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CoCo(Conversational Components) SDK for using components in Rasa

Project description

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

to enable multi-turn capabilities for CoCo actions

in your rasa bot config.yml

policy:
  - name: "coco_rasa.CoCoContextPolicy"

triggering actions (and CoCo actions)

  • MappingPolicy
# config.yml:
policies:
    - name: MappingPolicy
# domain.yml
intents:
    - greet:
        triggers: namer_vp3
    - someotherintent
  • 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

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