports the 'query' and 'userEntity' parts of the API, what about the rest ? Is it possible to add new entities or intents ?
Thanks!
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