Adjusted for PIA

Author: Matthew Harris

README.md

@@ -16,7 +16,12 @@ can be found by going into 'Actions' in GitHub and manually triggering the build
 
 ### Deploy components
 
-You can use the button as displayed in GitHub, or ...
+You can use the button as displayed in GitHub ...
+
+[![Deploy to Azure](https://aka.ms/deploytoazurebutton)](https://portal.azure.com/#create/Microsoft.Template/uri/https%3A%2F%2Fraw.githubusercontent.com%2Fjelledruyts%2Fazure-ai-search-lab%2Fmain%2Fazuredeploy.json)
+
+
+Or ...
 
 If you install Azure CLI, these templates can be deoplyed with ...