BA-Chatbot_Ali_Thesis/docker-compose.yml

version: "3"
services:
  grobid:
    image: grobid/grobid:0.7.3
    ports:
      - "8070:8070"
    environment:
      - _JAVA_OPTIONS=-Xms512m -Xmx2g
    restart: always
    deploy:
      resources:
        reservations:
          devices:
            - driver: nvidia
              count: all
              capabilities: [gpu]
  backend:
    container_name: backend
    restart: always
    build: ./backend
    ports:
      - "8080:8080"
    volumes:
      - ./backend:/home/user
    environment:
      FLASK_DEBUG: 1
      MODEL_SERVICE_HOST: model_service
      ELASTIC_HOST: es01
    command: "/bin/bash -c 'sleep 10 && gunicorn -w 19 -b 0.0.0.0:8080 --timeout 10000 app:server'"
    networks:
      - elastic
      - backend-chatbot
    depends_on:
      - es01
      - model_service
      - weaviate
      # - grobid

  model_service:
    container_name: model_service
    restart: always
    build: ./model_service
    ports:
      - "5000:5000"
    environment:
      FLASK_DEBUG: 1
      MODEL_ARG: " "
    volumes:
      - ./model_service/models:/home/user/models
    command: "/bin/bash -c 'sleep 10 && gunicorn -w 29 -b 0.0.0.0:5000 --timeout 10000 app:server'"
    networks:
      - backend-chatbot
  es01:
    image: docker.elastic.co/elasticsearch/elasticsearch:7.9.2
    container_name: es01
    volumes:
      - esdata01:/usr/share/elasticsearch/data
    environment:
      - discovery.type=single-node
      - node.name=es01
      - cluster.name=es-docker-cluster
    ports:
      - 9210:9200
    networks:
      - elastic

  rasa:
    image: rasa/rasa:3.6.9-full
    container_name: rasa
    entrypoint: ["/bin/sh", "-c"]
    ports:
      - 5005:5005
    volumes:
      - ./chatbot/:/app
    command:
      - rasa run  --endpoints endpoints.yml --enable-api  --cors "*" --debug
    networks:
      - backend-chatbot
  app:
    restart: always
    container_name: app
    build: ./chatbot
    image: hsmaba/chatbot
    environment:
      FLASK_HOST: backend
    expose:
      - 5055
    networks:
      - backend-chatbot

  weaviate:
    image: semitechnologies/weaviate:1.21.6
    ports:
      - 3434:8080
    restart: on-failure:0
    volumes:
      - weaviate_data:/var/lib/weaviate
    environment:
      QUERY_DEFAULTS_LIMIT: 25
      AUTHENTICATION_ANONYMOUS_ACCESS_ENABLED: "true"
      PERSISTENCE_DATA_PATH: "/var/lib/weaviate"
      DEFAULT_VECTORIZER_MODULE: "none"
      CLUSTER_HOSTNAME: "node1"

volumes:
  esdata01:
    driver: local
  weaviate_data:
    driver: local

networks:
  elastic:
    driver: bridge
  backend-chatbot:
    driver: bridge
  app-network:
    driver: bridge