diff --git a/docs/src/understand/federation/img/federated-backend-architecture.drawio b/docs/src/understand/federation/img/federated-backend-architecture.drawio
index 4629ba73f3..701269d40a 100644
--- a/docs/src/understand/federation/img/federated-backend-architecture.drawio
+++ b/docs/src/understand/federation/img/federated-backend-architecture.drawio
@@ -1 +1,102 @@
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diff --git a/docs/src/understand/federation/img/federated-backend-architecture.png b/docs/src/understand/federation/img/federated-backend-architecture.png
index ad3bcbc591..90d44c4faa 100644
Binary files a/docs/src/understand/federation/img/federated-backend-architecture.png and b/docs/src/understand/federation/img/federated-backend-architecture.png differ