Binary evaluation multiple intents

Rasa Open Source
7

Ah. Sorry, it seems I also misunderstood you and there’s a feature in Rasa that I wasn’t aware of.

If you have a look at the example on this blogpost.

## intent: meetup
- I am new to the area. What meetups I could join in Berlin? 
- I have just moved to Berlin. Can you suggest any cool meetups for me?

## intent: affirm+ask_transport
- Yes. How do I get there?
- Sounds good. Do you know how I could get there from home?

Then here, yes, you could say that we’re combining intents affirm, ask_transport but the same blogpost also demonstrates that this is classified as a single class. From the same blogpost;

{  
   'intent':{  
      'name':'affirm+ask_transport',
      'confidence':0.918471097946167
   },
   'entities':[  

   ],
   'intent_ranking':[  
      {  
         'name':'affirm+ask_transport',
         'confidence':0.918471097946167
      },
      {  
         'name':'ask_transport',
         'confidence':0.32662829756736755
      },
      {  
         'name':'thanks+goodbye',
         'confidence':0.004435105249285698
      }
...

I wasn’t aware that you were able to construct examples like affirm+ask_transport but the output of DIET remains a classifcation. This does mean that any “combined intent classes” still need to be created as such beforehand and that you’ll still need to write responses for them.