diff --git a/Dockerfile b/Dockerfile
index d8ff8c8b5..a88710371 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -53,7 +53,7 @@ ARG TARGETARCH
 # Can be workflow provided, defaults set for manual building
 ARG JBIG2ENC_VERSION=0.29
 ARG QPDF_VERSION=11.9.0
-ARG GS_VERSION=10.02.1
+ARG GS_VERSION=10.03.1
 
 # Set Python environment variables
 ENV PYTHONDONTWRITEBYTECODE=1 \
@@ -128,17 +128,17 @@ RUN set -eux \
         && dpkg --install ./qpdf_${QPDF_VERSION}-1_${TARGETARCH}.deb \
       && echo "Installing Ghostscript ${GS_VERSION}" \
         && curl --fail --silent --show-error --location \
-          --output libgs10_${GS_VERSION}.dfsg-2_${TARGETARCH}.deb \
-          https://github.com/paperless-ngx/builder/releases/download/ghostscript-${GS_VERSION}/libgs10_${GS_VERSION}.dfsg-1_${TARGETARCH}.deb \
+          --output libgs10_${GS_VERSION}.dfsg.git20240518-1_${TARGETARCH}.deb \
+          https://github.com/paperless-ngx/builder/releases/download/ghostscript-${GS_VERSION}/libgs10_${GS_VERSION}.dfsg.git20240518-1_${TARGETARCH}.deb \
         && curl --fail --silent --show-error --location \
-          --output ghostscript_${GS_VERSION}.dfsg-2_${TARGETARCH}.deb \
-          https://github.com/paperless-ngx/builder/releases/download/ghostscript-${GS_VERSION}/ghostscript_${GS_VERSION}.dfsg-1_${TARGETARCH}.deb \
+          --output ghostscript_${GS_VERSION}.dfsg.git20240518-1_${TARGETARCH}.deb \
+          https://github.com/paperless-ngx/builder/releases/download/ghostscript-${GS_VERSION}/ghostscript_${GS_VERSION}.dfsg.git20240518-1_${TARGETARCH}.deb \
         && curl --fail --silent --show-error --location \
-          --output libgs10-common_${GS_VERSION}.dfsg-2_all.deb \
-          https://github.com/paperless-ngx/builder/releases/download/ghostscript-${GS_VERSION}/libgs10-common_${GS_VERSION}.dfsg-1_all.deb \
-        && dpkg --install ./libgs10-common_${GS_VERSION}.dfsg-2_all.deb \
-        && dpkg --install ./libgs10_${GS_VERSION}.dfsg-2_${TARGETARCH}.deb \
-        && dpkg --install ./ghostscript_${GS_VERSION}.dfsg-2_${TARGETARCH}.deb \
+          --output libgs10-common_${GS_VERSION}.dfsg.git20240518-1_all.deb \
+          https://github.com/paperless-ngx/builder/releases/download/ghostscript-${GS_VERSION}/libgs10-common_${GS_VERSION}.dfsg.git20240518-1_all.deb \
+        && dpkg --install ./libgs10-common_${GS_VERSION}.dfsg.git20240518-1_all.deb \
+        && dpkg --install ./libgs10_${GS_VERSION}.dfsg.git20240518-1_${TARGETARCH}.deb \
+        && dpkg --install ./ghostscript_${GS_VERSION}.dfsg.git20240518-1_${TARGETARCH}.deb \
       && echo "Installing jbig2enc" \
         && curl --fail --silent --show-error --location \
           --output jbig2enc_${JBIG2ENC_VERSION}-1_${TARGETARCH}.deb \
diff --git a/docs/setup.md b/docs/setup.md
index 6d1dc553c..52e4453bf 100644
--- a/docs/setup.md
+++ b/docs/setup.md
@@ -300,8 +300,17 @@ supported.
     - `libatlas-base-dev`
     - `libxslt1-dev`
 
-    You will also need `build-essential`, `python3-setuptools` and
-    `python3-wheel` for installing some of the python dependencies.
+    You will also need these for installing some of the python dependencies:
+
+    - `build-essential`
+    - `python3-setuptools`
+    - `python3-wheel`
+
+    Use this list for your preferred package management:
+
+    ```
+    build-essential python3-setuptools python3-wheel
+    ```
 
 2.  Install `redis` >= 6.0 and configure it to start automatically.