diff --git a/docs/extras/use_cases/more/graph/graph_falkordb_qa.ipynb b/docs/extras/use_cases/more/graph/graph_falkordb_qa.ipynb
index 49f85459a6743..c43e232975028 100644
--- a/docs/extras/use_cases/more/graph/graph_falkordb_qa.ipynb
+++ b/docs/extras/use_cases/more/graph/graph_falkordb_qa.ipynb
@@ -1,5 +1,27 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# FalkorDBQAChain"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "This notebook shows how to use LLMs to provide a natural language interface to FalkorDB database.\n",
+    "\n",
+    "FalkorDB is a low latency property graph database management system. You can simply run its docker locally:\n",
+    "\n",
+    "```bash\n",
+    "docker run -p 6379:6379 -it --rm falkordb/falkordb:edge\n",
+    "```\n",
+    "\n",
+    "Once launched, you can simply start creating a database on the local machine and connect to it."
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 1,