llm-rag/docker-compose.yml at main · solarfresh/llm-rag · GitHub

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services:
  api: &api
    image: ragdemo:0.0.8
    ports:
      - 8000:8000
    volumes:
      - ./backend:/api
    env_file:
      - docker-vars.env
      # - docker-vars.override.env
    command: python manage.py runserver --noreload 0.0.0.0:8000 && daphne -b 0.0.0.0 -p 8000 config.asgi.application
    # command: python3 manage.py runserver 0.0.0.0:8000
    restart: on-failure
    depends_on:
      - postgres
      - rabbitmq
      - opensearch-node1

  celery:
    <<: *api
    ports: []
    volumes:
      - ./backend:/api
    env_file:
      - docker-vars.env
      # - docker-vars.override.env
    command: celery -A config.celery_app worker --pool=solo --loglevel=info
    restart: on-failure

  rabbitmq:
    image: rabbitmq:3.13.0-management-alpine
    ports:
      - 5672:5672
      - 15672:15672
    env_file:
      - docker-vars.env
    restart: on-failure

  postgres:
    image: postgres:16.2-alpine
    ports:
      - 5432:5432
    env_file:
      - docker-vars.env
      # - docker-vars.override.env
    volumes:
      - ~/database/rag/postgres:/var/lib/postgresql/data
    restart: on-failure

  opensearch-node1:
    image: opensearchproject/opensearch:2.13.0
    environment:
      - cluster.name=opensearch-cluster
      - node.name=opensearch-node1
      - discovery.seed_hosts=opensearch-node1
      - cluster.initial_cluster_manager_nodes=opensearch-node1
      - bootstrap.memory_lock=true # along with the memlock settings below, disables swapping
      - "OPENSEARCH_JAVA_OPTS=-Xms512m -Xmx512m" # minimum and maximum Java heap size, recommend setting both to 50% of system RAM
      - "DISABLE_SECURITY_PLUGIN=true" # TODO: to check other better solutions
    ulimits:
      memlock:
        soft: -1
        hard: -1
      nofile:
        soft: 65536 # maximum number of open files for the OpenSearch user, set to at least 65536 on modern systems
        hard: 65536
    volumes:
      - ~/database/rag/opensearch1:/usr/share/opensearch/data
    ports:
      - 9200:9200
      - 9600:9600 # required for Performance Analyzer
    restart: on-failure