diff --git a/Dockerfile b/Dockerfile
index 5fc4bd7..7fb2ca5 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -14,12 +14,31 @@ ENV APPRISE_ATTACH_DIR=/attach
 ENV APPRISE_PLUGIN_PATHS=/plugin
 ENV TZ=Etc/UTC
 
+FROM base AS builder
+
+# python-qpid-proton (AMQP 1.0) is installed here rather than through
+# requirements.txt because it must be compiled on Linux
+COPY ./requirements.txt /etc/requirements.txt
+
+RUN set -eux && \
+    echo "Installing build tools" && \
+        apt-get update -qq && \
+        DEBIAN_FRONTEND=noninteractive apt-get install -y -qq \
+            build-essential pkg-config libssl-dev git && \
+    echo "Building python wheels" && \
+        pip3 wheel --no-cache-dir -q --wheel-dir /wheels \
+            -r /etc/requirements.txt gunicorn supervisor \
+            python-qpid-proton
+
 FROM base AS runtime
 
 # Install requirements and gunicorn
 COPY ./requirements.txt /etc/requirements.txt
 
-RUN set -eux && \
+# The wheels from the builder are only mounted while installing, so they
+# do not take up space in the final image
+RUN --mount=type=bind,from=builder,source=/wheels,target=/wheels \
+    set -eux && \
     echo "Installing nginx" && \
         apt-get update -qq && \
         DEBIAN_FRONTEND=noninteractive apt-get install -y -qq \
@@ -29,7 +48,9 @@ RUN set -eux && \
         apt-get install -y -qq \
             curl sed git && \
     echo "Installing python requirements" && \
-        pip3 install --no-cache-dir -q -r /etc/requirements.txt gunicorn supervisor && \
+        pip3 install --no-cache-dir -q --no-index --find-links /wheels \
+            -r /etc/requirements.txt gunicorn supervisor \
+            python-qpid-proton && \
         pip freeze && \
     echo "Cleaning up" && \
         apt-get --yes autoremove --purge && \
diff --git a/pyproject.toml b/pyproject.toml
index 2ed4b44..5360860 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -44,6 +44,8 @@ dependencies = [
   "PGPy",
   "smpplib",
   "slixmpp >= 1.16.0",
+  # Provides amqp:// support for AMQP 0.9.1
+  "pika",
 ]
 
 [project.urls]
diff --git a/requirements.txt b/requirements.txt
index f85f30d..738d6f1 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -32,6 +32,10 @@ PGPy
 smpplib
 # For xmpp:// support
 slixmpp >= 1.16.0
+# Provides amqp:// support for AMQP 0.9.1
+pika
+# AMQP 1.0 (python-qpid-proton) must be compiled on Linux, so only the
+# Docker image installs it. Add it with: pip install python-qpid-proton
 
 # prometheus metrics
 django-prometheus