diff --git a/doc/tutorials/cloud/00_setup.ipynb b/doc/tutorials/cloud/00_setup.ipynb
index 91212601..2ab7a975 100644
--- a/doc/tutorials/cloud/00_setup.ipynb
+++ b/doc/tutorials/cloud/00_setup.ipynb
@@ -2,13 +2,13 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 19,
    "id": "initial_id",
    "metadata": {
     "collapsed": true,
     "ExecuteTime": {
-     "end_time": "2023-10-31T08:39:59.255115Z",
-     "start_time": "2023-10-31T08:39:58.937116Z"
+     "end_time": "2023-10-31T12:54:55.864998Z",
+     "start_time": "2023-10-31T12:54:55.794920Z"
     }
    },
    "outputs": [
@@ -16,13 +16,13 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Schema created in 76.59ms\n"
+      "Schema created in 55.96ms\n"
      ]
     }
    ],
    "source": [
     "%run ../setup_db.ipynb\n",
-    "conf = SandboxConfig(EXTERNAL_HOST_NAME=\"127.0.0.1\", HOST_PORT=8563)\n",
+    "conf = SandboxConfig(EXTERNAL_HOST_NAME=\"127.0.0.1\", HOST_PORT=8563, BUCKETFS_PORT=2580)\n",
     "setup_schema(conf)"
    ]
   },
@@ -58,6 +58,16 @@
    },
    "id": "39d3eb644ca970c5"
   },
+  {
+   "cell_type": "markdown",
+   "source": [
+    "# Retrieve the latest released jar file"
+   ],
+   "metadata": {
+    "collapsed": false
+   },
+   "id": "5d0ea9b81b7ee1b5"
+  },
   {
    "cell_type": "code",
    "execution_count": 3,
@@ -121,6 +131,142 @@
    },
    "id": "26a9c3d99a84c280"
   },
+  {
+   "cell_type": "markdown",
+   "source": [
+    "# Upload the jar to the bucketfs"
+   ],
+   "metadata": {
+    "collapsed": false
+   },
+   "id": "11f54801bd4f0e52"
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "outputs": [],
+   "source": [
+    "from exasol import bucketfs"
+   ],
+   "metadata": {
+    "collapsed": false,
+    "ExecuteTime": {
+     "end_time": "2023-10-31T13:04:56.196743Z",
+     "start_time": "2023-10-31T13:04:56.192806Z"
+    }
+   },
+   "id": "22c106f0dce7686c"
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 46,
+   "outputs": [],
+   "source": [
+    "UDFS_BUCKET = \"myudfs\""
+   ],
+   "metadata": {
+    "collapsed": false,
+    "ExecuteTime": {
+     "end_time": "2023-10-31T13:05:34.722940Z",
+     "start_time": "2023-10-31T13:05:34.716676Z"
+    }
+   },
+   "id": "76848da2905675e4"
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "outputs": [],
+   "source": [
+    "bfs_url = conf.BUCKETFS_URL_PREFIX + conf.EXTERNAL_BUCKETFS_HOST\n",
+    "bfs_creds = {\n",
+    "    UDFS_BUCKET: {\n",
+    "        \"username\": conf.BUCKETFS_USER,\n",
+    "        \"password\": conf.BUCKETFS_PASSWORD,\n",
+    "    } \n",
+    "}"
+   ],
+   "metadata": {
+    "collapsed": false,
+    "ExecuteTime": {
+     "end_time": "2023-10-31T13:04:56.818120Z",
+     "start_time": "2023-10-31T13:04:56.810084Z"
+    }
+   },
+   "id": "30f7167bfef7541f"
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "outputs": [],
+   "source": [
+    "svc = bucketfs.Service(bfs_url, bfs_creds)"
+   ],
+   "metadata": {
+    "collapsed": false,
+    "ExecuteTime": {
+     "end_time": "2023-10-31T13:04:57.776464Z",
+     "start_time": "2023-10-31T13:04:57.768738Z"
+    }
+   },
+   "id": "97cd73ff4671111b"
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 42,
+   "outputs": [],
+   "source": [
+    "bucket = svc[UDFS_BUCKET]"
+   ],
+   "metadata": {
+    "collapsed": false,
+    "ExecuteTime": {
+     "end_time": "2023-10-31T13:05:00.470849Z",
+     "start_time": "2023-10-31T13:05:00.457197Z"
+    }
+   },
+   "id": "7a1edeb504facdda"
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 50,
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Jar file is already present in the bucketfs\n"
+     ]
+    }
+   ],
+   "source": [
+    "jar_exists = local_jar_name in list(bucket)\n",
+    "if jar_exists:\n",
+    "    print(\"Jar file is already present in the bucketfs\")\n",
+    "else:\n",
+    "    print(\"Upload jar to bucketfs\")\n",
+    "    with local_jar_path.open(\"rb\") as fd:\n",
+    "        bucket.upload(local_jar_name, fd)    "
+   ],
+   "metadata": {
+    "collapsed": false,
+    "ExecuteTime": {
+     "end_time": "2023-10-31T13:09:47.544790Z",
+     "start_time": "2023-10-31T13:09:47.527581Z"
+    }
+   },
+   "id": "43231d82c5d3cef8"
+  },
+  {
+   "cell_type": "markdown",
+   "source": [
+    "# Create connection script"
+   ],
+   "metadata": {
+    "collapsed": false
+   },
+   "id": "54a1efeb33bc7a8"
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -129,7 +275,7 @@
    "metadata": {
     "collapsed": false
    },
-   "id": "321aa2e89281542c"
+   "id": "6a11f64e0fd52c71"
   }
  ],
  "metadata": {