diff --git a/Dockerfile b/Dockerfile
index 6d68dcf..82932d2 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -7,11 +7,14 @@ RUN npm install
 RUN echo "VITE_APIURL=/api/v1" > .env.production
 RUN npm run build
 
-FROM python:3.11-alpine as runner
+FROM python:3.11-alpine as python-builder
 
-LABEL org.opencontainers.image.source=https://github.com/Donkie/Spoolman
-LABEL org.opencontainers.image.description="Keep track of your inventory of 3D-printer filament spools."
-LABEL org.opencontainers.image.licenses=MIT
+RUN    apk update \
+    && apk add \
+    build-base \
+    python3-dev \
+    gcc \
+    libc-dev
 
 # Add local user so we don't run as root
 RUN adduser -D app
@@ -32,9 +35,28 @@ COPY --chown=app:app README.md /home/app/spoolman/
 WORKDIR /home/app/spoolman
 RUN pip install -e .
 
+FROM python:3.11-alpine as python-runner
+
+LABEL org.opencontainers.image.source=https://github.com/Donkie/Spoolman
+LABEL org.opencontainers.image.description="Keep track of your inventory of 3D-printer filament spools."
+LABEL org.opencontainers.image.licenses=MIT
+
+# Add local user so we don't run as root
+RUN adduser -D app
+USER app
+
 # Copy built client
 COPY --chown=app:app --from=client-builder /client/dist /home/app/spoolman/client/dist
 
+# Copy built app
+COPY --chown=app:app --from=python-builder /home/app/.local /home/app/.local
+COPY --chown=app:app --from=python-builder /home/app/spoolman /home/app/spoolman
+
+WORKDIR /home/app/spoolman
+
+ENV PATH="/home/app/.local/bin:${PATH}"
+ENV PYTHONPATH="/home/app/spoolman:${PYTHONPATH}"
+
 # Run command
 EXPOSE 8000
 ENTRYPOINT ["uvicorn", "spoolman.main:app"]
diff --git a/requirements.txt b/requirements.txt
index 1af54ef..63e0cae 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,4 +1,8 @@
-uvicorn[standard]==0.21.1
+# Uvicorn and some of its optional dependencies
+uvicorn==0.22.0
+httptools>=0.5.0; platform_machine != 'armv7l'
+uvloop>=0.14.0,!=0.15.0,!=0.15.1; platform_machine != 'armv7l' and sys_platform != 'win32' and (sys_platform != 'cygwin' and platform_python_implementation != 'PyPy')
+
 fastapi==0.95.0
 SQLAlchemy[asyncio,aiomysql,postgresql_asyncpg,aiosqlite]==2.0.15
 pydantic==1.10.7