diff --git a/notebook/agentchat_cost_token_tracking.ipynb b/notebook/agentchat_cost_token_tracking.ipynb
index 7b3bab8666ff..5fa53790f90d 100644
--- a/notebook/agentchat_cost_token_tracking.ipynb
+++ b/notebook/agentchat_cost_token_tracking.ipynb
@@ -102,7 +102,7 @@
     "]\n",
     "```\n",
     "\n",
-    "You can set the value of config_list in any way you prefer. Please refer to this [notebook](https://github.com/microsoft/autogen/blob/main/notebook/oai_openai_utils.ipynb) for full code examples of the different methods."
+    "You can set the value of config_list in any way you prefer. Please refer to this [notebook](https://github.com/microsoft/autogen/blob/main/website/docs/llm_endpoint_configuration.ipynb) for full code examples of the different methods."
    ]
   },
   {
diff --git a/notebook/agentchat_function_call.ipynb b/notebook/agentchat_function_call.ipynb
index 7f92c56797ab..d70840d29f84 100644
--- a/notebook/agentchat_function_call.ipynb
+++ b/notebook/agentchat_function_call.ipynb
@@ -103,7 +103,7 @@
     "]\n",
     "```\n",
     "\n",
-    "You can set the value of config_list in any way you prefer. Please refer to this [notebook](https://github.com/microsoft/autogen/blob/main/notebook/oai_openai_utils.ipynb) for full code examples of the different methods."
+    "You can set the value of config_list in any way you prefer. Please refer to this [notebook](https://github.com/microsoft/autogen/blob/main/website/docs/llm_endpoint_configuration.ipynb) for full code examples of the different methods."
    ]
   },
   {
diff --git a/notebook/agentchat_function_call_currency_calculator.ipynb b/notebook/agentchat_function_call_currency_calculator.ipynb
index 6637a4a1ab2d..b8934e99e091 100644
--- a/notebook/agentchat_function_call_currency_calculator.ipynb
+++ b/notebook/agentchat_function_call_currency_calculator.ipynb
@@ -106,7 +106,7 @@
     "]\n",
     "```\n",
     "\n",
-    "You can set the value of config_list in any way you prefer. Please refer to this [notebook](https://github.com/microsoft/autogen/blob/main/notebook/oai_openai_utils.ipynb) for full code examples of the different methods."
+    "You can set the value of config_list in any way you prefer. Please refer to this [notebook](https://github.com/microsoft/autogen/blob/main/website/docs/llm_endpoint_configuration.ipynb) for full code examples of the different methods."
    ]
   },
   {
diff --git a/notebook/agentchat_groupchat.ipynb b/notebook/agentchat_groupchat.ipynb
index 28b0edd26c8c..f3c81ada6440 100644
--- a/notebook/agentchat_groupchat.ipynb
+++ b/notebook/agentchat_groupchat.ipynb
@@ -107,7 +107,7 @@
     "]\n",
     "```\n",
     "\n",
-    "You can set the value of config_list in any way you prefer. Please refer to this [notebook](https://github.com/microsoft/autogen/blob/main/notebook/oai_openai_utils.ipynb) for full code examples of the different methods."
+    "You can set the value of config_list in any way you prefer. Please refer to this [notebook](https://github.com/microsoft/autogen/blob/main/website/docs/llm_endpoint_configuration.ipynb) for full code examples of the different methods."
    ]
   },
   {
diff --git a/notebook/agentchat_groupchat_RAG.ipynb b/notebook/agentchat_groupchat_RAG.ipynb
index 1f5c20d95335..c1c7ab921b1a 100644
--- a/notebook/agentchat_groupchat_RAG.ipynb
+++ b/notebook/agentchat_groupchat_RAG.ipynb
@@ -101,7 +101,7 @@
     "]\n",
     "```\n",
     "\n",
-    "You can set the value of config_list in any way you prefer. Please refer to this [notebook](https://github.com/microsoft/autogen/blob/main/notebook/oai_openai_utils.ipynb) for full code examples of the different methods."
+    "You can set the value of config_list in any way you prefer. Please refer to this [notebook](https://github.com/microsoft/autogen/blob/main/website/docs/llm_endpoint_configuration.ipynb) for full code examples of the different methods."
    ]
   },
   {
diff --git a/notebook/agentchat_groupchat_research.ipynb b/notebook/agentchat_groupchat_research.ipynb
index 360ed11f4e40..146e20e08005 100644
--- a/notebook/agentchat_groupchat_research.ipynb
+++ b/notebook/agentchat_groupchat_research.ipynb
@@ -93,7 +93,7 @@
     "]\n",
     "```\n",
     "\n",
-    "You can set the value of config_list in any way you prefer. Please refer to this [notebook](https://github.com/microsoft/autogen/blob/main/notebook/oai_openai_utils.ipynb) for full code examples of the different methods."
+    "You can set the value of config_list in any way you prefer. Please refer to this [notebook](https://github.com/microsoft/autogen/blob/main/website/docs/llm_endpoint_configuration.ipynb) for full code examples of the different methods."
    ]
   },
   {
diff --git a/notebook/agentchat_groupchat_vis.ipynb b/notebook/agentchat_groupchat_vis.ipynb
index c935984955c3..cab178104c1a 100644
--- a/notebook/agentchat_groupchat_vis.ipynb
+++ b/notebook/agentchat_groupchat_vis.ipynb
@@ -110,7 +110,7 @@
     "]\n",
     "```\n",
     "\n",
-    "You can set the value of config_list in any way you prefer. Please refer to this [notebook](https://github.com/microsoft/autogen/blob/main/notebook/oai_openai_utils.ipynb) for full code examples of the different methods."
+    "You can set the value of config_list in any way you prefer. Please refer to this [notebook](https://github.com/microsoft/autogen/blob/main/website/docs/llm_endpoint_configuration.ipynb) for full code examples of the different methods."
    ]
   },
   {
diff --git a/notebook/agentchat_human_feedback.ipynb b/notebook/agentchat_human_feedback.ipynb
index d78b8a3f1d33..40e92f397224 100644
--- a/notebook/agentchat_human_feedback.ipynb
+++ b/notebook/agentchat_human_feedback.ipynb
@@ -102,7 +102,7 @@
     "]\n",
     "```\n",
     "\n",
-    "You can set the value of config_list in any way you prefer. Please refer to this [notebook](https://github.com/microsoft/autogen/blob/main/notebook/oai_openai_utils.ipynb) for full code examples of the different methods."
+    "You can set the value of config_list in any way you prefer. Please refer to this [notebook](https://github.com/microsoft/autogen/blob/main/website/docs/llm_endpoint_configuration.ipynb) for full code examples of the different methods."
    ]
   },
   {
diff --git a/notebook/agentchat_langchain.ipynb b/notebook/agentchat_langchain.ipynb
index 38623031bfb3..460da6da3aaa 100644
--- a/notebook/agentchat_langchain.ipynb
+++ b/notebook/agentchat_langchain.ipynb
@@ -139,7 +139,7 @@
     "]\n",
     "```\n",
     "\n",
-    "You can set the value of config_list in any way you prefer. Please refer to this [notebook](https://github.com/microsoft/autogen/blob/main/notebook/oai_openai_utils.ipynb) for full code examples of the different methods."
+    "You can set the value of config_list in any way you prefer. Please refer to this [notebook](https://github.com/microsoft/autogen/blob/main/website/docs/llm_endpoint_configuration.ipynb) for full code examples of the different methods."
    ]
   },
   {
diff --git a/notebook/agentchat_oai_assistant_groupchat.ipynb b/notebook/agentchat_oai_assistant_groupchat.ipynb
index d30ef0bab021..9c3767a3ff4e 100644
--- a/notebook/agentchat_oai_assistant_groupchat.ipynb
+++ b/notebook/agentchat_oai_assistant_groupchat.ipynb
@@ -62,7 +62,7 @@
     "]\n",
     "```\n",
     "\n",
-    "Currently Azure OpenAI does not support assistant api. You can set the value of config_list in any way you prefer. Please refer to this [notebook](https://github.com/microsoft/autogen/blob/main/notebook/oai_openai_utils.ipynb) for full code examples of the different methods."
+    "Currently Azure OpenAI does not support assistant api. You can set the value of config_list in any way you prefer. Please refer to this [notebook](https://github.com/microsoft/autogen/blob/main/website/docs/llm_endpoint_configuration.ipynb) for full code examples of the different methods."
    ]
   },
   {
diff --git a/notebook/agentchat_oai_code_interpreter.ipynb b/notebook/agentchat_oai_code_interpreter.ipynb
index c31c2f03881f..a6c8e570326e 100644
--- a/notebook/agentchat_oai_code_interpreter.ipynb
+++ b/notebook/agentchat_oai_code_interpreter.ipynb
@@ -64,7 +64,7 @@
     "]\n",
     "```\n",
     "\n",
-    "Currently Azure OpenAi does not support assistant api. You can set the value of config_list in any way you prefer. Please refer to this [notebook](https://github.com/microsoft/autogen/blob/main/notebook/oai_openai_utils.ipynb) for full code examples of the different methods."
+    "Currently Azure OpenAi does not support assistant api. You can set the value of config_list in any way you prefer. Please refer to this [notebook](https://github.com/microsoft/autogen/blob/main/website/docs/llm_endpoint_configuration.ipynb) for full code examples of the different methods."
    ]
   },
   {
diff --git a/notebook/agentchat_stream.ipynb b/notebook/agentchat_stream.ipynb
index 9a36f4b7be41..dd74ac5798c7 100644
--- a/notebook/agentchat_stream.ipynb
+++ b/notebook/agentchat_stream.ipynb
@@ -102,7 +102,7 @@
     "]\n",
     "```\n",
     "\n",
-    "You can set the value of config_list in any way you prefer. Please refer to this [notebook](https://github.com/microsoft/autogen/blob/main/notebook/oai_openai_utils.ipynb) for full code examples of the different methods."
+    "You can set the value of config_list in any way you prefer. Please refer to this [notebook](https://github.com/microsoft/autogen/blob/main/website/docs/llm_endpoint_configuration.ipynb) for full code examples of the different methods."
    ]
   },
   {
diff --git a/notebook/agentchat_two_users.ipynb b/notebook/agentchat_two_users.ipynb
index 4da4d90b2a27..658eaf5c1e1e 100644
--- a/notebook/agentchat_two_users.ipynb
+++ b/notebook/agentchat_two_users.ipynb
@@ -82,7 +82,7 @@
     "]\n",
     "```\n",
     "\n",
-    "You can set the value of config_list in any way you prefer. Please refer to this [notebook](https://github.com/microsoft/autogen/blob/main/notebook/oai_openai_utils.ipynb) for full code examples of the different methods."
+    "You can set the value of config_list in any way you prefer. Please refer to this [notebook](https://github.com/microsoft/autogen/blob/main/website/docs/llm_endpoint_configuration.ipynb) for full code examples of the different methods."
    ]
   },
   {
diff --git a/website/docs/Examples.md b/website/docs/Examples.md
index ed886a6d45f7..7a829fe2063b 100644
--- a/website/docs/Examples.md
+++ b/website/docs/Examples.md
@@ -87,7 +87,7 @@ Links to notebook examples:
 ## Enhanced Inferences
 ### Utilities
 - API Unification  - [View Documentation with Code Example](https://microsoft.github.io/autogen/docs/Use-Cases/enhanced_inference/#api-unification)
-- Utility Functions to Help Managing API configurations effectively - [View Notebook](https://github.com/microsoft/autogen/blob/main/notebook/oai_openai_utils.ipynb)
+- Utility Functions to Help Managing API configurations effectively - [View Notebook](/docs/llm_endpoint_configuration)
 - Cost Calculation - [View Notebook](https://github.com/microsoft/autogen/blob/main/notebook/oai_client_cost.ipynb)
 
 ### Inference Hyperparameters Tuning
diff --git a/website/docs/FAQ.md b/website/docs/FAQ.md
index 6a354b0b0d6e..e69c2f71d322 100644
--- a/website/docs/FAQ.md
+++ b/website/docs/FAQ.md
@@ -56,7 +56,7 @@ In `autogen` module there are [multiple helper functions](/docs/reference/oai/op
 - `config_list_from_models`: Creates configurations based on a provided list of models, useful when targeting specific models without manually specifying each configuration.
 - `config_list_from_dotenv`: Constructs a configuration list from a `.env` file, offering a consolidated way to manage multiple API configurations and keys from a single file.
 
-We suggest that you take a look at this [notebook](https://github.com/microsoft/autogen/blob/main/notebook/oai_openai_utils.ipynb) for full code examples of the different methods to configure your model endpoints.
+We suggest that you take a look at this [notebook](/docs/llm_endpoint_configuration) for full code examples of the different methods to configure your model endpoints.
 
 ### Use the constructed configuration list in agents
 
diff --git a/website/docs/Use-Cases/enhanced_inference.md b/website/docs/Use-Cases/enhanced_inference.md
index e81c7281e49b..f49c677bfa24 100644
--- a/website/docs/Use-Cases/enhanced_inference.md
+++ b/website/docs/Use-Cases/enhanced_inference.md
@@ -283,7 +283,7 @@ For convenience, we provide a number of utility functions to load config lists.
 - `config_list_from_models`: Creates configurations based on a provided list of models, useful when targeting specific models without manually specifying each configuration.
 - `config_list_from_dotenv`: Constructs a configuration list from a `.env` file, offering a consolidated way to manage multiple API configurations and keys from a single file.
 
-We suggest that you take a look at this [notebook](https://github.com/microsoft/autogen/blob/main/notebook/oai_openai_utils.ipynb) for full code examples of the different methods to configure your model endpoints.
+We suggest that you take a look at this [notebook](/docs/llm_endpoint_configuration) for full code examples of the different methods to configure your model endpoints.
 
 ### Logic error