diff --git a/README.md b/README.md
index c6d4b11..e15f372 100644
--- a/README.md
+++ b/README.md
@@ -278,6 +278,16 @@ After checking out the repo, run `bin/setup` to install dependencies. Then, run
 
 To install this gem onto your local machine, run `bundle exec rake install`. To release a new version, update the version number in `version.rb`, and then run `bundle exec rake release`, which will create a git tag for the version, push git commits and the created tag, and push the `.gem` file to [rubygems.org](https://rubygems.org).
 
+## Development with Docker
+
+Run `docker compose run --rm ruby_app bash` and install required gems (`bundle install`). It will give you a fully working development environment with Milvius services and gem's code.
+
+For example inside docker container run `bin/console` and inside the ruby console:
+```ruby
+client = Milvus::Client.new(url: ENV["MILVUS_URL"])
+client.collections.list
+```
+
 ## Contributing
 
 Bug reports and pull requests are welcome on GitHub at https://github.com/patterns-ai-core/milvus.
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..ca5e4b1
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,77 @@
+services:
+  ruby_app:
+    image: ruby:bullseye
+    working_dir: /usr/src/app
+    volumes:
+      - .:/usr/src/app
+      - bundle:/usr/local/bundle
+    depends_on:
+      - standalone
+    environment:
+      MILVUS_URL: "http://standalone:19530"
+
+  etcd:
+    container_name: milvus-etcd
+    image: quay.io/coreos/etcd:v3.5.5
+    environment:
+      - ETCD_AUTO_COMPACTION_MODE=revision
+      - ETCD_AUTO_COMPACTION_RETENTION=1000
+      - ETCD_QUOTA_BACKEND_BYTES=4294967296
+      - ETCD_SNAPSHOT_COUNT=50000
+    volumes:
+      - ${DOCKER_VOLUME_DIRECTORY:-.}/volumes/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
+
+  minio:
+    container_name: milvus-minio
+    image: minio/minio:RELEASE.2023-03-20T20-16-18Z
+    environment:
+      MINIO_ACCESS_KEY: minioadmin
+      MINIO_SECRET_KEY: minioadmin
+    ports:
+      - "9001:9001"
+      - "9000:9000"
+    volumes:
+      - ${DOCKER_VOLUME_DIRECTORY:-.}/volumes/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
+
+  standalone:
+    container_name: milvus-standalone
+    image: milvusdb/milvus:v2.4.5
+    command: ["milvus", "run", "standalone"]
+    security_opt:
+      - seccomp:unconfined
+    environment:
+      ETCD_ENDPOINTS: etcd:2379
+      MINIO_ADDRESS: minio:9000
+    volumes:
+      - ${DOCKER_VOLUME_DIRECTORY:-.}/volumes/milvus:/var/lib/milvus
+    healthcheck:
+      test: ["CMD", "curl", "-f", "http://localhost:9091/healthz"]
+      interval: 30s
+      start_period: 90s
+      timeout: 20s
+      retries: 3
+    ports:
+      - "19530:19530"
+      - "9091:9091"
+    depends_on:
+      - "etcd"
+      - "minio"
+
+networks:
+  default:
+    name: milvus
+
+volumes:
+  bundle: