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tag_and_embed: Camie + SigLIP on one image (video → 10-frame sample, max-pool tags, mean-pool embeddings), stores predictions/embedding with model versions, then enqueues per-image allowlist apply. backfill: keyset-paginated discovery of images missing predictions/embeddings for the current model versions (restart-safe). apply_allowlist_tags stub included so .delay() resolves between commits (filled in Task 9). Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>