diff --git a/docs/extras/guides/evaluation/agent_benchmarking.ipynb b/docs/extras/guides/evaluation/agent_benchmarking.ipynb
index a08327a8d2..a5b5d3e19c 100644
--- a/docs/extras/guides/evaluation/agent_benchmarking.ipynb
+++ b/docs/extras/guides/evaluation/agent_benchmarking.ipynb
@@ -9,7 +9,7 @@
     "\n",
     "Here we go over how to benchmark performance of an agent on tasks where it has access to a calculator and a search tool.\n",
     "\n",
-    "It is highly reccomended that you do any evaluation/benchmarking with tracing enabled. See [here](https://langchain.readthedocs.io/en/latest/tracing.html) for an explanation of what tracing is and how to set it up."
+    "It is highly reccomended that you do any evaluation/benchmarking with tracing enabled. See [here](https://python.langchain.com/docs/guides/tracing/) for an explanation of what tracing is and how to set it up."
    ]
   },
   {
@@ -293,7 +293,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.1"
+   "version": "3.11.3"
   }
  },
  "nbformat": 4,