All - Activity - bamba518 - Rasa Community Forum

Feedback on ConveRT Model + Rasa NLU

Do you have the training code so that we can make a convoRT for different languages and then use it in Rasa?

Rasa SDK Bottleneck

I thought rasa sdk is run through rasa which is running sanic.

rasa run actions --actions actions.actions &
rasa run --log-file log.out --endpoints endpoints.yml

Should we instead run rasa sdk separately as its own function not using rasa run actions?

I did a lot of testing, and it seems for concurrency on rasa SDK is a bottleneck. If you test action default vs a basic custom action that just prints hello, the custom action can only handle half the concurrent requests as the built-in action. Are there any plans on adding sanic or improving the SDK?

Does Mapping Actions add to tracker and need UserUtteranceReverted() in custom actions

If I create custom actions that are triggered via mapping, do I need to return UserUtteranceReverted() as we do in custom fallbacks? Because in custom fallbacks the event is added to the tracker and the custom fallback action is not in our stories, so we need to revert back one step, is this the same?

Control flow of stories

How do you control flow between forms? I wouldn’t want it to jump around to the wrong form because it detected an intent and thought it was in another story.

Rasa Core is great for stateless conversation or short multi-turn conversations like FAQ, ordering movie tickets, and question and answer. I am building a bot to handle a series of questions from the bot to the user and depending on the user’s responses either continue or go to the next question for...

Question about embedding policy architecture

What are written to the user and system memory in the photos? Are these just the embedding vectors for system actions and user inputs in chronological order per each story? Then the attention mechanism produces another vector to identify which parts to ignore and which parts to pay attention to?

Multithreading

What are the system requirements for the platform system for example to handle 100 concurrent users, 1000 concurrent users?