diff --git a/.github/workflows/publish-docker-image.yml b/.github/workflows/publish-docker-image.yml
index 0290ae2a0c..5b1e2eb652 100644
--- a/.github/workflows/publish-docker-image.yml
+++ b/.github/workflows/publish-docker-image.yml
@@ -54,6 +54,9 @@ jobs:
           flavor: |
             suffix=-full
 
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@d7f5e7f509e45cec5c76c4d5afdd7de93d0b3df5  # v4.1.0
+
       - name: Build and push base Docker image
         id: push
         uses: docker/build-push-action@10e90e3645eae34f1e60eeb005ba3a3d33f178e8  # v6.19.2
@@ -65,6 +68,7 @@ jobs:
             ${{ steps.meta.outputs.tags }}
             ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}:latest
           labels: ${{ steps.meta.outputs.labels }}
+          annotations: ${{ steps.meta.outputs.annotations }}
           cache-from: type=gha
           cache-to: type=gha,mode=max
 
@@ -77,6 +81,7 @@ jobs:
           push: true
           tags: ${{ steps.meta-full.outputs.tags }}
           labels: ${{ steps.meta-full.outputs.labels }}
+          annotations: ${{ steps.meta-full.outputs.annotations }}
           cache-from: type=gha
           cache-to: type=gha,mode=max