diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS
index 0fd295f41803584..848ef7eb83a570d 100644
--- a/.github/CODEOWNERS
+++ b/.github/CODEOWNERS
@@ -28,6 +28,7 @@
 /src/content/release-notes/workers-ai.yaml @kathayl @G4brym @mchenco @daisyfaithauma @cloudflare/pcx-technical-writing
 /src/content/release-notes/ai-gateway.yaml @kathayl @G4brym @mchenco @daisyfaithauma @cloudflare/pcx-technical-writing
 /src/content/release-notes/vectorize.yaml @elithrar @mchenco @sejoker @cloudflare/pcx-technical-writing
+/src/content/docs/autorag/ @rita3ko @irvinebroque @aninibread @ToriLindsay @cloudflare/pcx-technical-writing
 
 # Analytics & Logs
 
diff --git a/src/assets/images/autorag/indexing.png b/src/assets/images/autorag/indexing.png
index 0e4af1c3a886faa..58855e8ee472684 100644
Binary files a/src/assets/images/autorag/indexing.png and b/src/assets/images/autorag/indexing.png differ