diff --git a/docs/docs/integrations/tools/bing_search.ipynb b/docs/docs/integrations/tools/bing_search.ipynb
index c91d5dbab4a..b0d59ac6ccb 100644
--- a/docs/docs/integrations/tools/bing_search.ipynb
+++ b/docs/docs/integrations/tools/bing_search.ipynb
@@ -15,8 +15,6 @@
    "source": [
     "This notebook goes over how to use the bing search component.\n",
     "\n",
-    "First, you need to set up the proper API keys and environment variables. To set it up, follow the instructions found [here](https://levelup.gitconnected.com/api-tutorial-how-to-use-bing-web-search-api-in-python-4165d5592a7e).\n",
-    "\n",
     "Then we will need to set some environment variables."
    ]
   },
diff --git a/libs/community/langchain_community/utilities/bing_search.py b/libs/community/langchain_community/utilities/bing_search.py
index 0c55a6b56e2..52c99352618 100644
--- a/libs/community/langchain_community/utilities/bing_search.py
+++ b/libs/community/langchain_community/utilities/bing_search.py
@@ -1,8 +1,4 @@
-"""Util that calls Bing Search.
-
-In order to set this up, follow instructions at:
-https://levelup.gitconnected.com/api-tutorial-how-to-use-bing-web-search-api-in-python-4165d5592a7e
-"""
+"""Util that calls Bing Search."""
 from typing import Dict, List
 
 import requests
@@ -11,11 +7,7 @@ from langchain_core.utils import get_from_dict_or_env
 
 
 class BingSearchAPIWrapper(BaseModel):
-    """Wrapper for Bing Search API.
-
-    In order to set this up, follow instructions at:
-    https://levelup.gitconnected.com/api-tutorial-how-to-use-bing-web-search-api-in-python-4165d5592a7e
-    """
+    """Wrapper for Bing Search API."""
 
     bing_subscription_key: str
     bing_search_url: str