A Toolkit to work with components in rasa

Installation (We recommend using a virtualenv):

pip install coco-rasa

Setup:

Setting up CoCo actions

in actions.py

from coco_rasa import GenericCoCoAction

class OneLiners(GenericCoCoAction):
    # component name is the component_id from CoCo marketplace
    component_name = "generic_oneliners_vp3"

class Namer(GenericCoCoAction):
    component_name = "namer_vp3"

in domain.yml

actions:
    - generic_oneliners_vp3
    - namer_vp3

These are the setup steps to get multi-turn capabilities for CoCo actions

in your rasa bot config.yml

policy:
  - name: "coco_rasa.CoCoMappingPolicy"

in domain.yml

slots:
  active_component:
    type: text

triggering actions (and CoCo actions :) )

1. MappingPolicy

   config.yml:

   policies:
   - name: MappingPolicy
   

   domain.yml

   intents:
   - greet:
       triggers: namer_vp3
   - someotherintent
   

2. Fallback policy

   config.yaml

       policies:
           - name: "FallbackPolicy"
               nlu_threshold: 0.4
               core_threshold: 0.3
               fallback_action_name: "generic_oneliners_vp3"
   

using context transfer

in domain.yml declare the keys you want the use(from CoCo context transfer protocol). data will be transferred automatically between components.

slots:
  user.firstName:
    type: text
  user.lastName:
    type: text