Connecting to Rasa Securely

@amn41 Is there a way to set a rate limit/throttling limit on the number of requests to the server if I use socket io’s built in with rasa core?

Customized UI

Thank you! That seems like it should work. I am trying to connect to the rasa server via socketIO, but how do I avoid just anyone being able to have access to make requests to my custom rasa server?

Trigger Action Based on Entity Values Not Just Intent

I want to trigger two different actions based on the extracted entity. For example, I might want to trigger a pizza_form if the extracted cuisine entity equals italian but a burger form for all other cuisines. I tried this story, but it’s not working. It will always do a pizza form.

How to avoid unauthorised access to socketio channel when using webchat with Rasa X?

@steve Same question! Did you ever find a solution?

Customized UI

I have created/trained my Rasa assistant and am working on creating my own custom UI. Depending on the type of response my bot is sending, I want to change the color of my bot’s response. For example, if my bot’s response is an order confirmation, I want my bot’s utterance to be green in my UI.

Words to Numbers with Roles

@koaning I need to convert words to numbers in my rasa assistant. I have seen forums that recommend the use of Duckling, which would theoretically work great. However, I need to extract entities/roles from these word numbers. For example,

“I would like [2]{“entity”: “number”, “role”: “topping_num”) …

Extracting anything(Words, numbers or special characters) as entity after a word

@erohmensing what about if I want to extract long (possibly even multiple sentences [including punctuation]) from the text after certain words. Would you still recommend using the CRFEntityExtractor/DIETClassifier?

In case you're having trouble installing Rasa on Catalina

@akelad This solution is not working for me.

Unable to install Rasa on a fresh installation of Catalina

I’m running into the same issue with:

ERROR: tensorflow 2.1.1 has requirement gast==0.2.2, but you'll have gast 0.3.3 which is incompatible.

ERROR: tensorflow 2.1.1 has requirement scipy==1.4.1; python_version >= "3", but you'll have scipy 1.5.1 which is incompatible.

even after changing line 48.

Extract Long Multi-word Entities

Hi @koaning, just wanted to follow up.

I want the user to be able to type in their search query without having to be asked.

For example, be able to type in

Text SarahHello there. How are you today?

and extract the entity. If the user typed that in with forms, they would have to retype in what they already typed in.

Rasa Roles and Groups

I am pleased with the feature that enables me to add roles and groups to entities and want to use this feature in production. However, I am concerned given that it says that this feature is:

The Entity Roles and Groups feature is currently experimental and might change or be removed in the future!

Data Privacy Rasa NLU

I had a question regarding the security of Rasa NLU. I want my data to be private, and wanted to ensure that none of my data ever leaves my machine, connects to Rasa’s servers (or any servers other than my own — running locally), and nothing goes to the cloud. I want my data to be private and local.