STAGE 1: INGESTION STAGE 2: ROUTING STAGE 3: PROCESSING & CACHE STAGE 4: ENCODING req string bytes hit miss INPUTS COG SERVICE MODERATION BILLING VALIDATE & ROUTE TEXT BRANCH IMAGE BRANCH LOCAL CACHE GCS BUCKET CLIP ENCODER EMBEDDING