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Milvus Standalone

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Milvus is an open-source vector database designed for processing large-scale vector data. It supports efficient similarity search and analysis, and is widely used in fields such as machine learning, deep learning, and artificial intelligence.

See Run Milvus with Docker Compose (Linux) for more information.

If you need authentication, please visit the official documentation to learn how to configure it.

Services

  • etcd: Metadata storage service.
  • minio: Object storage service.
  • milvus-standalone: The Milvus standalone service.
  • attu: The web-based management tool for Milvus.

Configuration

  • ETCD_VERSION: The version of the etcd image, default is v3.5.18.
  • MINIO_VERSION: The version of the Minio image, default is RELEASE.2024-12-18T13-15-44Z.
  • MILVUS_VERSION: The version of the Milvus image, default is v2.6.2.
  • ATTU_VERSION: The version of the Attu image, default is v2.6.0.
  • MINIO_ACCESS_KEY: The access key for Minio, default is minioadmin.
  • MINIO_SECRET_KEY: The secret key for Minio, default is minioadmin.
  • MINIO_PORT_OVERRIDE_API: The host port for the Minio API, default is 9000.
  • MINIO_PORT_OVERRIDE_WEBUI: The host port for the Minio Web UI, default is 9001.
  • MILVUS_PORT_OVERRIDE_HTTP: The host port for the Milvus HTTP service, default is 19530.
  • MILVUS_PORT_OVERRIDE_WEBUI: The host port for the Milvus Web UI, default is 9091.
  • ATTU_PORT: The host port for the Attu service, default is 8000.

Volumes

  • etcd_data: A volume for storing etcd data.
  • minio_data: A volume for storing Minio data.
  • milvus_data: A volume for storing Milvus data.