diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml
index 779a804c4..eb6d5d36f 100644
--- a/docs/mkdocs.yml
+++ b/docs/mkdocs.yml
@@ -171,7 +171,7 @@ nav:
           - Visualize your graph: how-tos/visualization.ipynb
           - Add runtime configuration: how-tos/configuration.ipynb
           - Add node retries: how-tos/node-retries.ipynb
-          - How to force function calling agent to structure output: how-tos/react-agent-structured-output.ipynb
+          - How to return structured output from a ReAct agent: how-tos/react-agent-structured-output.ipynb
       - Prebuilt ReAct Agent:
           - Create a ReAct agent: how-tos/create-react-agent.ipynb
           - Add memory to a ReAct agent: how-tos/create-react-agent-memory.ipynb
diff --git a/examples/react-agent-structured-output.ipynb b/examples/react-agent-structured-output.ipynb
index 6ffd9775f..6bad5ad75 100644
--- a/examples/react-agent-structured-output.ipynb
+++ b/examples/react-agent-structured-output.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# How to force function calling agent to structure output\n",
+    "# How to return structured output with a ReAct style agent\n",
     "\n",
     "You might want your agent to return its output in a structured format. For example, if the output of the agent is used by some other downstream software, you may want the output to be in the same structured format every time the agent is invoked to ensure consistency.\n",
     "\n",
@@ -334,7 +334,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -348,9 +348,9 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.9"
+   "version": "3.11.1"
   }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
 }