diff --git a/Dockerfile b/Dockerfile
index 72a0bfa..09a343a 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,5 @@
-FROM python:2.7.13
+FROM python:2.7
+ENV DEBIAN_FRONTEND noninteractive
 
 COPY . /htools-api
 
@@ -7,4 +8,6 @@ WORKDIR /htools-api
 RUN pip install --upgrade pip
 RUN pip install -r requirements.txt
 
-CMD ["gunicorn", "healthtools.manage:app"]
+EXPOSE 8000
+
+CMD ["gunicorn", "--workers=2", "--bind=0.0.0.0:8000", "healthtools.manage:app"]
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..8f7ee60
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,29 @@
+version: "3.7"
+
+services:
+  elasticsearch:
+    image: elasticsearch:5.6.10
+    volumes:
+      - elasticsearch-data:/usr/share/elasticsearch/data
+    environment:
+      ES_JAVA_OPTS: -Xms512m -Xmx512m
+  
+  memcached:
+    image: memcached:1.5
+
+  web:
+    build: .
+    ports:
+      - "8000:8000"
+    depends_on:
+      - elasticsearch
+      - memcached
+    volumes:
+      - "./:/htools-api"
+    environment:
+      - PYTHONDONTWRITEBYTECODE="True"
+      - HTOOLS_ES_HOST=elasticsearch
+      - HTOOLS_MEMCACHED_URL=memcached:11211
+
+volumes:
+  elasticsearch-data: {}
\ No newline at end of file
diff --git a/requirements.txt b/requirements.txt
index f0ab0a9..b5b0476 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -12,7 +12,7 @@ emoji==0.5.0
 enum34==1.1.6
 Flask==0.12.2
 Flask-Cors==3.0.4
-futures==3.2.0
+futures==3.1.1
 gunicorn==19.7.1
 idna==2.6
 isort==4.3.4