Run Milvus with Docker Compose

This page illustrates how to launch a Milvus instance in Docker using Docker Compose.

Prerequisites

• Install Docker.
• Check the requirements for hardware and software prior to your installation.

Install Milvus

Milvus provides a Docker Compose configuration file in the Milvus repository. To install Milvus using Docker Compose, just run

# Download the configuration file
$ wget https://github.com/milvus-io/milvus/releases/download/v2.4.6/milvus-standalone-docker-compose.yml -O docker-compose.yml

# Start Milvus
$ sudo docker compose up -d

Creating milvus-etcd  ... done
Creating milvus-minio ... done
Creating milvus-standalone ... done

After starting up Milvus,

• Containers named milvus-standalone, milvus-minio, and milvus-etcd are up.
  • The milvus-etcd container does not expose any ports to the host and maps its data to volumes/etcd in the current folder.
  • The milvus-minio container serves ports 9090 and 9091 locally with the default authentication credentials and maps its data to volumes/minio in the current folder.
  • The milvus-standalone container serves ports 19530 locally with the default settings and maps its data to volumes/milvus in the current folder.

You can check if the containers are up and running using the following command:

$ sudo docker compose ps

      Name                     Command                  State                            Ports
--------------------------------------------------------------------------------------------------------------------
milvus-etcd         etcd -advertise-client-url ...   Up             2379/tcp, 2380/tcp
milvus-minio        /usr/bin/docker-entrypoint ...   Up (healthy)   9000/tcp
milvus-standalone   /tini -- milvus run standalone   Up             0.0.0.0:19530->19530/tcp, 0.0.0.0:9091->9091/tcp

You can stop and delete this container as follows

# Stop Milvus
$ sudo docker compose down

# Delete service data
$ sudo rm -rf volumes

What's next

Having installed Milvus in Docker, you can:

• Check Quickstart to see what Milvus can do.

• Learn the basic operations of Milvus:

  • Manage Databases
  • Manage Collections
  • Manage Partitions
  • Insert, Upsert & Delete
  • Single-Vector Search
  • Hybrid Search

• Upgrade Milvus Using Helm Chart.

• Scale your Milvus cluster.

• Deploy your Milvu cluster on clouds:

  • Amazon EKS
  • Google Cloud
  • Microsoft Azure

• Explore Milvus Backup, an open-source tool for Milvus data backups.

• Explore Birdwatcher, an open-source tool for debugging Milvus and dynamic configuration updates.

• Explore Attu, an open-source GUI tool for intuitive Milvus management.

• Monitor Milvus with Prometheus.