diff --git a/deploy/docker/entrypoint.sh b/deploy/docker/entrypoint.sh
index 6ba07cf368..6404ac8f2c 100755
--- a/deploy/docker/entrypoint.sh
+++ b/deploy/docker/entrypoint.sh
@@ -248,8 +248,14 @@ configure_supervisord() {
     fi
     if [[ $APPSMITH_REDIS_URL == *"localhost"* || $APPSMITH_REDIS_URL == *"127.0.0.1"* ]]; then
       cp "$SUPERVISORD_CONF_PATH/redis.conf" /etc/supervisor/conf.d/
+      # Initialize Redis rdb directory
+      local redis_db_path="$stacks_path/data/redis"
+      mkdir -p "$redis_db_path"
       # Enable saving Redis session data to disk more often, so recent sessions aren't cleared on restart.
-      sed -i 's/^# save 60 10000$/save 60 1/g' /etc/redis/redis.conf
+      sed -i \
+        -e 's/^save 60 10000$/save 15 1/g' \
+        -e "s|^dir /var/lib/redis$|dir ${redis_db_path}|g" \
+        /etc/redis/redis.conf
     fi
     if ! [[ -e "/appsmith-stacks/ssl/fullchain.pem" ]] || ! [[ -e "/appsmith-stacks/ssl/privkey.pem" ]]; then
       cp "$SUPERVISORD_CONF_PATH/cron.conf" /etc/supervisor/conf.d/