diff --git a/cookbook/LLaMA2_sql_chat.ipynb b/cookbook/LLaMA2_sql_chat.ipynb
index 86e4d1ec99..9316206ad9 100644
--- a/cookbook/LLaMA2_sql_chat.ipynb
+++ b/cookbook/LLaMA2_sql_chat.ipynb
@@ -125,7 +125,7 @@
    "id": "654b3577-baa2-4e12-a393-f40e5db49ac7",
    "metadata": {},
    "source": [
-    "## Query a SQL DB \n",
+    "## Query a SQL Database \n",
     "\n",
     "Follow the runnables workflow [here](https://python.langchain.com/docs/expression_language/cookbook/sql_db)."
    ]
@@ -151,6 +151,7 @@
     "# Prompt\n",
     "from langchain.prompts import ChatPromptTemplate\n",
     "\n",
+    "# Update the template based on the type of SQL Database like MySQL, Microsoft SQL Server and so on\n",
     "template = \"\"\"Based on the table schema below, write a SQL query that would answer the user's question:\n",
     "{schema}\n",
     "\n",