Videos now route through a 10-frame sampling branch (configurable via
VIDEO_ML_FRAMES env) instead of the previous unsupported_format early
return. WD14 predictions are aggregated by max-confidence per (name,
category) across frames so sparse signals aren't diluted; SigLIP
embeddings are mean-pooled for a representative shot. Also generates a
fallback thumbnail when the record is missing one, and removes the
video_filter from backfill so videos get enqueued.
Celery soft/hard limits bumped to 240s/360s to accommodate 10x inference.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
WD14 and SigLIP are image-only. The current backfill enqueues every
ImageRecord row, and tag_and_embed retries 3 times (~3 min) on each
video before giving up, blocking the serialized ml queue. Worse,
videos never get a prediction row, so every subsequent backfill
re-enqueues them.
- tag_and_embed: early return 'unsupported_format' for video
extensions, no retry.
- backfill: filter the outerjoin query to exclude video extensions
via VIDEO_EXTS from app.utils.image_importer.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Consolidated merge of feat/tag-suggestions branch. Original 64-commit history
was lost to git-object corruption in a Nextcloud-synced checkout; this single
commit captures the equivalent diff.
Includes:
- pgvector-backed tag suggestion infra (WD14 + SigLIP centroids, ml-worker
container, Celery tasks, suggestion service, accept/reject endpoints + modal
UI with green/red chip buttons)
- Character/fandom integrity: title-case normalization on every write path,
fandom-id backfill, maintenance task + settings button, migrations g26041901
+ h26041901 to canonicalize legacy rows with case-only duplicate merging
- Tag-underscores + modal polish: WD14 name canonicalization at emit + accept
+ add/bulk-add paths, migration i26041901 for legacy-row rename-or-merge
across character/fandom/NULL kinds, suggestion-accept refresh parity via
awaited loadTags, persistent chip tint
bvandeusen