dify/docker/docker-compose.yaml

# ==================================================================
# WARNING: This file is auto-generated by generate_docker_compose
# Do not modify this file directly. Instead, update the .env.example
# or docker-compose-template.yaml and regenerate this file.
# ==================================================================

# Shared configuration using YAML anchors and env_file
x-shared-api-worker-config: &shared-api-worker-config
  env_file:
    - path: ./envs/core-services/shared.env
      required: false
    - path: ./envs/core-services/api.env
      required: false
    - path: ./envs/security.env
      required: false
    - path: ./envs/databases/db-postgres.env
      required: false
    - path: ./envs/databases/db-mysql.env
      required: false
    - path: ./envs/databases/redis.env
      required: false
    - path: ./envs/vectorstores/weaviate.env
      required: false
    - path: ./envs/vectorstores/qdrant.env
      required: false
    - path: ./envs/vectorstores/oceanbase.env
      required: false
    - path: ./envs/vectorstores/seekdb.env
      required: false
    - path: ./envs/vectorstores/couchbase.env
      required: false
    - path: ./envs/vectorstores/pgvector.env
      required: false
    - path: ./envs/vectorstores/vastbase.env
      required: false
    - path: ./envs/vectorstores/pgvecto-rs.env
      required: false
    - path: ./envs/vectorstores/chroma.env
      required: false
    - path: ./envs/vectorstores/iris.env
      required: false
    - path: ./envs/vectorstores/oracle.env
      required: false
    - path: ./envs/vectorstores/opengauss.env
      required: false
    - path: ./envs/vectorstores/myscale.env
      required: false
    - path: ./envs/vectorstores/matrixone.env
      required: false
    - path: ./envs/vectorstores/elasticsearch.env
      required: false
    - path: ./envs/vectorstores/opensearch.env
      required: false
    - path: ./envs/vectorstores/milvus.env
      required: false
    - path: ./envs/infrastructure/nginx.env
      required: false
    - path: ./envs/infrastructure/certbot.env
      required: false
    - path: ./envs/infrastructure/ssrf-proxy.env
      required: false
    - path: ./envs/infrastructure/etcd.env
      required: false
    - path: ./envs/infrastructure/minio.env
      required: false
    - path: ./envs/infrastructure/milvus-standalone.env
      required: false
    - ./.env
  networks:
    - ssrf_proxy_network
    - default
  restart: always

x-shared-worker-config: &shared-worker-config
  env_file:
    - path: ./envs/core-services/shared.env
      required: false
    - path: ./envs/core-services/worker.env
      required: false
    - path: ./envs/security.env
      required: false
    - path: ./envs/databases/db-postgres.env
      required: false
    - path: ./envs/databases/db-mysql.env
      required: false
    - path: ./envs/databases/redis.env
      required: false
    - path: ./envs/vectorstores/weaviate.env
      required: false
    - path: ./envs/vectorstores/qdrant.env
      required: false
    - path: ./envs/vectorstores/oceanbase.env
      required: false
    - path: ./envs/vectorstores/seekdb.env
      required: false
    - path: ./envs/vectorstores/couchbase.env
      required: false
    - path: ./envs/vectorstores/pgvector.env
      required: false
    - path: ./envs/vectorstores/vastbase.env
      required: false
    - path: ./envs/vectorstores/pgvecto-rs.env
      required: false
    - path: ./envs/vectorstores/chroma.env
      required: false
    - path: ./envs/vectorstores/iris.env
      required: false
    - path: ./envs/vectorstores/oracle.env
      required: false
    - path: ./envs/vectorstores/opengauss.env
      required: false
    - path: ./envs/vectorstores/myscale.env
      required: false
    - path: ./envs/vectorstores/matrixone.env
      required: false
    - path: ./envs/vectorstores/elasticsearch.env
      required: false
    - path: ./envs/vectorstores/opensearch.env
      required: false
    - path: ./envs/vectorstores/milvus.env
      required: false
    - path: ./envs/infrastructure/nginx.env
      required: false
    - path: ./envs/infrastructure/certbot.env
      required: false
    - path: ./envs/infrastructure/ssrf-proxy.env
      required: false
    - path: ./envs/infrastructure/etcd.env
      required: false
    - path: ./envs/infrastructure/minio.env
      required: false
    - path: ./envs/infrastructure/milvus-standalone.env
      required: false
    - ./.env
  networks:
    - ssrf_proxy_network
    - default
  restart: always

x-shared-worker-beat-config: &shared-worker-beat-config
  env_file:
    - path: ./envs/core-services/shared.env
      required: false
    - path: ./envs/core-services/worker-beat.env
      required: false
    - path: ./envs/security.env
      required: false
    - path: ./envs/databases/db-postgres.env
      required: false
    - path: ./envs/databases/db-mysql.env
      required: false
    - path: ./envs/databases/redis.env
      required: false
    - path: ./envs/vectorstores/weaviate.env
      required: false
    - path: ./envs/vectorstores/qdrant.env
      required: false
    - path: ./envs/vectorstores/oceanbase.env
      required: false
    - path: ./envs/vectorstores/seekdb.env
      required: false
    - path: ./envs/vectorstores/couchbase.env
      required: false
    - path: ./envs/vectorstores/pgvector.env
      required: false
    - path: ./envs/vectorstores/vastbase.env
      required: false
    - path: ./envs/vectorstores/pgvecto-rs.env
      required: false
    - path: ./envs/vectorstores/chroma.env
      required: false
    - path: ./envs/vectorstores/iris.env
      required: false
    - path: ./envs/vectorstores/oracle.env
      required: false
    - path: ./envs/vectorstores/opengauss.env
      required: false
    - path: ./envs/vectorstores/myscale.env
      required: false
    - path: ./envs/vectorstores/matrixone.env
      required: false
    - path: ./envs/vectorstores/elasticsearch.env
      required: false
    - path: ./envs/vectorstores/opensearch.env
      required: false
    - path: ./envs/vectorstores/milvus.env
      required: false
    - path: ./envs/infrastructure/nginx.env
      required: false
    - path: ./envs/infrastructure/certbot.env
      required: false
    - path: ./envs/infrastructure/ssrf-proxy.env
      required: false
    - path: ./envs/infrastructure/etcd.env
      required: false
    - path: ./envs/infrastructure/minio.env
      required: false
    - path: ./envs/infrastructure/milvus-standalone.env
      required: false
    - ./.env
  networks:
    - ssrf_proxy_network
    - default
  restart: always

services:
  # Init container to fix permissions
  init_permissions:
    image: busybox:latest
    command:
      - sh
      - -c
      - |
        FLAG_FILE="/app/api/storage/.init_permissions"
        if [ -f "$${FLAG_FILE}" ]; then
          echo "Permissions already initialized. Exiting."
          exit 0
        fi
        echo "Initializing permissions for /app/api/storage"
        chown -R 1001:1001 /app/api/storage && touch "$${FLAG_FILE}"
        echo "Permissions initialized. Exiting."        
    volumes:
      - ./volumes/app/storage:/app/api/storage
    restart: "no"

  # API service
  api:
    <<: *shared-api-worker-config
    image: langgenius/dify-api:1.16.1
    environment:
      MODE: api
      SENTRY_DSN: ${API_SENTRY_DSN:-}
      SENTRY_TRACES_SAMPLE_RATE: ${API_SENTRY_TRACES_SAMPLE_RATE:-1.0}
      SENTRY_PROFILES_SAMPLE_RATE: ${API_SENTRY_PROFILES_SAMPLE_RATE:-1.0}
      PLUGIN_REMOTE_INSTALL_HOST: ${EXPOSE_PLUGIN_DEBUGGING_HOST:-localhost}
      PLUGIN_REMOTE_INSTALL_PORT: ${EXPOSE_PLUGIN_DEBUGGING_PORT:-5003}
      PLUGIN_MAX_PACKAGE_SIZE: ${PLUGIN_MAX_PACKAGE_SIZE:-52428800}
      PLUGIN_DAEMON_TIMEOUT: ${PLUGIN_DAEMON_TIMEOUT:-600.0}
      INNER_API_KEY_FOR_PLUGIN: ${PLUGIN_DIFY_INNER_API_KEY:-QaHbTe77CtuXmsfyhR7+vRjI/+XbV1AaFy691iy+kGDv2Jvy0/eAh8Y1}
      AGENT_BACKEND_BASE_URL: ${AGENT_BACKEND_BASE_URL:-http://agent_backend:5050}
      AGENT_BACKEND_API_TOKEN: ${DIFY_AGENT_API_TOKEN:-dify-agent-run-token-for-dev-only}
      AGENT_BACKEND_STREAM_READ_TIMEOUT_SECONDS: ${AGENT_BACKEND_STREAM_READ_TIMEOUT_SECONDS:-30}
      AGENT_BACKEND_STREAM_MAX_RECONNECTS: ${AGENT_BACKEND_STREAM_MAX_RECONNECTS:-3}
    depends_on:
      init_permissions:
        condition: service_completed_successfully
      db_postgres:
        condition: service_healthy
        required: false
      db_mysql:
        condition: service_healthy
        required: false
      oceanbase:
        condition: service_healthy
        required: false
      seekdb:
        condition: service_healthy
        required: false
      redis:
        condition: service_started
      agent_backend:
        condition: service_started
    volumes:
      # Mount the storage directory to the container, for storing user files.
      - ./volumes/app/storage:/app/api/storage
    healthcheck:
      test: ["CMD", "curl", "-f", "http://localhost:5001/health"]
      interval: 30s
      timeout: 5s
      retries: 3
      start_period: 30s
    networks:
      - ssrf_proxy_network
      - default

  # WebSocket service for workflow collaboration.
  api_websocket:
    <<: *shared-api-worker-config
    image: langgenius/dify-api:1.16.1
    profiles:
      - collaboration
    environment:
      MODE: api
      SERVER_WORKER_AMOUNT: ${API_WEBSOCKET_WORKER_AMOUNT:-1}
      SERVER_WORKER_CLASS: ${API_WEBSOCKET_WORKER_CLASS:-geventwebsocket.gunicorn.workers.GeventWebSocketWorker}
      SERVER_WORKER_CONNECTIONS: ${API_WEBSOCKET_WORKER_CONNECTIONS:-1000}
      GUNICORN_TIMEOUT: ${API_WEBSOCKET_GUNICORN_TIMEOUT:-360}
    depends_on:
      init_permissions:
        condition: service_completed_successfully
      db_postgres:
        condition: service_healthy
        required: false
      db_mysql:
        condition: service_healthy
        required: false
      redis:
        condition: service_started
    volumes:
      # Mount the storage directory to the container, for storing user files.
      - ./volumes/app/storage:/app/api/storage
    networks:
      - ssrf_proxy_network
      - default

  # worker service
  # The Celery worker for processing all queues (dataset, workflow, mail, etc.)
  worker:
    <<: *shared-worker-config
    image: langgenius/dify-api:1.16.1
    environment:
      MODE: worker
      SENTRY_DSN: ${API_SENTRY_DSN:-}
      SENTRY_TRACES_SAMPLE_RATE: ${API_SENTRY_TRACES_SAMPLE_RATE:-1.0}
      SENTRY_PROFILES_SAMPLE_RATE: ${API_SENTRY_PROFILES_SAMPLE_RATE:-1.0}
      PLUGIN_MAX_PACKAGE_SIZE: ${PLUGIN_MAX_PACKAGE_SIZE:-52428800}
      INNER_API_KEY_FOR_PLUGIN: ${PLUGIN_DIFY_INNER_API_KEY:-QaHbTe77CtuXmsfyhR7+vRjI/+XbV1AaFy691iy+kGDv2Jvy0/eAh8Y1}
      AGENT_BACKEND_BASE_URL: ${AGENT_BACKEND_BASE_URL:-http://agent_backend:5050}
      AGENT_BACKEND_API_TOKEN: ${DIFY_AGENT_API_TOKEN:-dify-agent-run-token-for-dev-only}
      AGENT_BACKEND_STREAM_READ_TIMEOUT_SECONDS: ${AGENT_BACKEND_STREAM_READ_TIMEOUT_SECONDS:-30}
      AGENT_BACKEND_STREAM_MAX_RECONNECTS: ${AGENT_BACKEND_STREAM_MAX_RECONNECTS:-3}
    depends_on:
      init_permissions:
        condition: service_completed_successfully
      db_postgres:
        condition: service_healthy
        required: false
      db_mysql:
        condition: service_healthy
        required: false
      oceanbase:
        condition: service_healthy
        required: false
      seekdb:
        condition: service_healthy
        required: false
      redis:
        condition: service_started
      agent_backend:
        condition: service_started
    volumes:
      # Mount the storage directory to the container, for storing user files.
      - ./volumes/app/storage:/app/api/storage
    healthcheck:
      test: ["CMD-SHELL", "celery -A celery_healthcheck.celery inspect ping"]
      interval: ${COMPOSE_WORKER_HEALTHCHECK_INTERVAL:-30s}
      timeout: ${COMPOSE_WORKER_HEALTHCHECK_TIMEOUT:-30s}
      retries: 3
      start_period: 60s
      disable: ${COMPOSE_WORKER_HEALTHCHECK_DISABLED:-true}
    networks:
      - ssrf_proxy_network
      - default

  # worker_beat service
  # Celery beat for scheduling periodic tasks.
  worker_beat:
    <<: *shared-worker-beat-config
    image: langgenius/dify-api:1.16.1
    environment:
      MODE: beat
    depends_on:
      init_permissions:
        condition: service_completed_successfully
      db_postgres:
        condition: service_healthy
        required: false
      db_mysql:
        condition: service_healthy
        required: false
      oceanbase:
        condition: service_healthy
        required: false
      seekdb:
        condition: service_healthy
        required: false
      redis:
        condition: service_started
    healthcheck:
      test: ["CMD-SHELL", "celery -A celery_healthcheck.celery inspect ping"]
      interval: ${COMPOSE_WORKER_HEALTHCHECK_INTERVAL:-30s}
      timeout: ${COMPOSE_WORKER_HEALTHCHECK_TIMEOUT:-30s}
      retries: 3
      start_period: 60s
      disable: ${COMPOSE_WORKER_HEALTHCHECK_DISABLED:-true}
    networks:
      - ssrf_proxy_network
      - default

  # Frontend web application.
  web:
    image: langgenius/dify-web:1.16.1
    restart: always
    env_file:
      - path: ./envs/core-services/web.env
        required: false
      - path: ./envs/security.env
        required: false
      - ./.env
    environment:
      CONSOLE_API_URL: ${CONSOLE_API_URL:-}
      SERVER_CONSOLE_API_URL: ${SERVER_CONSOLE_API_URL:-http://api:5001}
      APP_API_URL: ${APP_API_URL:-}
      AMPLITUDE_API_KEY: ${AMPLITUDE_API_KEY:-}
      TURNSTILE_SITE_KEY: ${TURNSTILE_SITE_KEY:-}
      NEXT_PUBLIC_COOKIE_DOMAIN: ${NEXT_PUBLIC_COOKIE_DOMAIN:-}
      NEXT_PUBLIC_SOCKET_URL: ${NEXT_PUBLIC_SOCKET_URL:-ws://localhost}
      SENTRY_DSN: ${WEB_SENTRY_DSN:-}
      NEXT_TELEMETRY_DISABLED: ${NEXT_TELEMETRY_DISABLED:-0}
      EXPERIMENTAL_ENABLE_VINEXT: ${EXPERIMENTAL_ENABLE_VINEXT:-false}
      TEXT_GENERATION_TIMEOUT_MS: ${TEXT_GENERATION_TIMEOUT_MS:-60000}
      CSP_WHITELIST: ${CSP_WHITELIST:-}
      ALLOW_EMBED: ${ALLOW_EMBED:-false}
      ALLOW_UNSAFE_DATA_SCHEME: ${ALLOW_UNSAFE_DATA_SCHEME:-false}
      MARKETPLACE_API_URL: ${MARKETPLACE_API_URL:-https://marketplace.dify.ai}
      MARKETPLACE_URL: ${MARKETPLACE_URL:-https://marketplace.dify.ai}
      TOP_K_MAX_VALUE: ${TOP_K_MAX_VALUE:-10}
      INDEXING_MAX_SEGMENTATION_TOKENS_LENGTH: ${INDEXING_MAX_SEGMENTATION_TOKENS_LENGTH:-4000}
      LOOP_NODE_MAX_COUNT: ${LOOP_NODE_MAX_COUNT:-100}
      MAX_TOOLS_NUM: ${MAX_TOOLS_NUM:-10}
      MAX_PARALLEL_LIMIT: ${MAX_PARALLEL_LIMIT:-10}
      MAX_ITERATIONS_NUM: ${MAX_ITERATIONS_NUM:-99}
      MAX_TREE_DEPTH: ${MAX_TREE_DEPTH:-50}
      ENABLE_WEBSITE_JINAREADER: ${ENABLE_WEBSITE_JINAREADER:-true}
      ENABLE_WEBSITE_FIRECRAWL: ${ENABLE_WEBSITE_FIRECRAWL:-true}
      ENABLE_WEBSITE_WATERCRAWL: ${ENABLE_WEBSITE_WATERCRAWL:-true}

  # The PostgreSQL database.
  db_postgres:
    image: postgres:15-alpine
    profiles:
      - postgresql
    restart: always
    environment:
      POSTGRES_USER: ${DB_USERNAME:-postgres}
      POSTGRES_PASSWORD: ${DB_PASSWORD:-difyai123456}
      POSTGRES_DB: ${DB_DATABASE:-dify}
      PGDATA: ${PGDATA:-/var/lib/postgresql/data/pgdata}
    command: >
      postgres -c 'max_connections=${POSTGRES_MAX_CONNECTIONS:-100}'
               -c 'shared_buffers=${POSTGRES_SHARED_BUFFERS:-128MB}'
               -c 'work_mem=${POSTGRES_WORK_MEM:-4MB}'
               -c 'maintenance_work_mem=${POSTGRES_MAINTENANCE_WORK_MEM:-64MB}'
               -c 'effective_cache_size=${POSTGRES_EFFECTIVE_CACHE_SIZE:-4096MB}'
               -c 'statement_timeout=${POSTGRES_STATEMENT_TIMEOUT:-0}'
               -c 'idle_in_transaction_session_timeout=${POSTGRES_IDLE_IN_TRANSACTION_SESSION_TIMEOUT:-0}'      
    volumes:
      - ./volumes/db/data:/var/lib/postgresql/data
    healthcheck:
      test:
        [
          "CMD",
          "pg_isready",
          "-h",
          "db_postgres",
          "-U",
          "${DB_USERNAME:-postgres}",
          "-d",
          "${DB_DATABASE:-dify}",
        ]
      interval: 1s
      timeout: 3s
      retries: 60

  # The mysql database.
  db_mysql:
    image: mysql:8.0
    profiles:
      - mysql
    restart: always
    environment:
      MYSQL_ROOT_PASSWORD: ${DB_PASSWORD:-difyai123456}
      MYSQL_DATABASE: ${DB_DATABASE:-dify}
    command: >
      --max_connections=${MYSQL_MAX_CONNECTIONS:-1000}
      --innodb_buffer_pool_size=${MYSQL_INNODB_BUFFER_POOL_SIZE:-512M}
      --innodb_log_file_size=${MYSQL_INNODB_LOG_FILE_SIZE:-128M}
      --innodb_flush_log_at_trx_commit=${MYSQL_INNODB_FLUSH_LOG_AT_TRX_COMMIT:-2}      
    volumes:
      - ${MYSQL_HOST_VOLUME:-./volumes/mysql/data}:/var/lib/mysql
    healthcheck:
      test:
        [
          "CMD",
          "mysqladmin",
          "ping",
          "-u",
          "root",
          "-p${DB_PASSWORD:-difyai123456}",
        ]
      interval: 1s
      timeout: 3s
      retries: 30

  # The redis cache.
  redis:
    image: redis:6-alpine
    restart: always
    environment:
      REDISCLI_AUTH: ${REDIS_PASSWORD:-difyai123456}
    volumes:
      # Mount the redis data directory to the container.
      - ./volumes/redis/data:/data
    # Set the redis password when startup redis server.
    command: redis-server --requirepass ${REDIS_PASSWORD:-difyai123456}
    healthcheck:
      test:
        [
          "CMD-SHELL",
          "redis-cli -a ${REDIS_PASSWORD:-difyai123456} ping | grep -q PONG",
        ]

  # The DifySandbox
  sandbox:
    image: langgenius/dify-sandbox:0.2.15
    restart: always
    env_file:
      - path: ./envs/core-services/sandbox.env
        required: false
      - path: ./envs/security.env
        required: false
      - ./.env
    environment:
      # The DifySandbox configurations
      # Make sure you are changing this key for your deployment with a strong key.
      # You can generate a strong key using `openssl rand -base64 42`.
      API_KEY: ${SANDBOX_API_KEY:-dify-sandbox}
      GIN_MODE: ${SANDBOX_GIN_MODE:-release}
      WORKER_TIMEOUT: ${SANDBOX_WORKER_TIMEOUT:-15}
      ENABLE_NETWORK: ${SANDBOX_ENABLE_NETWORK:-true}
      HTTP_PROXY: ${SANDBOX_HTTP_PROXY:-http://ssrf_proxy:3128}
      HTTPS_PROXY: ${SANDBOX_HTTPS_PROXY:-http://ssrf_proxy:3128}
      SANDBOX_PORT: ${SANDBOX_PORT:-8194}
      PIP_MIRROR_URL: ${PIP_MIRROR_URL:-}
    volumes:
      - ./volumes/sandbox/dependencies:/dependencies
      - ./volumes/sandbox/conf:/conf
    healthcheck:
      test: ["CMD", "curl", "-f", "http://localhost:8194/health"]
    networks:
      - ssrf_proxy_network

  # Local sandbox for Dify Agent shell workspaces.
  # Network isolation: local_sandbox has NO direct route to `api`. Its only
  # networks are `agent_sandbox_network` (so agent_backend can reach it on 5004
  # for shellctl, and it can reach agent_backend directly) and
  # `local_sandbox_proxy_network` (so its egress is forced through
  # agent_ssrf_proxy).
  # All non-agent_backend/localhost traffic goes through the Squid forward proxy
  # on port 3128, which only allows agent_backend /agent-stub/ and the Dify API
  # /files/* endpoints (see ssrf_proxy/squid-agent.conf.template).
  local_sandbox:
    image: langgenius/dify-agent-local-sandbox:1.16.1
    restart: always
    env_file:
      - path: ./envs/core-services/local-sandbox.env
        required: false
    environment:
      - SHELLCTL_AUTH_TOKEN=${DIFY_AGENT_LOCAL_SANDBOX_AUTH_TOKEN:-${DIFY_AGENT_SHELLCTL_AUTH_TOKEN:-}}
      - HTTP_PROXY=http://agent_ssrf_proxy:3128
      - HTTPS_PROXY=http://agent_ssrf_proxy:3128
      - NO_PROXY=localhost,127.0.0.1
    healthcheck:
      test: ["CMD", "curl", "-f", "http://localhost:5004/healthz"]
      interval: 30s
      timeout: 5s
      retries: 3
      start_period: 10s
    networks:
      - agent_sandbox_network
      - local_sandbox_proxy_network

  # plugin daemon
  plugin_daemon:
    image: langgenius/dify-plugin-daemon:0.6.10-local
    restart: always
    env_file:
      - path: ./envs/core-services/shared.env
        required: false
      - path: ./envs/core-services/plugin-daemon.env
        required: false
      - path: ./envs/security.env
        required: false
      - path: ./envs/databases/db-postgres.env
        required: false
      - path: ./envs/databases/db-mysql.env
        required: false
      - path: ./envs/databases/redis.env
        required: false
      - ./.env
    networks:
      - ssrf_proxy_network
      - default
    environment:
      DB_DATABASE: ${DB_PLUGIN_DATABASE:-dify_plugin}
      DB_SSL_MODE: ${DB_SSL_MODE:-disable}
      SERVER_PORT: ${PLUGIN_DAEMON_PORT:-5002}
      SERVER_KEY: ${PLUGIN_DAEMON_KEY:-lYkiYYT6owG+71oLerGzA7GXCgOT++6ovaezWAjpCjf+Sjc3ZtU+qUEi}
      MAX_PLUGIN_PACKAGE_SIZE: ${PLUGIN_MAX_PACKAGE_SIZE:-52428800}
      PPROF_ENABLED: ${PLUGIN_PPROF_ENABLED:-false}
      DIFY_INNER_API_URL: ${PLUGIN_DIFY_INNER_API_URL:-http://api:5001}
      DIFY_INNER_API_KEY: ${PLUGIN_DIFY_INNER_API_KEY:-QaHbTe77CtuXmsfyhR7+vRjI/+XbV1AaFy691iy+kGDv2Jvy0/eAh8Y1}
      PLUGIN_REMOTE_INSTALLING_HOST: ${PLUGIN_DEBUGGING_HOST:-0.0.0.0}
      PLUGIN_REMOTE_INSTALLING_PORT: ${PLUGIN_DEBUGGING_PORT:-5003}
      PLUGIN_WORKING_PATH: ${PLUGIN_WORKING_PATH:-/app/storage/cwd}
      FORCE_VERIFYING_SIGNATURE: ${FORCE_VERIFYING_SIGNATURE:-true}
      PYTHON_ENV_INIT_TIMEOUT: ${PLUGIN_PYTHON_ENV_INIT_TIMEOUT:-120}
      PLUGIN_MAX_EXECUTION_TIMEOUT: ${PLUGIN_MAX_EXECUTION_TIMEOUT:-600}
      PLUGIN_STDIO_BUFFER_SIZE: ${PLUGIN_STDIO_BUFFER_SIZE:-1024}
      PLUGIN_STDIO_MAX_BUFFER_SIZE: ${PLUGIN_STDIO_MAX_BUFFER_SIZE:-5242880}
      PIP_MIRROR_URL: ${PIP_MIRROR_URL:-}
      PLUGIN_STORAGE_TYPE: ${PLUGIN_STORAGE_TYPE:-local}
      PLUGIN_STORAGE_LOCAL_ROOT: ${PLUGIN_STORAGE_LOCAL_ROOT:-/app/storage}
      PLUGIN_INSTALLED_PATH: ${PLUGIN_INSTALLED_PATH:-plugin}
      PLUGIN_PACKAGE_CACHE_PATH: ${PLUGIN_PACKAGE_CACHE_PATH:-plugin_packages}
      PLUGIN_MEDIA_CACHE_PATH: ${PLUGIN_MEDIA_CACHE_PATH:-assets}
      PLUGIN_STORAGE_OSS_BUCKET: ${PLUGIN_STORAGE_OSS_BUCKET:-}
      S3_USE_AWS_MANAGED_IAM: ${PLUGIN_S3_USE_AWS_MANAGED_IAM:-false}
      S3_USE_AWS: ${PLUGIN_S3_USE_AWS:-false}
      S3_ENDPOINT: ${PLUGIN_S3_ENDPOINT:-}
      S3_USE_PATH_STYLE: ${PLUGIN_S3_USE_PATH_STYLE:-false}
      AWS_ACCESS_KEY: ${PLUGIN_AWS_ACCESS_KEY:-}
      AWS_SECRET_KEY: ${PLUGIN_AWS_SECRET_KEY:-}
      AWS_REGION: ${PLUGIN_AWS_REGION:-}
      AZURE_BLOB_STORAGE_CONNECTION_STRING: ${PLUGIN_AZURE_BLOB_STORAGE_CONNECTION_STRING:-}
      AZURE_BLOB_STORAGE_CONTAINER_NAME: ${PLUGIN_AZURE_BLOB_STORAGE_CONTAINER_NAME:-}
      TENCENT_COS_SECRET_KEY: ${PLUGIN_TENCENT_COS_SECRET_KEY:-}
      TENCENT_COS_SECRET_ID: ${PLUGIN_TENCENT_COS_SECRET_ID:-}
      TENCENT_COS_REGION: ${PLUGIN_TENCENT_COS_REGION:-}
      ALIYUN_OSS_REGION: ${PLUGIN_ALIYUN_OSS_REGION:-}
      ALIYUN_OSS_ENDPOINT: ${PLUGIN_ALIYUN_OSS_ENDPOINT:-}
      ALIYUN_OSS_ACCESS_KEY_ID: ${PLUGIN_ALIYUN_OSS_ACCESS_KEY_ID:-}
      ALIYUN_OSS_ACCESS_KEY_SECRET: ${PLUGIN_ALIYUN_OSS_ACCESS_KEY_SECRET:-}
      ALIYUN_OSS_AUTH_VERSION: ${PLUGIN_ALIYUN_OSS_AUTH_VERSION:-v4}
      ALIYUN_OSS_PATH: ${PLUGIN_ALIYUN_OSS_PATH:-}
      VOLCENGINE_TOS_ENDPOINT: ${PLUGIN_VOLCENGINE_TOS_ENDPOINT:-}
      VOLCENGINE_TOS_ACCESS_KEY: ${PLUGIN_VOLCENGINE_TOS_ACCESS_KEY:-}
      VOLCENGINE_TOS_SECRET_KEY: ${PLUGIN_VOLCENGINE_TOS_SECRET_KEY:-}
      VOLCENGINE_TOS_REGION: ${PLUGIN_VOLCENGINE_TOS_REGION:-}
      SENTRY_ENABLED: ${PLUGIN_SENTRY_ENABLED:-false}
      SENTRY_DSN: ${PLUGIN_SENTRY_DSN:-}
    ports:
      - "${EXPOSE_PLUGIN_DEBUGGING_PORT:-5003}:${PLUGIN_DEBUGGING_PORT:-5003}"
    volumes:
      - ./volumes/plugin_daemon:/app/storage
    depends_on:
      db_postgres:
        condition: service_healthy
        required: false
      db_mysql:
        condition: service_healthy
        required: false
      oceanbase:
        condition: service_healthy
        required: false
      seekdb:
        condition: service_healthy
        required: false

  # Dify Agent backend service.
  agent_backend:
    image: langgenius/dify-agent-backend:1.16.1
    restart: always
    env_file:
      - path: ./envs/core-services/dify-agent.env
        required: false
      - path: ./envs/security.env
        required: false
      - path: ./envs/databases/redis.env
        required: false
      - ./.env
    environment:
      DIFY_AGENT_REDIS_URL: ${DIFY_AGENT_REDIS_URL:-redis://:${REDIS_PASSWORD:-difyai123456}@redis:6379/2}
      DIFY_AGENT_REDIS_PREFIX: ${DIFY_AGENT_REDIS_PREFIX:-dify-agent}
      DIFY_AGENT_PLUGIN_DAEMON_URL: ${DIFY_AGENT_PLUGIN_DAEMON_URL:-${PLUGIN_DAEMON_URL:-http://plugin_daemon:5002}}
      DIFY_AGENT_PLUGIN_DAEMON_API_KEY: ${DIFY_AGENT_PLUGIN_DAEMON_API_KEY:-${PLUGIN_DAEMON_KEY:-lYkiYYT6owG+71oLerGzA7GXCgOT++6ovaezWAjpCjf+Sjc3ZtU+qUEi}}
      DIFY_AGENT_INNER_API_URL: ${DIFY_AGENT_INNER_API_URL:-${PLUGIN_DIFY_INNER_API_URL:-http://api:5001}}
      DIFY_AGENT_INNER_API_KEY: ${DIFY_AGENT_INNER_API_KEY:-${PLUGIN_DIFY_INNER_API_KEY:-QaHbTe77CtuXmsfyhR7+vRjI/+XbV1AaFy691iy+kGDv2Jvy0/eAh8Y1}}
      DIFY_AGENT_RUNTIME_BACKEND: ${DIFY_AGENT_RUNTIME_BACKEND:-local}
      DIFY_AGENT_LOCAL_SANDBOX_ENDPOINT: ${DIFY_AGENT_LOCAL_SANDBOX_ENDPOINT:-${DIFY_AGENT_SHELLCTL_ENTRYPOINT:-http://local_sandbox:5004}}
      DIFY_AGENT_LOCAL_SANDBOX_AUTH_TOKEN: ${DIFY_AGENT_LOCAL_SANDBOX_AUTH_TOKEN:-${DIFY_AGENT_SHELLCTL_AUTH_TOKEN:-}}
      DIFY_AGENT_E2B_API_KEY: ${DIFY_AGENT_E2B_API_KEY:-${E2B_API_KEY:-${E2B_API_TOKEN:-}}}
      DIFY_AGENT_E2B_TEMPLATE: ${DIFY_AGENT_E2B_TEMPLATE:-difys-default-team/dify-agent-local-sandbox}
      # RuntimeLease active limit; its default matches the independently configurable Agent run deadline.
      DIFY_AGENT_E2B_ACTIVE_TIMEOUT_SECONDS: ${DIFY_AGENT_E2B_ACTIVE_TIMEOUT_SECONDS:-3600}
      DIFY_AGENT_E2B_SHELLCTL_AUTH_TOKEN: ${DIFY_AGENT_E2B_SHELLCTL_AUTH_TOKEN:-}
      DIFY_AGENT_E2B_SHELLCTL_PORT: ${DIFY_AGENT_E2B_SHELLCTL_PORT:-5004}
      DIFY_AGENT_STUB_API_BASE_URL: ${DIFY_AGENT_STUB_API_BASE_URL:-http://agent_backend:5050/agent-stub}
      DIFY_AGENT_SANDBOX_FILES_BASE_URL: ${DIFY_AGENT_SANDBOX_FILES_BASE_URL:-http://api:5001}
      # This is security-sensitive: it derives the JWE encryption key for Agent Stub bearer tokens.
      # Replace this development default in production.
      # Generate one with: python -c 'import secrets; print(secrets.token_urlsafe(32))'
      DIFY_AGENT_SERVER_SECRET_KEY: ${DIFY_AGENT_SERVER_SECRET_KEY:-MDEyMzQ1Njc4OWFiY2RlZjAxMjM0NTY3ODlhYmNkZWY}
      DIFY_AGENT_API_TOKEN: ${DIFY_AGENT_API_TOKEN:-dify-agent-run-token-for-dev-only}
      DIFY_AGENT_SHUTDOWN_GRACE_SECONDS: ${DIFY_AGENT_SHUTDOWN_GRACE_SECONDS:-30}
      DIFY_AGENT_RUN_RETENTION_SECONDS: ${DIFY_AGENT_RUN_RETENTION_SECONDS:-259200}
      # Pydantic AI run deadline; its default matches the independently configurable E2B active timeout.
      DIFY_AGENT_RUN_TIMEOUT_SECONDS: ${DIFY_AGENT_RUN_TIMEOUT_SECONDS:-3600}
    depends_on:
      redis:
        condition: service_started
      plugin_daemon:
        condition: service_started
    networks:
      - default
      # Shared internal network with local_sandbox so agent_backend can reach it
      # on port 5004 (shellctl entrypoint) while local_sandbox stays off `default`.
      - agent_sandbox_network

  # Dedicated SSRF proxy for the dify-agent local_sandbox.
  agent_ssrf_proxy:
    image: ubuntu/squid:latest
    restart: always
    volumes:
      - ./ssrf_proxy/squid-agent.conf.template:/etc/squid/squid.conf.template
      - ./ssrf_proxy/squid-common.conf.template:/etc/squid/dify_common.conf.template
      - ./ssrf_proxy/docker-agent-entrypoint.sh:/docker-entrypoint-mount.sh
    entrypoint:
      [
        "sh",
        "-c",
        "cp /docker-entrypoint-mount.sh /docker-entrypoint.sh && sed -i 's/\r$$//' /docker-entrypoint.sh && chmod +x /docker-entrypoint.sh && /docker-entrypoint.sh",
      ]
    environment:
      HTTP_PORT: ${SSRF_HTTP_PORT:-3128}
      COREDUMP_DIR: ${SSRF_COREDUMP_DIR:-/var/spool/squid}
    networks:
      # Needs to reach api and agent_backend as forward-proxy destinations.
      - default
      # Only agent_ssrf_proxy and local_sandbox share this internal network, so
      # the local_sandbox can reach Squid without gaining a direct route to `api`.
      - local_sandbox_proxy_network

  # ssrf_proxy server
  # for more information, please refer to
  # https://docs.dify.ai/learn-more/faq/install-faq#18-why-is-ssrf-proxy-needed%3F
  ssrf_proxy:
    image: ubuntu/squid:latest
    restart: always
    volumes:
      - ./ssrf_proxy/squid.conf.template:/etc/squid/squid.conf.template
      - ./ssrf_proxy/squid-common.conf.template:/etc/squid/dify_common.conf.template
      - ./ssrf_proxy/docker-entrypoint.sh:/docker-entrypoint-mount.sh
    entrypoint:
      [
        "sh",
        "-c",
        "cp /docker-entrypoint-mount.sh /docker-entrypoint.sh && sed -i 's/\r$$//' /docker-entrypoint.sh && chmod +x /docker-entrypoint.sh && /docker-entrypoint.sh",
      ]
    environment:
      # pls clearly modify the squid env vars to fit your network environment.
      HTTP_PORT: ${SSRF_HTTP_PORT:-3128}
      COREDUMP_DIR: ${SSRF_COREDUMP_DIR:-/var/spool/squid}
      SSRF_PROXY_ALLOW_PRIVATE_IPS: ${SSRF_PROXY_ALLOW_PRIVATE_IPS:-}
      SSRF_PROXY_ALLOW_PRIVATE_DOMAINS: ${SSRF_PROXY_ALLOW_PRIVATE_DOMAINS:-}
    networks:
      - ssrf_proxy_network
      - default

  # Certbot service
  # use `docker-compose --profile certbot up` to start the certbot service.
  certbot:
    image: certbot/certbot
    profiles:
      - certbot
    volumes:
      - ./volumes/certbot/conf:/etc/letsencrypt
      - ./volumes/certbot/www:/var/www/html
      - ./volumes/certbot/logs:/var/log/letsencrypt
      - ./volumes/certbot/conf/live:/etc/letsencrypt/live
      - ./certbot/update-cert.template.txt:/update-cert.template.txt
      - ./certbot/docker-entrypoint.sh:/docker-entrypoint.sh
    environment:
      - CERTBOT_EMAIL=${CERTBOT_EMAIL:-}
      - CERTBOT_DOMAIN=${CERTBOT_DOMAIN:-}
      - CERTBOT_OPTIONS=${CERTBOT_OPTIONS:-}
    entrypoint: ["/docker-entrypoint.sh"]
    command: ["tail", "-f", "/dev/null"]

  # The nginx reverse proxy.
  # used for reverse proxying the API service and Web service.
  nginx:
    image: nginx:latest
    restart: always
    volumes:
      - ./nginx/nginx.conf.template:/etc/nginx/nginx.conf.template
      - ./nginx/proxy.conf.template:/etc/nginx/proxy.conf.template
      - ./nginx/https.conf.template:/etc/nginx/https.conf.template
      - ./nginx/conf.d:/etc/nginx/conf.d
      - ./nginx/docker-entrypoint.sh:/docker-entrypoint-mount.sh
      - ./nginx/ssl:/etc/ssl # cert dir (legacy)
      - ./volumes/certbot/conf/live:/etc/letsencrypt/live # cert dir (with certbot container)
      - ./volumes/certbot/conf:/etc/letsencrypt
      - ./volumes/certbot/www:/var/www/html
    entrypoint:
      [
        "sh",
        "-c",
        "cp /docker-entrypoint-mount.sh /docker-entrypoint.sh && sed -i 's/\r$$//' /docker-entrypoint.sh && chmod +x /docker-entrypoint.sh && /docker-entrypoint.sh",
      ]
    environment:
      NGINX_SERVER_NAME: ${NGINX_SERVER_NAME:-_}
      NGINX_HTTPS_ENABLED: ${NGINX_HTTPS_ENABLED:-false}
      NGINX_SSL_PORT: ${NGINX_SSL_PORT:-443}
      NGINX_PORT: ${NGINX_PORT:-80}
      # You're required to add your own SSL certificates/keys to the `./nginx/ssl` directory
      # and modify the env vars below in .env if HTTPS_ENABLED is true.
      NGINX_SSL_CERT_FILENAME: ${NGINX_SSL_CERT_FILENAME:-dify.crt}
      NGINX_SSL_CERT_KEY_FILENAME: ${NGINX_SSL_CERT_KEY_FILENAME:-dify.key}
      NGINX_SSL_PROTOCOLS: ${NGINX_SSL_PROTOCOLS:-TLSv1.2 TLSv1.3}
      NGINX_WORKER_PROCESSES: ${NGINX_WORKER_PROCESSES:-auto}
      NGINX_CLIENT_MAX_BODY_SIZE: ${NGINX_CLIENT_MAX_BODY_SIZE:-100M}
      NGINX_KEEPALIVE_TIMEOUT: ${NGINX_KEEPALIVE_TIMEOUT:-65}
      NGINX_PROXY_READ_TIMEOUT: ${NGINX_PROXY_READ_TIMEOUT:-3600s}
      NGINX_PROXY_SEND_TIMEOUT: ${NGINX_PROXY_SEND_TIMEOUT:-3600s}
      NGINX_ENABLE_CERTBOT_CHALLENGE: ${NGINX_ENABLE_CERTBOT_CHALLENGE:-false}
      NGINX_SOCKET_IO_UPSTREAM: ${NGINX_SOCKET_IO_UPSTREAM:-api_websocket:5001}
      CERTBOT_DOMAIN: ${CERTBOT_DOMAIN:-}
    depends_on:
      - api
      - web
    ports:
      - "${EXPOSE_NGINX_PORT:-80}:${NGINX_PORT:-80}"
      - "${EXPOSE_NGINX_SSL_PORT:-443}:${NGINX_SSL_PORT:-443}"

  # The Weaviate vector store.
  weaviate:
    image: cr.weaviate.io/semitechnologies/weaviate:1.39.0
    profiles:
      - weaviate
    restart: always
    volumes:
      # Mount the Weaviate data directory to the con tainer.
      - ./volumes/weaviate:/var/lib/weaviate
    environment:
      # The Weaviate configurations
      # You can refer to the [Weaviate](https://weaviate.io/developers/weaviate/config-refs/env-vars) documentation for more information.
      PERSISTENCE_DATA_PATH: ${WEAVIATE_PERSISTENCE_DATA_PATH:-/var/lib/weaviate}
      QUERY_DEFAULTS_LIMIT: ${WEAVIATE_QUERY_DEFAULTS_LIMIT:-25}
      AUTHENTICATION_ANONYMOUS_ACCESS_ENABLED: ${WEAVIATE_AUTHENTICATION_ANONYMOUS_ACCESS_ENABLED:-false}
      DEFAULT_VECTORIZER_MODULE: ${WEAVIATE_DEFAULT_VECTORIZER_MODULE:-none}
      CLUSTER_HOSTNAME: ${WEAVIATE_CLUSTER_HOSTNAME:-node1}
      AUTHENTICATION_APIKEY_ENABLED: ${WEAVIATE_AUTHENTICATION_APIKEY_ENABLED:-true}
      AUTHENTICATION_APIKEY_ALLOWED_KEYS: ${WEAVIATE_AUTHENTICATION_APIKEY_ALLOWED_KEYS:-WVF5YThaHlkYwhGUSmCRgsX3tD5ngdN8pkih}
      AUTHENTICATION_APIKEY_USERS: ${WEAVIATE_AUTHENTICATION_APIKEY_USERS:-hello@dify.ai}
      AUTHORIZATION_ADMINLIST_ENABLED: ${WEAVIATE_AUTHORIZATION_ADMINLIST_ENABLED:-true}
      AUTHORIZATION_ADMINLIST_USERS: ${WEAVIATE_AUTHORIZATION_ADMINLIST_USERS:-hello@dify.ai}
      DISABLE_TELEMETRY: ${WEAVIATE_DISABLE_TELEMETRY:-false}
      ENABLE_TOKENIZER_GSE: ${WEAVIATE_ENABLE_TOKENIZER_GSE:-false}
      ENABLE_TOKENIZER_KAGOME_JA: ${WEAVIATE_ENABLE_TOKENIZER_KAGOME_JA:-false}
      ENABLE_TOKENIZER_KAGOME_KR: ${WEAVIATE_ENABLE_TOKENIZER_KAGOME_KR:-false}

  # OceanBase vector database
  oceanbase:
    image: oceanbase/oceanbase-ce:4.3.5-lts
    container_name: oceanbase
    profiles:
      - oceanbase
    restart: always
    volumes:
      - ./volumes/oceanbase/data:/root/ob
      - ./volumes/oceanbase/conf:/root/.obd/cluster
      - ./volumes/oceanbase/init.d:/root/boot/init.d
    environment:
      OB_MEMORY_LIMIT: ${OCEANBASE_MEMORY_LIMIT:-6G}
      OB_SYS_PASSWORD: ${OCEANBASE_VECTOR_PASSWORD:-difyai123456}
      OB_TENANT_PASSWORD: ${OCEANBASE_VECTOR_PASSWORD:-difyai123456}
      OB_CLUSTER_NAME: ${OCEANBASE_CLUSTER_NAME:-difyai}
      OB_SERVER_IP: 127.0.0.1
      MODE: mini
      LANG: C.UTF-8
      LC_ALL: C.UTF-8
    ports:
      - "${OCEANBASE_VECTOR_PORT:-2881}:2881"
    healthcheck:
      test:
        [
          "CMD-SHELL",
          'obclient -h127.0.0.1 -P2881 -uroot@test -p${OCEANBASE_VECTOR_PASSWORD:-difyai123456} -e "SELECT 1;"',
        ]
      interval: 10s
      retries: 30
      start_period: 30s
      timeout: 10s

  # seekdb vector database
  seekdb:
    image: oceanbase/seekdb:latest
    container_name: seekdb
    profiles:
      - seekdb
    restart: always
    volumes:
      - ./volumes/seekdb:/var/lib/oceanbase
    environment:
      ROOT_PASSWORD: ${OCEANBASE_VECTOR_PASSWORD:-difyai123456}
      MEMORY_LIMIT: ${SEEKDB_MEMORY_LIMIT:-2G}
      REPORTER: dify-ai-seekdb
    ports:
      - "${OCEANBASE_VECTOR_PORT:-2881}:2881"
    healthcheck:
      test:
        [
          "CMD-SHELL",
          'mysql -h127.0.0.1 -P2881 -uroot -p${OCEANBASE_VECTOR_PASSWORD:-difyai123456} -e "SELECT 1;"',
        ]
      interval: 5s
      retries: 60
      timeout: 5s

  # Qdrant vector store.
  # (if used, you need to set VECTOR_STORE to qdrant in the api & worker service.)
  qdrant:
    image: langgenius/qdrant:v1.8.3
    profiles:
      - qdrant
    restart: always
    volumes:
      - ./volumes/qdrant:/qdrant/storage
    environment:
      QDRANT_API_KEY: ${QDRANT_API_KEY:-difyai123456}

  # The Couchbase vector store.
  couchbase-server:
    build: ./couchbase-server
    profiles:
      - couchbase
    restart: always
    environment:
      - CLUSTER_NAME=dify_search
      - COUCHBASE_ADMINISTRATOR_USERNAME=${COUCHBASE_USER:-Administrator}
      - COUCHBASE_ADMINISTRATOR_PASSWORD=${COUCHBASE_PASSWORD:-password}
      - COUCHBASE_BUCKET=${COUCHBASE_BUCKET_NAME:-Embeddings}
      - COUCHBASE_BUCKET_RAMSIZE=512
      - COUCHBASE_RAM_SIZE=2048
      - COUCHBASE_EVENTING_RAM_SIZE=512
      - COUCHBASE_INDEX_RAM_SIZE=512
      - COUCHBASE_FTS_RAM_SIZE=1024
    hostname: couchbase-server
    container_name: couchbase-server
    working_dir: /opt/couchbase
    stdin_open: true
    tty: true
    entrypoint: [""]
    command: sh -c "/opt/couchbase/init/init-cbserver.sh"
    volumes:
      - ./volumes/couchbase/data:/opt/couchbase/var/lib/couchbase/data
    healthcheck:
      # ensure bucket was created before proceeding
      test:
        [
          "CMD-SHELL",
          "curl -s -f -u Administrator:password http://localhost:8091/pools/default/buckets | grep -q '\\[{' || exit 1",
        ]
      interval: 10s
      retries: 10
      start_period: 30s
      timeout: 10s

  # The pgvector vector database.
  pgvector:
    image: pgvector/pgvector:pg16
    profiles:
      - pgvector
    restart: always
    environment:
      PGUSER: ${PGVECTOR_PGUSER:-postgres}
      # The password for the default postgres user.
      POSTGRES_PASSWORD: ${PGVECTOR_POSTGRES_PASSWORD:-difyai123456}
      # The name of the default postgres database.
      POSTGRES_DB: ${PGVECTOR_POSTGRES_DB:-dify}
      # postgres data directory
      PGDATA: ${PGVECTOR_PGDATA:-/var/lib/postgresql/data/pgdata}
      # pg_bigm module for full text search
      PG_BIGM: ${PGVECTOR_PG_BIGM:-false}
      PG_BIGM_VERSION: ${PGVECTOR_PG_BIGM_VERSION:-1.2-20240606}
    volumes:
      - ./volumes/pgvector/data:/var/lib/postgresql/data
      - ./pgvector/docker-entrypoint.sh:/docker-entrypoint.sh
    entrypoint: ["/docker-entrypoint.sh"]
    healthcheck:
      test: ["CMD", "pg_isready"]
      interval: 1s
      timeout: 3s
      retries: 30

  # get image from https://www.vastdata.com.cn/
  vastbase:
    image: vastdata/vastbase-vector
    profiles:
      - vastbase
    restart: always
    environment:
      - VB_DBCOMPATIBILITY=PG
      - VB_DB=dify
      - VB_USERNAME=dify
      - VB_PASSWORD=Difyai123456
    ports:
      - "5434:5432"
    volumes:
      - ./vastbase/lic:/home/vastbase/vastbase/lic
      - ./vastbase/data:/home/vastbase/data
      - ./vastbase/backup:/home/vastbase/backup
      - ./vastbase/backup_log:/home/vastbase/backup_log
    healthcheck:
      test: ["CMD", "pg_isready"]
      interval: 1s
      timeout: 3s
      retries: 30

  # pgvecto-rs vector store
  pgvecto-rs:
    image: tensorchord/pgvecto-rs:pg16-v0.3.0
    profiles:
      - pgvecto-rs
    restart: always
    environment:
      PGUSER: ${PGVECTOR_PGUSER:-postgres}
      # The password for the default postgres user.
      POSTGRES_PASSWORD: ${PGVECTOR_POSTGRES_PASSWORD:-difyai123456}
      # The name of the default postgres database.
      POSTGRES_DB: ${PGVECTOR_POSTGRES_DB:-dify}
      # postgres data directory
      PGDATA: ${PGVECTOR_PGDATA:-/var/lib/postgresql/data/pgdata}
    volumes:
      - ./volumes/pgvecto_rs/data:/var/lib/postgresql/data
    healthcheck:
      test: ["CMD", "pg_isready"]
      interval: 1s
      timeout: 3s
      retries: 30

  # Chroma vector database
  chroma:
    image: ghcr.io/chroma-core/chroma:0.5.20
    profiles:
      - chroma
    restart: always
    volumes:
      - ./volumes/chroma:/chroma/chroma
    environment:
      CHROMA_SERVER_AUTHN_CREDENTIALS: ${CHROMA_SERVER_AUTHN_CREDENTIALS:-difyai123456}
      CHROMA_SERVER_AUTHN_PROVIDER: ${CHROMA_SERVER_AUTHN_PROVIDER:-chromadb.auth.token_authn.TokenAuthenticationServerProvider}
      IS_PERSISTENT: ${CHROMA_IS_PERSISTENT:-TRUE}

  # InterSystems IRIS vector database
  iris:
    image: containers.intersystems.com/intersystems/iris-community:2025.3
    profiles:
      - iris
    container_name: iris
    restart: always
    init: true
    ports:
      - "${IRIS_SUPER_SERVER_PORT:-1972}:1972"
      - "${IRIS_WEB_SERVER_PORT:-52773}:52773"
    volumes:
      - ./volumes/iris:/durable
      - ./iris/iris-init.script:/iris-init.script
      - ./iris/docker-entrypoint.sh:/custom-entrypoint.sh
    entrypoint: ["/custom-entrypoint.sh"]
    tty: true
    environment:
      TZ: ${IRIS_TIMEZONE:-UTC}
      ISC_DATA_DIRECTORY: /durable/iris

  # Oracle vector database
  oracle:
    image: container-registry.oracle.com/database/free:latest
    profiles:
      - oracle
    restart: always
    volumes:
      - source: oradata
        type: volume
        target: /opt/oracle/oradata
      - ./startupscripts:/opt/oracle/scripts/startup
    environment:
      ORACLE_PWD: ${ORACLE_PWD:-Dify123456}
      ORACLE_CHARACTERSET: ${ORACLE_CHARACTERSET:-AL32UTF8}

  # Milvus vector database services
  etcd:
    container_name: milvus-etcd
    image: quay.io/coreos/etcd:v3.5.5
    profiles:
      - milvus
    environment:
      ETCD_AUTO_COMPACTION_MODE: ${ETCD_AUTO_COMPACTION_MODE:-revision}
      ETCD_AUTO_COMPACTION_RETENTION: ${ETCD_AUTO_COMPACTION_RETENTION:-1000}
      ETCD_QUOTA_BACKEND_BYTES: ${ETCD_QUOTA_BACKEND_BYTES:-4294967296}
      ETCD_SNAPSHOT_COUNT: ${ETCD_SNAPSHOT_COUNT:-50000}
    volumes:
      - ./volumes/milvus/etcd:/etcd
    command: etcd -advertise-client-urls=http://127.0.0.1:2379 -listen-client-urls http://0.0.0.0:2379 --data-dir /etcd
    healthcheck:
      test: ["CMD", "etcdctl", "endpoint", "health"]
      interval: 30s
      timeout: 20s
      retries: 3
    networks:
      - milvus

  minio:
    container_name: milvus-minio
    image: minio/minio:RELEASE.2023-03-20T20-16-18Z
    profiles:
      - milvus
    environment:
      MINIO_ACCESS_KEY: ${MINIO_ACCESS_KEY:-minioadmin}
      MINIO_SECRET_KEY: ${MINIO_SECRET_KEY:-minioadmin}
    volumes:
      - ./volumes/milvus/minio:/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
    networks:
      - milvus

  milvus-standalone:
    container_name: milvus-standalone
    image: milvusdb/milvus:v2.6.3
    profiles:
      - milvus
    command: ["milvus", "run", "standalone"]
    environment:
      ETCD_ENDPOINTS: ${ETCD_ENDPOINTS:-etcd:2379}
      MINIO_ADDRESS: ${MINIO_ADDRESS:-minio:9000}
      common.security.authorizationEnabled: ${MILVUS_AUTHORIZATION_ENABLED:-true}
    volumes:
      - ./volumes/milvus/milvus:/var/lib/milvus
    healthcheck:
      test: ["CMD", "curl", "-f", "http://localhost:9091/healthz"]
      interval: 30s
      start_period: 90s
      timeout: 20s
      retries: 3
    depends_on:
      - etcd
      - minio
    ports:
      - 19530:19530
      - 9091:9091
    networks:
      - milvus

  # Opensearch vector database
  opensearch:
    container_name: opensearch
    image: opensearchproject/opensearch:latest
    profiles:
      - opensearch
    environment:
      discovery.type: ${OPENSEARCH_DISCOVERY_TYPE:-single-node}
      bootstrap.memory_lock: ${OPENSEARCH_BOOTSTRAP_MEMORY_LOCK:-true}
      OPENSEARCH_JAVA_OPTS: -Xms${OPENSEARCH_JAVA_OPTS_MIN:-512m} -Xmx${OPENSEARCH_JAVA_OPTS_MAX:-1024m}
      OPENSEARCH_INITIAL_ADMIN_PASSWORD: ${OPENSEARCH_INITIAL_ADMIN_PASSWORD:-Qazwsxedc!@#123}
    ulimits:
      memlock:
        soft: ${OPENSEARCH_MEMLOCK_SOFT:--1}
        hard: ${OPENSEARCH_MEMLOCK_HARD:--1}
      nofile:
        soft: ${OPENSEARCH_NOFILE_SOFT:-65536}
        hard: ${OPENSEARCH_NOFILE_HARD:-65536}
    volumes:
      - ./volumes/opensearch/data:/usr/share/opensearch/data
    networks:
      - opensearch-net

  opensearch-dashboards:
    container_name: opensearch-dashboards
    image: opensearchproject/opensearch-dashboards:latest
    profiles:
      - opensearch
    environment:
      OPENSEARCH_HOSTS: '["https://opensearch:9200"]'
    volumes:
      - ./volumes/opensearch/opensearch_dashboards.yml:/usr/share/opensearch-dashboards/config/opensearch_dashboards.yml
    networks:
      - opensearch-net
    depends_on:
      - opensearch

  # opengauss vector database.
  opengauss:
    image: opengauss/opengauss:7.0.0-RC1
    profiles:
      - opengauss
    privileged: true
    restart: always
    environment:
      GS_USERNAME: ${OPENGAUSS_USER:-postgres}
      GS_PASSWORD: ${OPENGAUSS_PASSWORD:-Dify@123}
      GS_PORT: ${OPENGAUSS_PORT:-6600}
      GS_DB: ${OPENGAUSS_DATABASE:-dify}
    volumes:
      - ./volumes/opengauss/data:/var/lib/opengauss/data
    healthcheck:
      test: ["CMD-SHELL", "netstat -lntp | grep tcp6 > /dev/null 2>&1"]
      interval: 10s
      timeout: 10s
      retries: 10
    ports:
      - ${OPENGAUSS_PORT:-6600}:${OPENGAUSS_PORT:-6600}

  # MyScale vector database
  myscale:
    container_name: myscale
    image: myscale/myscaledb:1.6.4
    profiles:
      - myscale
    restart: always
    tty: true
    volumes:
      - ./volumes/myscale/data:/var/lib/clickhouse
      - ./volumes/myscale/log:/var/log/clickhouse-server
      - ./volumes/myscale/config/users.d/custom_users_config.xml:/etc/clickhouse-server/users.d/custom_users_config.xml
    ports:
      - ${MYSCALE_PORT:-8123}:${MYSCALE_PORT:-8123}

  # Matrixone vector store.
  matrixone:
    hostname: matrixone
    image: matrixorigin/matrixone:2.1.1
    profiles:
      - matrixone
    restart: always
    volumes:
      - ./volumes/matrixone/data:/mo-data
    ports:
      - ${MATRIXONE_PORT:-6001}:${MATRIXONE_PORT:-6001}

  # https://www.elastic.co/guide/en/elasticsearch/reference/current/settings.html
  # https://www.elastic.co/guide/en/elasticsearch/reference/current/docker.html#docker-prod-prerequisites
  elasticsearch:
    image: docker.elastic.co/elasticsearch/elasticsearch:8.14.3
    container_name: elasticsearch
    profiles:
      - elasticsearch
      - elasticsearch-ja
    restart: always
    volumes:
      - ./elasticsearch/docker-entrypoint.sh:/docker-entrypoint-mount.sh
      - dify_es01_data:/usr/share/elasticsearch/data
    environment:
      ELASTIC_PASSWORD: ${ELASTICSEARCH_PASSWORD:-elastic}
      VECTOR_STORE: ${VECTOR_STORE:-}
      cluster.name: dify-es-cluster
      node.name: dify-es0
      discovery.type: single-node
      xpack.license.self_generated.type: basic
      xpack.security.enabled: "true"
      xpack.security.enrollment.enabled: "false"
      xpack.security.http.ssl.enabled: "false"
    ports:
      - ${ELASTICSEARCH_PORT:-9200}:9200
    deploy:
      resources:
        limits:
          memory: 2g
    entrypoint: ["sh", "-c", "sh /docker-entrypoint-mount.sh"]
    healthcheck:
      test:
        ["CMD", "curl", "-s", "http://localhost:9200/_cluster/health?pretty"]
      interval: 30s
      timeout: 10s
      retries: 50

  # https://www.elastic.co/guide/en/kibana/current/docker.html
  # https://www.elastic.co/guide/en/kibana/current/settings.html
  kibana:
    image: docker.elastic.co/kibana/kibana:8.14.3
    container_name: kibana
    profiles:
      - elasticsearch
    depends_on:
      - elasticsearch
    restart: always
    environment:
      XPACK_ENCRYPTEDSAVEDOBJECTS_ENCRYPTIONKEY: d1a66dfd-c4d3-4a0a-8290-2abcb83ab3aa
      NO_PROXY: localhost,127.0.0.1,elasticsearch,kibana
      XPACK_SECURITY_ENABLED: "true"
      XPACK_SECURITY_ENROLLMENT_ENABLED: "false"
      XPACK_SECURITY_HTTP_SSL_ENABLED: "false"
      XPACK_FLEET_ISAIRGAPPED: "true"
      I18N_LOCALE: zh-CN
      SERVER_PORT: "5601"
      ELASTICSEARCH_HOSTS: http://elasticsearch:9200
    ports:
      - ${KIBANA_PORT:-5601}:5601
    healthcheck:
      test: ["CMD-SHELL", "curl -s http://localhost:5601 >/dev/null || exit 1"]
      interval: 30s
      timeout: 10s
      retries: 3

  # unstructured .
  # (if used, you need to set ETL_TYPE to Unstructured in the api & worker service.)
  unstructured:
    image: downloads.unstructured.io/unstructured-io/unstructured-api:latest
    profiles:
      - unstructured
    restart: always
    volumes:
      - ./volumes/unstructured:/app/data

networks:
  # create a network between sandbox, api and ssrf_proxy, and can not access outside.
  ssrf_proxy_network:
    driver: bridge
    internal: true
  # Internal network shared only by agent_ssrf_proxy and local_sandbox.
  local_sandbox_proxy_network:
    driver: bridge
    internal: true
  # shellctl control channel (agent_backend -> local_sandbox:5004).
  # sandbox can access agent backend through this network, this is
  # a known limitation.
  #
  # The agent runtime respects HTTP(S)_PROXY, but arbitrary code execution
  # is still possible through the shellctl channel.
  agent_sandbox_network:
    driver: bridge
    internal: true
  milvus:
    driver: bridge
  opensearch-net:
    driver: bridge
    internal: true

volumes:
  oradata:
  dify_es01_data: