docker-compose.yml

################################################################
# Docker AI Model Runner Configuration
# Models are served via Docker Desktop's Model Runner at localhost:12434
# Docs: https://docs.docker.com/ai/compose/models-and-compose/
# https://docs.docker.com/desktop/
################################################################
models:
  llm:
    model: ai/gemma3:latest

services:
  ################################################################
  # Ollama LLM Server and Web UI
  ###############################################################
  ollama:
    image: ollama/ollama:0.18.2
    container_name: ollama
    ports:
      - "11434:11434"
    volumes:
      - ollama_data:/root/.ollama
    environment:
      - OLLAMA_NUM_PARALLEL=4
      - OLLAMA_MAX_LOADED_MODELS=3
      - OLLAMA_HOST=0.0.0.0:11434
    entrypoint: ["/bin/bash", "-c"]
    command: |
      "ollama serve &
      sleep 10
      ollama pull qwen2.5:0.5b-instruct
      ollama pull nomic-embed-text
      wait"
    restart: unless-stopped

  # webui:
  #   image: ghcr.io/ollama-webui/ollama-webui:main
  #   container_name: ollama-webui
  #   ports:
  #     - "3000:8080"
  #   depends_on:
  #     - ollama
  #   environment:
  #     - OLLAMA_API_BASE_URL=http://ollama:11434/api
  #     - WEBUI_AUTH=True
  #     - WEBUI_ADMIN_USER=boxlang
  #     - WEBUI_ADMIN_PASS=rocks
  #   restart: unless-stopped

  ###############################################################
  # Vector Databases
  ###############################################################

  chromadb:
    image: chromadb/chroma:1.5.5
    container_name: chromadb
    ports:
      - "8000:8000"
    volumes:
      - chromadb_data:/chroma/chroma
    environment:
      - IS_PERSISTENT=TRUE
      - ANONYMIZED_TELEMETRY=FALSE
      - ALLOW_RESET=TRUE
    restart: unless-stopped

  postgres:
    image: pgvector/pgvector:pg16
    container_name: postgres-vector
    ports:
      - "5432:5432"
    environment:
      - POSTGRES_DB=vectordb
      - POSTGRES_USER=boxlang
      - POSTGRES_PASSWORD=boxlang
    volumes:
      - postgres_data:/var/lib/postgresql/data
    restart: unless-stopped

  # MySQL 9 with native vector support
  # MySQL 9.0+ includes native VECTOR type for semantic search
  # Docs: https://dev.mysql.com/doc/refman/9.0/en/vector-functions.html
  mysql:
    image: mysql:9.0
    container_name: mysql-vector
    ports:
      - "3307:3306"
    environment:
      - MYSQL_DATABASE=vectordb
      - MYSQL_USER=boxlang
      - MYSQL_PASSWORD=boxlang
      - MYSQL_ROOT_PASSWORD=boxlang
    volumes:
      - mysql_data:/var/lib/mysql
    restart: unless-stopped

  # Pinecone Local Development Server
  # Official local development server for testing
  # Docs: https://docs.pinecone.io/guides/operations/local-development
  pinecone:
    image: ghcr.io/pinecone-io/pinecone-local:latest
    container_name: pinecone-local
    ports:
      - "5080-5090:5080-5090"
    environment:
      - PORT=5080
      - PINECONE_HOST=localhost
    platform: linux/amd64
    restart: unless-stopped

  # Milvus Vector Database
  # High-performance open-source vector database
  # Docs: https://milvus.io/docs
  milvus-etcd:
    image: quay.io/coreos/etcd:v3.5.25
    container_name: milvus-etcd
    environment:
      - ETCD_AUTO_COMPACTION_MODE=revision
      - ETCD_AUTO_COMPACTION_RETENTION=1000
      - ETCD_QUOTA_BACKEND_BYTES=4294967296
      - ETCD_SNAPSHOT_COUNT=50000
    volumes:
      - milvus_etcd_data:/etcd
    command: etcd -advertise-client-urls=http://milvus-etcd:2379 -listen-client-urls http://0.0.0.0:2379 --data-dir /etcd
    healthcheck:
      test: ["CMD", "etcdctl", "endpoint", "health"]
      interval: 30s
      timeout: 20s
      retries: 3

  milvus-minio:
    image: minio/minio:RELEASE.2024-12-18T13-15-44Z
    container_name: milvus-minio
    environment:
      MINIO_ACCESS_KEY: minioadmin
      MINIO_SECRET_KEY: minioadmin
    ports:
      - "9001:9001"
      - "9000:9000"
    volumes:
      - milvus_minio_data:/minio_data
    command: minio server /minio_data --console-address ":9001"
    healthcheck:
      test: ["CMD", "curl", "-f", "http://localhost:9000/minio/health/live"]
      interval: 30s
      timeout: 20s
      retries: 3

  milvus-standalone:
    image: milvusdb/milvus:v2.6.7
    container_name: milvus-standalone
    depends_on:
      - milvus-etcd
      - milvus-minio
    ports:
      - "19530:19530"
      - "9091:9091"
    environment:
      ETCD_ENDPOINTS: milvus-etcd:2379
      MINIO_ADDRESS: milvus-minio:9000
    volumes:
      - milvus_data:/var/lib/milvus
    healthcheck:
      test: ["CMD", "curl", "-f", "http://localhost:9091/healthz"]
      interval: 30s
      start_period: 90s
      timeout: 20s
      retries: 3
    command: ["milvus", "run", "standalone"]
    restart: unless-stopped

  weaviate:
    image: semitechnologies/weaviate:1.27.1
    container_name: weaviate
    ports:
      - "8080:8080" # HTTP/REST API
      - "50051:50051" # gRPC
    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"
      ENABLE_MODULES: ""
      CLUSTER_HOSTNAME: "node1"

  qdrant:
    image: qdrant/qdrant:v1
    container_name: qdrant
    ports:
      - "6333:6333" # HTTP/REST API
      - "6334:6334" # gRPC API (optional)
    volumes:
      - qdrant_data:/qdrant/storage
    environment:
      QDRANT__SERVICE__GRPC_PORT: 6334
      QDRANT__LOG_LEVEL: INFO

  # TypeSense - Fast typo-tolerant search engine with vector support
  # Docs: https://typesense.org/docs/
  typesense:
    image: typesense/typesense:29.0
    container_name: typesense
    ports:
      - "8108:8108"
    volumes:
      - typesense_data:/data
    environment:
      - TYPESENSE_DATA_DIR=/data
      - TYPESENSE_API_KEY=xyz
      - TYPESENSE_ENABLE_CORS=true
    command: "--data-dir /data --api-key=xyz --enable-cors"
    restart: unless-stopped

  # OpenSearch - Search and analytics engine with k-NN vector support
  # Docs: https://opensearch.org/docs/latest/
  opensearch:
    image: opensearchproject/opensearch:3
    container_name: opensearch
    ports:
      - "9200:9200"
      - "9600:9600"
    environment:
      - discovery.type=single-node
      - plugins.security.disabled=true
      - OPENSEARCH_INITIAL_ADMIN_PASSWORD=boxlang
      - "OPENSEARCH_JAVA_OPTS=-Xms512m -Xmx512m"
    volumes:
      - opensearch_data:/usr/share/opensearch/data
    restart: unless-stopped

volumes:
  ollama_data:
    name: ollama_data
  chromadb_data:
    name: chromadb_data
  postgres_data:
    name: postgres_data
  mysql_data:
    name: mysql_data
  milvus_etcd_data:
    name: milvus_etcd_data
  milvus_minio_data:
    name: milvus_minio_data
  milvus_data:
    name: milvus_data
  weaviate_data:
    name: weaviate_data
  qdrant_data:
    name: qdrant_data
  typesense_data:
    name: typesense_data
  opensearch_data:
    name: opensearch_data