diff --git a/docs/modules/agents/agents/custom_llm_chat_agent.ipynb b/docs/modules/agents/agents/custom_llm_chat_agent.ipynb
index 9d5d224e104..c4b5e2d6cb7 100644
--- a/docs/modules/agents/agents/custom_llm_chat_agent.ipynb
+++ b/docs/modules/agents/agents/custom_llm_chat_agent.ipynb
@@ -89,7 +89,7 @@
    "id": "2e7a075c",
    "metadata": {},
    "source": [
-    "## Prompt Teplate\n",
+    "## Prompt Template\n",
     "\n",
     "This instructs the agent on what to do. Generally, the template should incorporate:\n",
     "    \n",