diff --git a/docs/source/chat_local_cloud_guide.md b/docs/source/chat_local_cloud_guide.md
index ea2617ecc..66dbe3297 100644
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+++ b/docs/source/chat_local_cloud_guide.md
@@ -3,9 +3,12 @@
 
 This guide provides a streamlined setup to switch between local and cloud clients for text generation with Llama Stack’s `chat_completion` API. This setup enables automatic fallback to a cloud instance if the local client is unavailable.
 
+
 ### Pre-requisite
 Before you begin, please ensure Llama Stack is installed and the distribution are set up by following the [Getting Started Guide](https://llama-stack.readthedocs.io/en/latest/). You will need to run two distribution, a local and a cloud distribution, for this demo to work.
 
+<!--- [TODO: show how to create two distributions] --->
+
 ### Implementation
 
 1. **Set Up Local and Cloud Clients**