diff --git a/demo-python/code/e2e-demos/azure-ai-search-LM-custom-skill-demo.ipynb b/demo-python/code/e2e-demos/azure-ai-search-LM-custom-skill-demo.ipynb
index 6beefec..a93ae3a 100644
--- a/demo-python/code/e2e-demos/azure-ai-search-LM-custom-skill-demo.ipynb
+++ b/demo-python/code/e2e-demos/azure-ai-search-LM-custom-skill-demo.ipynb
@@ -62,7 +62,7 @@
    "source": [
     "# Azure Function App Deployment Instructions\n",
     "\n",
-    "Go to https://github.com/Azure-Samples/azure-search-power-skills and select either [AzureAIStudioCustomInferenceSkill](https://github.com/Azure-Samples/azure-search-power-skills/tree/main/AzureAIStudioCustomInferenceSkill) or [AzureOpenAICustomInferenceSkill](https://github.com/Azure-Samples/azure-search-power-skills/tree/main/AzureAIStudioCustomInferenceSkill) (or both if you want to leverage multiple language models)\n",
+    "Go to https://github.com/Azure-Samples/azure-search-power-skills and select either [ChatCompletionCustomSkill](https://github.com/Azure-Samples/azure-search-power-skills/tree/main/ChatCompletionCustomSkill) or [AzureOpenAICustomLanguageModelSkill](https://github.com/Azure-Samples/azure-search-power-skills/tree/main/AzureOpenAICustomLanguageModelSkill) (or both if you want to leverage multiple language models)\n",
     "\n",
     "## Prerequisites\n",
     "- Azure Functions Core Tools installed\n",