diff --git a/appdaemon/rootfs/etc/cont-init.d/appdaemon.sh b/appdaemon/rootfs/etc/cont-init.d/appdaemon.sh
index b63162a..169821d 100644
--- a/appdaemon/rootfs/etc/cont-init.d/appdaemon.sh
+++ b/appdaemon/rootfs/etc/cont-init.d/appdaemon.sh
@@ -90,7 +90,10 @@ fi
 # Install user configured/requested Python packages
 if bashio::config.has_value 'python_packages'; then
     for package in $(bashio::config 'python_packages'); do
-        pip3 install "$package" \
-            || bashio::exit.nok "Failed installing package ${package}"
+        pip3 install \
+            --prefer-binary \
+            --find-links "https://wheels.hass.io/alpine-3.10/${BUILD_ARCH}/" \
+            "$package" \
+                || bashio::exit.nok "Failed installing package ${package}"
     done
 fi