draft of the REST RAG quickstart doc

Author: HeidiSteen

articles/search/includes/quickstarts/search-get-started-rag-python.md

@@ -18,7 +18,6 @@ ms.date: 06/05/2025
   - [Enable semantic ranking](../../semantic-how-to-enable-disable.md).
 - [Visual Studio Code](https://code.visualstudio.com/download) with the [Python extension](https://marketplace.visualstudio.com/items?itemName=ms-python.python) and the [Jupyter package](https://pypi.org/project/jupyter/). For more information, see [Python in Visual Studio Code](https://code.visualstudio.com/docs/languages/python).
 
-
 ## Download file
 
 [Download a Jupyter notebook](https://github.com/Azure-Samples/azure-search-python-samples/tree/main/Quickstart-RAG) from GitHub to send the requests in this quickstart. For more information, see [Downloading files from GitHub](https://docs.github.com/get-started/start-your-journey/downloading-files-from-github).
@@ -58,7 +57,7 @@ Azure OpenAI is receiving the query and the search results from your local syste
 
 It can take several minutes for permissions to take effect.
 
-## Create an index
+## Update the hotels-sample-index
 
 A search index provides grounding data for the chat model. We recommend the hotels-sample-index, which can be created in minutes and runs on any search service tier. This index is created using built-in sample data.