diff --git a/examples/organization/README.md b/examples/organization/README.md
index e97a612..fa9ed7a 100644
--- a/examples/organization/README.md
+++ b/examples/organization/README.md
@@ -2,7 +2,7 @@
 
 This example deploys Cloud Connector into a GCP organizational GCP account.
 
-![single project diagram]()
+![single project diagram](https://github.com/sysdiglabs/terraform-google-secure-for-cloud/blob/master/examples/organization/diagram-org.png?raw=true)
 
 <!-- BEGINNING OF PRE-COMMIT-TERRAFORM DOCS HOOK -->
 ## Requirements
diff --git a/examples/single-project/README.md b/examples/single-project/README.md
index c1c0b37..9a6b25d 100644
--- a/examples/single-project/README.md
+++ b/examples/single-project/README.md
@@ -4,7 +4,7 @@ This example deploys Cloud Connector and Cloud Scanning into a GCP account.
 
 All the resources will be run in a single project.
 
-![single project diagram]()
+![single project diagram](https://github.com/sysdiglabs/terraform-google-secure-for-cloud/blob/master/examples/single-project/diagram-single.png?raw=true)
 
 ## Prerequisits
 
diff --git a/examples/single-project/diagram-single.png b/examples/single-project/diagram-single.png
deleted file mode 100644
index 7dca7f3..0000000
Binary files a/examples/single-project/diagram-single.png and /dev/null differ
diff --git a/examples/single-project/diagram-single.py b/examples/single-project/diagram-single.py
index 88c4fd1..8de74d1 100644
--- a/examples/single-project/diagram-single.py
+++ b/examples/single-project/diagram-single.py
@@ -1,5 +1,4 @@
 # diagrams as code vía https://diagrams.mingrammer.com
-
 from diagrams import Cluster, Diagram, Edge
 from diagrams.gcp.analytics import PubSub
 from diagrams.gcp.compute import Run