diff --git a/rag-demo.ipynb b/rag-demo.ipynb
index 256d0fe..6c4b4b7 100644
--- a/rag-demo.ipynb
+++ b/rag-demo.ipynb
@@ -9,6 +9,11 @@
     "%pip install openai pandas tiktoken langchain azure-identity azure-search-documents==11.4.0b8"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": []
+  },
   {
    "cell_type": "code",
    "execution_count": 189,
@@ -613,7 +618,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.6"
+   "version": "3.11.7"
   }
  },
  "nbformat": 4,