diff --git a/.github/workflows/docker-image.yml b/.github/workflows/docker-image.yml
index 73e9f81..b07d02b 100644
--- a/.github/workflows/docker-image.yml
+++ b/.github/workflows/docker-image.yml
@@ -28,3 +28,4 @@ jobs:
           push: true
           tags: gylfirst/chouettebot:latest,gylfirst/chouettebot:v0.0.${{ github.run_number }}
           platforms: linux/amd64, linux/arm/v6, linux/arm/v7, linux/arm64/v8, linux/386, linux/ppc64le, linux/s390x
+          target: prod
diff --git a/Dockerfile b/Dockerfile
index 1110005..e234541 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,11 +1,18 @@
 # Dockerfile for the python discord bot
-
-FROM python:3.12-alpine
+ARG PYTHON_VERSION=3.12
+FROM python:${PYTHON_VERSION}-alpine as build
 
 WORKDIR /usr/src/chouettebot
-
 COPY . .
-RUN pip --no-cache-dir install -r requirements.txt
+
+RUN wget -O - https://sh.rustup.rs | sh -s -- -y && \
+    PATH=$PATH:$HOME/.cargo/bin && \
+    python3 -m venv venv  && venv/bin/pip --no-cache-dir install -r requirements.txt
+
+FROM python:${PYTHON_VERSION}-alpine as prod
+
+WORKDIR /usr/src/chouettebot
+COPY --from=build /usr/src/chouettebot ./
 
 EXPOSE 8080
-CMD ["python3", "main.py"]
+CMD ["venv/bin/python3", "main.py"]