docker-compose.yml

version: "3"

services:
  mongodb:
    image: mongo:latest
    container_name: mongodb
    restart: always
    environment:
      MONGO_INITDB_ROOT_USERNAME: ${MONGO_USERNAME}
      MONGO_INITDB_ROOT_PASSWORD: ${MONGO_PASSWORD}
      MONGO_INITDB_DATABASE: ${MONGO_DB}
    volumes:
      - '.resources/mongodb/data:/data/db'
    ports:
      - "27017:27017"
    networks:
      - mongo-net
  milvus:
    image: milvusdb/milvus:1.1.1-cpu-d061621-330cc6
    ports:
      - "19530:19530"
      - "19121:19121"
    volumes:
      - ${MILVUS_DIR}/db:/var/lib/milvus/db
      - ${MILVUS_DIR}/conf:/var/lib/milvus/conf
      - ${MILVUS_DIR}/logs:/var/lib/milvus/logs
      - ${MILVUS_DIR}/wal:/var/lib/milvus/wal
    networks:
      - milvus-net
  tf-serving:
    image: tensorflow/serving:latest-gpu
    ports:
      - "8500:8500"
      - "8501:8501"
    volumes:
      - ${SERVING_MODELS_DIR}/dan:/models/dan
      - ${SERVING_MODELS_DIR}/qa:/models/qa
      - ${SERVING_MODELS_DIR}/models.config:/models/models.config
    command: --model_config_file=/models/models.config
    deploy:
      resources:
        reservations:
          devices:
            - driver: "nvidia"
              capabilities: [ gpu ]
    networks:
      - tf-serving-net
  search-api:
    build:
      context: ./search-api
    command: sh -c "./start.sh"
    ports:
      - "3001:80"
    volumes:
      - ./resources/init_data/resources.txt:/app/data/resources.txt
      - ./resources/init_data/questions.txt:/app/data/questions.txt
      - ./search-api/src:/app/src
    networks:
      - mongo-net
      - milvus-net
      - tf-serving-net
      - frontend-net
    depends_on:
      - milvus
      - tf-serving
      - mongodb
    environment:
      - MONGO_HOST=mongodb
      - MILVUS_HOST=milvus
      - TF_SERVING_HOST=tf-serving
  client-app:
    build:
      context: ./client
      dockerfile: Dockerfile.prod
    ports:
      - '8080:80'
    networks:
      - frontend-net
    environment:
      - REACT_APP_API_ROOT=http://search-api:3001/api
    depends_on:
      - search-api

networks:
  tf-serving-net:
  milvus-net:
  mongo-net:
  frontend-net: