diff --git a/examples/How_to_handle_rate_limits.ipynb b/examples/How_to_handle_rate_limits.ipynb
index 35f6bf3..4b6c0a6 100644
--- a/examples/How_to_handle_rate_limits.ipynb
+++ b/examples/How_to_handle_rate_limits.ipynb
@@ -11,7 +11,7 @@
     "\n",
     "This guide shares tips for avoiding and handling rate limit errors.\n",
     "\n",
-    "To see an example script for throttling parallel requests to avoid rate limit errors, see [api_request_parallel_processor.py](api_request_parallel_processor.py).\n",
+    "To see an example script for throttling parallel requests to avoid rate limit errors, see [api_request_parallel_processor.py](https://github.com/openai/openai-cookbook/blob/main/examples/api_request_parallel_processor.py).\n",
     "\n",
     "## Why rate limits exist\n",
     "\n",