diff --git a/Dockerfile b/Dockerfile
index 715c233..3c4f0f3 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,6 +1,4 @@
-FROM python:3.8
-
-RUN apt update && apt install -y libsndfile1-dev libsndfile1 && apt clean
+FROM registry.kmlabz.com/birbnetes/ai-base-image
 
 ENV PIP_NO_CACHE_DIR=true
 ENV TZ Europe/Budapest
diff --git a/cnn_classification_service/main.py b/cnn_classification_service/main.py
index 9dadc51..84b7d5f 100644
--- a/cnn_classification_service/main.py
+++ b/cnn_classification_service/main.py
@@ -24,7 +24,7 @@ def message_callback(ch, method, properties, body):
 
 
 def main():
-    logging.basicConfig(filename="", format="%(asctime)s - %(name)s [%(levelname)s]: %(message)s",
+    logging.basicConfig(stream=sys.stdout, format="%(asctime)s - %(name)s [%(levelname)s]: %(message)s",
                         level=logging.DEBUG if '--debug' in sys.argv else logging.INFO)
 
     SENTRY_DSN = os.environ.get("SENTRY_DSN")
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..7672880
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,35 @@
+version: '3.4'
+
+networks:
+  cnn:
+    external: false
+
+services:
+  rabbitmq:
+    image: "rabbitmq:3-management"
+    hostname: "test-rabbitmq"
+    environment:
+      RABBITMQ_ERLANG_COOKIE: "akjahsfvbkueasnvfjkhsga"
+      RABBITMQ_DEFAULT_USER: "rabbitmq"
+      RABBITMQ_DEFAULT_PASS: "rabbitmq"
+      RABBITMQ_DEFAULT_VHOST: "/"
+    networks:
+      - cnn
+    ports:
+      - "127.0.0.1:15672:15672"
+      - "127.0.0.1:5672:5672"
+
+  cnn-service:
+    image: registry.kmlabz.com/birbnetes/cnn-classification-service
+    restart: always
+    depends_on:
+      - rabbitmq
+    environment:
+      SENTRY_DSN: https://094270eeb6a7450ead80e87d04cd7552@sentry.kmlabz.com/4
+      RELEASE_ID: compose
+      RELEASEMODE: dev
+      PIKA_URL: amqp://rabbitmq:rabbitmq@rabbitmq:5672/
+      PIKA_INPUT_EXCHANGE: wave
+      PIKA_OUTPUT_EXCHANGE: sample
+    networks:
+      - cnn