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The spam API is powered by http://spamassassin.apache.org/. Specifically we run spamd which we then communicate with to classify emails.
We run this as a separate container in the same k8s namespace. Simply run
kubectl apply -f spamassassin-k8s.yaml
Then deploy the spam service as normal.