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
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 :) )
-
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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