LightRAG/docker-compose.high-performance.yml

version: '3.8'

# Production High-Performance Stack
# Neo4j + Milvus + Redis + PostgreSQL
# Best for: Large-scale production, complex graph analytics

services:
  # LightRAG Application
  lightrag:
    image: ghcr.io/hkuds/lightrag:latest
    container_name: lightrag-hp
    env_file:
      - .env
    environment:
      # High-Performance Storage Configuration
      LIGHTRAG_GRAPH_STORAGE: Neo4JStorage
      LIGHTRAG_VECTOR_STORAGE: MilvusVectorDBStorage
      LIGHTRAG_KV_STORAGE: RedisKVStorage
      LIGHTRAG_DOC_STATUS_STORAGE: PGDocStatusStorage

      # Service Connection Details
      NEO4J_URI: bolt://neo4j:7687
      NEO4J_USERNAME: neo4j
      NEO4J_PASSWORD: lightrag_neo4j_pass

      MILVUS_URI: http://milvus-standalone:19530
      MILVUS_DB_NAME: lightrag

      REDIS_URI: redis://redis:6379

      POSTGRES_HOST: postgres
      POSTGRES_PORT: 5432
      POSTGRES_USER: lightrag_user
      POSTGRES_PASSWORD: lightrag_pass
      POSTGRES_DATABASE: lightrag

      # Performance optimizations
      MAX_ASYNC: 8
      MAX_TOKENS: 32768
      ENABLE_LLM_CACHE: true
      ENABLE_LLM_CACHE_FOR_EXTRACT: true
    ports:
      - "9621:9621"
    depends_on:
      postgres:
        condition: service_healthy
      redis:
        condition: service_healthy
      neo4j:
        condition: service_started
      milvus-standalone:
        condition: service_healthy
    volumes:
      - ./data/inputs:/app/inputs
      - ./data/rag_storage:/app/rag_storage
    networks:
      - lightrag-hp-network
    restart: unless-stopped

  # PostgreSQL for Document Status Storage
  postgres:
    image: postgres:16
    container_name: lightrag-hp-postgres
    environment:
      POSTGRES_DB: lightrag
      POSTGRES_USER: lightrag_user
      POSTGRES_PASSWORD: lightrag_pass
      POSTGRES_INITDB_ARGS: "--encoding=UTF-8"
    ports:
      - "5432:5432"
    volumes:
      - postgres_data:/var/lib/postgresql/data
    healthcheck:
      test: ["CMD-SHELL", "pg_isready -U lightrag_user -d lightrag"]
      interval: 10s
      timeout: 5s
      retries: 5
    networks:
      - lightrag-hp-network
    restart: unless-stopped

  # Redis for KV Storage
  redis:
    image: redis:7-alpine
    container_name: lightrag-hp-redis
    command: redis-server --appendonly yes --maxmemory 2gb --maxmemory-policy allkeys-lru
    ports:
      - "6379:6379"
    volumes:
      - redis_data:/data
    healthcheck:
      test: ["CMD", "redis-cli", "ping"]
      interval: 10s
      timeout: 5s
      retries: 5
    networks:
      - lightrag-hp-network
    restart: unless-stopped

  # Neo4j for Graph Storage
  neo4j:
    image: neo4j:5.15
    container_name: lightrag-hp-neo4j
    environment:
      NEO4J_AUTH: neo4j/lightrag_neo4j_pass
      NEO4J_PLUGINS: '["apoc"]'
      NEO4J_dbms_security_procedures_unrestricted: apoc.*
      NEO4J_dbms_memory_heap_initial__size: 1G
      NEO4J_dbms_memory_heap_max__size: 2G
      NEO4J_dbms_memory_pagecache_size: 1G
    ports:
      - "7474:7474"
      - "7687:7687"
    volumes:
      - neo4j_data:/data
      - neo4j_logs:/logs
    networks:
      - lightrag-hp-network
    restart: unless-stopped

  # Milvus Dependencies
  etcd:
    image: quay.io/coreos/etcd:v3.5.5
    container_name: lightrag-hp-milvus-etcd
    environment:
      - ETCD_AUTO_COMPACTION_MODE=revision
      - ETCD_AUTO_COMPACTION_RETENTION=1000
      - ETCD_QUOTA_BACKEND_BYTES=4294967296
      - ETCD_SNAPSHOT_COUNT=50000
    command: etcd -advertise-client-urls=http://127.0.0.1:2379 -listen-client-urls http://0.0.0.0:2379 --data-dir /etcd
    volumes:
      - etcd_data:/etcd
    healthcheck:
      test: ["CMD", "etcdctl", "endpoint", "health"]
      interval: 30s
      timeout: 20s
      retries: 3
    networks:
      - lightrag-hp-network
    restart: unless-stopped

  minio:
    image: minio/minio:RELEASE.2023-03-20T20-16-18Z
    container_name: lightrag-hp-milvus-minio
    environment:
      MINIO_ACCESS_KEY: minioadmin
      MINIO_SECRET_KEY: minioadmin
    command: minio server /minio_data --console-address ":9001"
    volumes:
      - minio_data:/minio_data
    healthcheck:
      test: ["CMD", "curl", "-f", "http://localhost:9000/minio/health/live"]
      interval: 30s
      timeout: 20s
      retries: 3
    networks:
      - lightrag-hp-network
    restart: unless-stopped

  # Milvus Vector Database
  milvus-standalone:
    image: milvusdb/milvus:v2.3.10
    container_name: lightrag-hp-milvus
    command: ["milvus", "run", "standalone"]
    environment:
      ETCD_ENDPOINTS: etcd:2379
      MINIO_ADDRESS: minio:9000
    volumes:
      - milvus_data:/var/lib/milvus
    ports:
      - "19530:19530"
      - "9091:9091"
    depends_on:
      etcd:
        condition: service_healthy
      minio:
        condition: service_healthy
    healthcheck:
      test: ["CMD", "curl", "-f", "http://localhost:9091/healthz"]
      interval: 30s
      start_period: 90s
      timeout: 20s
      retries: 3
    networks:
      - lightrag-hp-network
    restart: unless-stopped

volumes:
  postgres_data:
  redis_data:
  neo4j_data:
  neo4j_logs:
  etcd_data:
  minio_data:
  milvus_data:

networks:
  lightrag-hp-network:
    driver: bridge