rag/docker-compose.yml at master · DercyCheng/rag · GitHub

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version: '3.8'

services:
  rag-service:
    build: .
    ports:
      - "50051:50051"
      - "9090:9090"
    environment:
      - CUDA_VISIBLE_DEVICES=0
    volumes:
      - ./models:/app/models
      - ./config:/app/config
    deploy:
      resources:
        reservations:
          devices:
            - driver: nvidia
              count: 1
              capabilities: [gpu]

  postgres:
    image: ankane/pgvector:latest
    ports:
      - "5432:5432"
    environment:
      POSTGRES_DB: ragdb
      POSTGRES_USER: user
      POSTGRES_PASSWORD: password
    volumes:
      - pg_data:/var/lib/postgresql/data

  redis-cluster:
    image: redis:7.0-alpine
    command: redis-server --cluster-enabled yes
    ports:
      - "7000-7002:7000-7002"
    volumes:
      - redis_data:/data

  minio:
    image: minio/minio
    ports:
      - "9000:9000"
      - "9001:9001"
    environment:
      MINIO_ROOT_USER: minioadmin
      MINIO_ROOT_PASSWORD: minioadmin
    command: server /data --console-address ":9001"
    volumes:
      - minio_data:/data

  nats:
    image: nats:2.9-alpine
    ports:
      - "4222:4222"
      - "8222:8222"

  influxdb:
    image: influxdb:2.7
    ports:
      - "8086:8086"
    environment:
      - DOCKER_INFLUXDB_INIT_MODE=setup
      - DOCKER_INFLUXDB_INIT_USERNAME=admin
      - DOCKER_INFLUXDB_INIT_PASSWORD=password123
      - DOCKER_INFLUXDB_INIT_ORG=eino
      - DOCKER_INFLUXDB_INIT_BUCKET=rag-metrics
    volumes:
      - influx_data:/var/lib/influxdb2

  jaeger:
    image: jaegertracing/all-in-one:1.47
    ports:
      - "6831:6831/udp"
      - "16686:16686"

  prometheus:
    image: prom/prometheus:v2.45.0
    ports:
      - "9091:9090"
    volumes:
      - ./prometheus.yml:/etc/prometheus/prometheus.yml
      - prom_data:/prometheus

  model-trainer:
    build:
      context: .
      dockerfile: Dockerfile.trainer
    deploy:
      replicas: 3
    environment:
      - TRAINING_MODE=distributed
    volumes:
      - training_data:/data

  experiment-tracker:
    image: mlflow:latest
    ports:
      - "5000:5000"
    environment:
      - MLFLOW_TRACKING_URI=postgresql://user:password@postgres:5432/mlflow

  feature-store:
    image: feast:latest
    ports:
      - "6566:6566"
    volumes:
      - feast_data:/feast/data

  metrics-analyzer:
    build: ./analyzer
    environment:
      - ANALYSIS_MODE=realtime
    depends_on:
      - influxdb

volumes:
  pg_data:
  redis_data:
  minio_data:
  influx_data:
  prom_data:
  training_data:
  feast_data: