diff --git a/python/example_code/medical-imaging/README.md b/python/example_code/medical-imaging/README.md
index f1210d18807..308b7402f98 100644
--- a/python/example_code/medical-imaging/README.md
+++ b/python/example_code/medical-imaging/README.md
@@ -1,4 +1,4 @@
-<!--Generated by WRITEME on 2023-10-13 17:49:16.323539 (UTC)-->
+<!--Generated by WRITEME on 2023-10-13 15:13:29.277439 (UTC)-->
 # HealthImaging code examples for the SDK for Python
 
 ## Overview
@@ -39,24 +39,32 @@ python -m pip install -r requirements.txt
 
 Code excerpts that show you how to call individual service functions.
 
-* [Add a tag to a resource](medical_imaging_basics.py#L391) (`TagResource`)
-* [Copy an image set](medical_imaging_basics.py#L337) (`CopyImageSet`)
-* [Create a data store](medical_imaging_basics.py#L21) (`CreateDatastore`)
-* [Delete a data store](medical_imaging_basics.py#L84) (`DeleteDatastore`)
-* [Delete an image set](medical_imaging_basics.py#L369) (`DeleteImageSet`)
-* [Get an image frame](medical_imaging_basics.py#L257) (`GetImageFrame`)
-* [Get data store properties](medical_imaging_basics.py#L41) (`GetDatastore`)
-* [Get image set properties](medical_imaging_basics.py#L202) (`GetImageSet`)
-* [Get import job properties](medical_imaging_basics.py#L131) (`GetDICOMImportJob`)
-* [Get metadata for an image set](medical_imaging_basics.py#L225) (`GetImageSetMetadata`)
-* [Import bulk data into a data store](medical_imaging_basics.py#L101) (`StartDICOMImportJob`)
-* [List data stores](medical_imaging_basics.py#L61) (`ListDatastores`)
-* [List image set versions](medical_imaging_basics.py#L284) (`ListImageSetVersions`)
-* [List import jobs for a data store](medical_imaging_basics.py#L152) (`ListDICOMImportJobs`)
-* [List tags for a resource](medical_imaging_basics.py#L427) (`ListTagsForResource`)
-* [Remove a tag from a resource](medical_imaging_basics.py#L409) (`UntagResource`)
-* [Search image sets](medical_imaging_basics.py#L176) (`SearchImageSets`)
-* [Update image set metadata](medical_imaging_basics.py#L310) (`UpdateImageSetMetadata`)
+* [Add a tag to a resource](medical_imaging_basics.py#L411) (`TagResource`)
+* [Copy an image set](medical_imaging_basics.py#L351) (`CopyImageSet`)
+* [Create a data store](medical_imaging_basics.py#L27) (`CreateDatastore`)
+* [Delete a data store](medical_imaging_basics.py#L90) (`DeleteDatastore`)
+* [Delete an image set](medical_imaging_basics.py#L389) (`DeleteImageSet`)
+* [Get an image frame](medical_imaging_basics.py#L271) (`GetImageFrame`)
+* [Get data store properties](medical_imaging_basics.py#L47) (`GetDatastore`)
+* [Get image set properties](medical_imaging_basics.py#L208) (`GetImageSet`)
+* [Get import job properties](medical_imaging_basics.py#L137) (`GetDICOMImportJob`)
+* [Get metadata for an image set](medical_imaging_basics.py#L234) (`GetImageSetMetadata`)
+* [Import bulk data into a data store](medical_imaging_basics.py#L107) (`StartDICOMImportJob`)
+* [List data stores](medical_imaging_basics.py#L67) (`ListDatastores`)
+* [List image set versions](medical_imaging_basics.py#L298) (`ListImageSetVersions`)
+* [List import jobs for a data store](medical_imaging_basics.py#L158) (`ListDICOMImportJobs`)
+* [List tags for a resource](medical_imaging_basics.py#L447) (`ListTagsForResource`)
+* [Remove a tag from a resource](medical_imaging_basics.py#L429) (`UntagResource`)
+* [Search image sets](medical_imaging_basics.py#L182) (`SearchImageSets`)
+* [Update image set metadata](medical_imaging_basics.py#L234) (`UpdateImageSetMetadata`)
+
+### Scenarios
+
+Code examples that show you how to accomplish a specific task by calling multiple
+functions within the same service.
+
+* [Tagging a data store](medical_imaging_basics.py)
+* [Tagging an image set](medical_imaging_basics.py)
 
 ## Run the examples
 
@@ -68,6 +76,42 @@ Code excerpts that show you how to call individual service functions.
 
 
 
+#### Tagging a data store
+
+This example shows you how to tag a HealthImaging data store.
+
+
+<!--custom.scenario_prereqs.medical-imaging_tagging_datastores.start-->
+<!--custom.scenario_prereqs.medical-imaging_tagging_datastores.end-->
+
+Start the example by running the following at a command prompt:
+
+```
+python medical_imaging_basics.py
+```
+
+
+<!--custom.scenarios.medical-imaging_tagging_datastores.start-->
+<!--custom.scenarios.medical-imaging_tagging_datastores.end-->
+
+#### Tagging an image set
+
+This example shows you how to tag a HealthImaging image set.
+
+
+<!--custom.scenario_prereqs.medical-imaging_tagging_imagesets.start-->
+<!--custom.scenario_prereqs.medical-imaging_tagging_imagesets.end-->
+
+Start the example by running the following at a command prompt:
+
+```
+python medical_imaging_basics.py
+```
+
+
+<!--custom.scenarios.medical-imaging_tagging_imagesets.start-->
+<!--custom.scenarios.medical-imaging_tagging_imagesets.end-->
+
 ### Tests
 
 ⚠ Running tests might result in charges to your AWS account.