diff --git a/notebooks/memgraph-pydantic-simple.ipynb b/notebooks/memgraph-pydantic-simple.ipynb
index ede536b..0b1eaf1 100644
--- a/notebooks/memgraph-pydantic-simple.ipynb
+++ b/notebooks/memgraph-pydantic-simple.ipynb
@@ -19,60 +19,15 @@
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 4,
+   "cell_type": "markdown",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "John\n",
-      "{'labels_added': 1, 'labels_removed': 0, 'nodes_created': 1, 'nodes_deleted': 0, 'properties_set': 0, 'relationships_created': 0, 'relationships_deleted': 0}\n",
-      "John\n",
-      "MATCH (u:User {name: $name}) RETURN u.name AS name\n"
-     ]
-    }
-   ],
    "source": [
-    "from neo4j import GraphDatabase\n",
-    " \n",
-    "# Define correct URI and AUTH arguments (no AUTH by default)\n",
-    "URI = \"bolt://localhost:7687\"\n",
-    "AUTH = (\"\", \"\")\n",
-    " \n",
-    "with GraphDatabase.driver(URI, auth=AUTH) as client:\n",
-    "    # Check the connection\n",
-    "    client.verify_connectivity()\n",
-    " \n",
-    "    # Create a user in the database\n",
-    "    records, summary, keys = client.execute_query(\n",
-    "        \"CREATE (u:User {name: $name, password: $password}) RETURN u.name AS name;\",\n",
-    "        name=\"John\",\n",
-    "        password=\"pass\",\n",
-    "        database_=\"memgraph\",\n",
-    "    )\n",
-    " \n",
-    "    # Get the result\n",
-    "    for record in records:\n",
-    "        print(record[\"name\"])\n",
-    " \n",
-    "    # Print the query counters\n",
-    "    print(summary.counters)\n",
-    " \n",
-    "    # Find a user John in the database\n",
-    "    records, summary, keys = client.execute_query(\n",
-    "        \"MATCH (u:User {name: $name}) RETURN u.name AS name\",\n",
-    "        name=\"John\",\n",
-    "        database_=\"memgraph\",\n",
-    "    )\n",
-    " \n",
-    "    # Get the result\n",
-    "    for record in records:\n",
-    "        print(record[\"name\"])\n",
-    " \n",
-    "    # Print the query\n",
-    "    print(summary.query)"
+    "Run MemGraph with docker:\n",
+    "\n",
+    "```bash\n",
+    "curl https://install.memgraph.com | sh\n",
+    "docker run -it memgraph/mgconsole:latest [--host HOST_IP] [--port PORT]\n",
+    "```"
    ]
   },
   {
@@ -225,6 +180,7 @@
     "# Verify the data\n",
     "records, summary, keys = client.execute_query(\n",
     "    \"\"\"\n",
+    "    MATCH (p:Person)-[r]->(n)\n",
     "    RETURN p.name as person, type(r) as relationship, n.name as target\n",
     "    \"\"\",\n",
     "    database_=\"memgraph\"\n",
@@ -503,7 +459,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.undefined.undefined"
+   "version": "3.10.10"
   }
  },
  "nbformat": 4,