diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..59cf5d1
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,10 @@
+FROM python:3.9.5-alpine3.13
+WORKDIR /code
+ENV FASTAPI_APP=app.py
+ENV FASTAPI_RUN_HOST=0.0.0.0
+RUN apk add --no-cache gcc musl-dev linux-headers make
+COPY requirements.txt requirements.txt
+RUN pip install -r requirements.txt
+EXPOSE 5000
+COPY . .
+CMD ["python", "wsgi.py"]
diff --git a/README.md b/README.md
index 36c2ffa..4f935e8 100644
--- a/README.md
+++ b/README.md
@@ -35,10 +35,11 @@ Type "Y" to accept the message (which is just there to prevent you accidentally
 Finally run the app with
 
 ```
-python wsgi.py
+uvicorn wsgi.py
 ```
 
-Navigate to the posted URL in your terminal to be greeted with Swagger, where you can test out the API.
+Navigate to http://127.0.0.1:8000/docs to be greeted with Swagger,
+where you can test out the API.
 
 
 
@@ -52,3 +53,9 @@ pip install pytest
 pytest
 ```
 
+## Running via docker-compose
+```
+docker-compose up
+
+```
+
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..d748397
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,6 @@
+version: "3.9"
+services:
+  web:
+    build: .
+    ports:
+      - "5000:5000"
diff --git a/requirements.txt b/requirements.txt
index e196401..845cdec 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,12 +1,22 @@
+aiofiles==0.7.0
+aniso8601==7.0.0
 appdirs==1.4.4
 astroid==2.4.2
+async-exit-stack==1.0.1
+async-generator==1.10
 attrs==19.3.0
 black==19.10b0
 certifi==2020.6.20
 chardet==3.0.4
 click==7.1.2
+dnspython==2.1.0
+email-validator==1.1.2
 fastapi==0.58.1
 Flask==1.1.2
+Flask-SQLAlchemy==2.5.1
+graphene==2.1.8
+graphql-core==2.3.2
+graphql-relay==2.0.1
 h11==0.9.0
 httptools==0.1.1
 idna==2.10
@@ -21,9 +31,13 @@ mccabe==0.6.1
 more-itertools==8.4.0
 mypy==0.782
 mypy-extensions==0.4.3
+numpy==1.20.3
+orjson==3.5.2
 packaging==20.4
+pandas==1.2.4
 pathspec==0.8.0
 pluggy==0.13.1
+promise==2.3
 py==1.9.0
 pydantic==1.5.1
 pyhumps==1.3.1
@@ -31,14 +45,20 @@ pylint==2.5.3
 pyparsing==2.4.7
 pytest==5.4.3
 pytest-asyncio==0.14.0
+python-dateutil==2.8.1
+python-multipart==0.0.5
+pytz==2021.1
+PyYAML==5.4.1
 regex==2020.6.8
 requests==2.24.0
+Rx==1.6.1
 six==1.15.0
 SQLAlchemy==1.3.18
 starlette==0.13.4
 toml==0.10.1
 typed-ast==1.4.1
 typing-extensions==3.7.4.2
+ujson==4.0.2
 urllib3==1.25.9
 uvicorn==0.11.5
 uvloop==0.14.0