Hi,
I’ve been building a chatbot and ran into issues with getting the actions.py file to trigger when it needs to.
See screenshot. It is indicating that the action has been triggered on the backend, but the message is not displaying in the chat.
I have read through the other posts related to this issue, and it doesn’t seem like there has been a satisfactory answer.
I have also tested my code locally on my computer where I can spin up a local server for the actions.py file, and it works fine.
So I don’t know what I am missing in order to get this to work. The below are some relevant posts earlier.
Here are the relevant files.
docker-compose.yml
version: "3.4"
x-database-credentials: &database-credentials
DB_HOST: "db"
DB_PORT: "5432"
DB_USER: "${DB_USER:-admin}"
DB_PASSWORD: "${DB_PASSWORD}"
DB_LOGIN_DB: "${DB_LOGIN_DB:-rasa}"
x-rabbitmq-credentials: &rabbitmq-credentials
RABBITMQ_HOST: "rabbit"
RABBITMQ_USERNAME: "user"
RABBITMQ_PASSWORD: ${RABBITMQ_PASSWORD}
x-redis-credentials: &redis-credentials
REDIS_HOST: "redis"
REDIS_PORT: "6379"
REDIS_PASSWORD: ${REDIS_PASSWORD}
REDIS_DB: "1"
x-duckling-credentials: &duckling-credentials
RASA_DUCKLING_HTTP_URL: "http://duckling:8000"
x-rasax-credentials: &rasax-credentials
LOCAL_MODE: "false"
RASA_X_HOST: "http://rasa-x:5002"
RASA_X_USERNAME: ${RASA_X_USERNAME:-admin}
RASA_X_PASSWORD: ${RASA_X_PASSWORD:-}
RASA_X_TOKEN: ${RASA_X_TOKEN}
JWT_SECRET: ${JWT_SECRET}
RASA_USER_APP: "http://app:5055"
RASA_PRODUCTION_HOST: "http://rasa-production:5005"
RASA_WORKER_HOST: "http://rasa-worker:5005"
RASA_TOKEN: ${RASA_TOKEN}
x-rasa-credentials: &rasa-credentials
<<: *rabbitmq-credentials
<<: *rasax-credentials
<<: *database-credentials
<<: *redis-credentials
<<: *duckling-credentials
RASA_TOKEN: ${RASA_TOKEN}
RASA_MODEL_PULL_INTERVAL: 10
RABBITMQ_QUEUE: "rasa_production_events"
x-rasa-services: &default-rasa-service
restart: always
image: "rasa/rasa:${RASA_VERSION}-full"
expose:
- "5005"
command: >
x
--no-prompt
--production
--config-endpoint http://rasa-x:5002/api/config?token=${RASA_X_TOKEN}
--port 5005
--jwt-method HS256
--jwt-secret ${JWT_SECRET}
--auth-token '${RASA_TOKEN}'
--cors "*"
depends_on:
- rasa-x
- rabbit
- redis
services:
rasa-x:
restart: always
image: "rasa/rasa-x:${RASA_X_VERSION}"
expose:
- "5002"
volumes:
- ./models:/app/models
- ./environments.yml:/app/environments.yml
- ./credentials.yml:/app/credentials.yml
- ./endpoints.yml:/app/endpoints.yml
- ./logs:/logs
- ./auth:/app/auth
environment:
<<: *database-credentials
<<: *rasa-credentials
SELF_PORT: "5002"
DB_DATABASE: "${DB_DATABASE:-rasa}"
RASA_MODEL_DIR: "/app/models"
PASSWORD_SALT: ${PASSWORD_SALT}
RABBITMQ_QUEUE: "rasa_production_events"
RASA_X_USER_ANALYTICS: "0"
SANIC_RESPONSE_TIMEOUT: "3600"
depends_on:
- db
rasa-production:
<<: *default-rasa-service
environment:
<<: *rasa-credentials
RASA_ENVIRONMENT: "production"
DB_DATABASE: "tracker"
RASA_MODEL_SERVER: "http://rasa-x:5002/api/projects/default/models/tags/production"
rasa-worker:
<<: *default-rasa-service
environment:
<<: *rasa-credentials
RASA_ENVIRONMENT: "worker"
DB_DATABASE: "worker_tracker"
RASA_MODEL_SERVER: "http://rasa-x:5002/api/projects/default/models/tags/production"
app:
restart: always
image: "rasa/rasa-x-demo:${RASA_X_DEMO_VERSION}"
expose:
- "5055"
depends_on:
- rasa-production
db:
restart: always
image: "bitnami/postgresql:11.3.0"
expose:
- "5432"
environment:
POSTGRESQL_USERNAME: "${DB_USER:-admin}"
POSTGRESQL_PASSWORD: "${DB_PASSWORD}"
POSTGRESQL_DATABASE: "${DB_DATABASE:-rasa}"
volumes:
- ./db:/bitnami/postgresql
rabbit:
restart: always
image: "bitnami/rabbitmq:3.7.17"
environment:
RABBITMQ_HOST: "rabbit"
RABBITMQ_USERNAME: "user"
RABBITMQ_PASSWORD: ${RABBITMQ_PASSWORD}
RABBITMQ_DISK_FREE_LIMIT: "{mem_relative, 0.1}"
expose:
- "5672"
duckling:
restart: always
image: "rasa/duckling:latest"
expose:
- "8000"
command: ["duckling-example-exe", "--no-access-log", "--no-error-log"]
nginx:
restart: always
image: "rasa/nginx:${RASA_X_VERSION}"
ports:
- "80:8080"
- "443:8443"
volumes:
- ./certs:/opt/bitnami/certs
- ./terms:/opt/bitnami/nginx/conf/bitnami/terms
depends_on:
- rasa-x
- rasa-production
- app
redis:
restart: always
image: "bitnami/redis:5.0.5"
environment:
REDIS_PASSWORD: ${REDIS_PASSWORD}
expose:
- "6379"
docker-compose.override.yml
version: '3.4'
services:
action_server:
image: 'rasa/rasa-sdk:latest'
volumes:
- './actions:/app/actions'
ports:
- '5055:5055'
depends_on:
- rasa-production
endpoints.yml
action_endpoint:
url: http://action_server:5055/webhook
actions.py
from typing import Any, Text, Dict, List, Union
from rasa_sdk import Action, Tracker
from rasa_sdk.executor import CollectingDispatcher
from rasa_sdk.forms import FormAction
class ActionIntroDataScience(Action):
def name(self) -> Text:
return "action_intro_ds"
def run(self, dispatcher: CollectingDispatcher,
tracker: Tracker,
domain: Dict[Text, Any]) -> List[Dict[Text, Any]]:
dispatcher.utter_message(
text="Data science is a field that combines ideas from statistics and computer science.\nIt involves building data pipelines, data analysis, building models and applying these models for prediction or inference."
)
return []
