Update README.md

Author: pamelafox

README.md

@@ -36,22 +36,10 @@ You can run this template virtually by using GitHub Codespaces. The button will
 
 1. Open the template (this may take several minutes):
 
-    [![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](placeholder)
+    [![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://codespaces.new/Azure-Samples/rag-postgres-openai-python)
 
 2. Open a terminal window
-3. Sign in to your Azure account:
-
-    ```shell
-    azd auth login
-    ```
-
-4. Provision the resources and deploy the code:
-
-    ```shell
-    azd up
-    ```
-
-    You will be asked to select two locations, first a region for most of the resources (Container Apps, PostgreSQL), then a region specifically for the Azure OpenAI models. This project uses the gpt-3.5-turbo (version 0125) and text-embedding-ada-002 models which may not be available in all Azure regions. Check for [up-to-date region availability](https://learn.microsoft.com/azure/ai-services/openai/concepts/models#standard-deployment-model-availability) and select a region accordingly.
+3. Continue with the [deployment steps](#deployment)
 
 ### VS Code Dev Containers
 
@@ -63,6 +51,7 @@ A related option is VS Code Dev Containers, which will open the project in your
     [![Open in Dev Containers](https://img.shields.io/static/v1?style=for-the-badge&label=Dev%20Containers&message=Open&color=blue&logo=visualstudiocode)](placeholder)
 
 3. In the VS Code window that opens, once the project files show up (this may take several minutes), open a terminal window.
+4. Continue with the [deployment steps](#deployment)
 
 ### Local Environment
 
@@ -109,7 +98,7 @@ Once you've opened the project in [Codespaces](#github-codespaces), [Dev Contain
     azd up
     ```
 
-    This project uses gpt-3.5-turbo and text-embedding-ada-002 which may not be available in all Azure regions. Check for [up-to-date region availability](https://learn.microsoft.com/azure/ai-services/openai/concepts/models#standard-deployment-model-availability) and select a region during deployment accordingly.
+    You will be asked to select two locations, first a region for most of the resources (Container Apps, PostgreSQL), then a region specifically for the Azure OpenAI models. This project uses the gpt-3.5-turbo (version 0125) and text-embedding-ada-002 models which may not be available in all Azure regions. Check for [up-to-date region availability](https://learn.microsoft.com/azure/ai-services/openai/concepts/models#standard-deployment-model-availability) and select a region accordingly.
 
 ## Local Development