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feat(suggestions): auto-accept threshold + retroactive blocklist sweep

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Two capabilities that work together to turn the suggestion system from
a 'review every noisy chip' UX into a 'curated tags only, configurable
auto-apply' UX for a solo-user library.

Auto-accept threshold
  Service (tag_suggestions.py):
    - New default auto_accept_general_threshold = 0.95 in _DEFAULTS
    - get_suggestions splits general-category hits at/above the threshold
      into a separate auto_accept_candidates list; the core 'character'/
      'copyright'/'general' keys stay the same shape for existing callers
    - get_bulk_suggestions ignores the new key (no side effects in bulk)
  Route (main.py GET /image/<id>/suggestions):
    - For each candidate: find-or-create Tag(kind='user', name=name), attach
      to image, log SuggestionFeedback(source='wd14'|etc, decision='accepted')
    - Response adds 'auto_accepted: [{id, name, display_name, kind,
      confidence, source}, ...]' so the modal can review + undo
  Config endpoints (main.py):
    GET  /api/suggestions/config/auto-accept-threshold
    POST /api/suggestions/config/auto-accept-threshold {threshold}
    Values > 1.0 effectively disable the feature
  UI (view-modal.js):
    - New renderAutoAccepted block at top of suggestions section with
      green-tinted chips carrying ✕ (undo for this image, logs rejection)
      and ⊘ (blocklist + remove from all images)
    - loadSuggestions refreshes the tag pill list when auto_accepted has
      items so the user sees them in the Tags section too
  Settings:
    - Maintenance tab gains a number input + save button backed by
      /api/suggestions/config/auto-accept-threshold

Retroactive blocklist sweep
  New Celery task app.tasks.maintenance.sweep_blocklisted_tag_from_images
  on the maintenance queue. Enqueued automatically when a name is added
  via POST /api/suggestions/blocklist or appears new in the bulk replace.
  Task body: finds kind='user' Tag matching the name, deletes its
  image_tags rows, deletes the Tag itself. Scope limited to kind='user'
  so deliberate character/fandom/artist tags sharing a blocklisted name
  aren't silently destroyed.

Verification (local dev):
  - Threshold GET/POST round-trip correct (default 0.95, persisted in
    tag_suggestion_config)
  - Image 633 at threshold=0.9: 4 general tags auto-applied, each with
    a SuggestionFeedback row, returned in auto_accepted
  - Blocklist add of 'sweeptestonly' with an attached test tag: Redis
    maintenance queue depth = 1, task body removes 1 image_tags row +
    the Tag row
  - get_bulk_suggestions still works (auto_accept_candidates key skipped)

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
This commit is contained in:
Bryan Van Deusen
2026-04-23 17:23:25 -04:00
parent a510665a17
commit 5b7e033d0c
7 changed files with 406 additions and 12 deletions
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app/static/style.css
+40 -1
View File
@@ -1020,7 +1020,46 @@ header {
border-color: rgba(255, 180, 0, 0.6);
}
/* Settings: blocklist textarea */
/* Auto-accepted suggestion block (top of suggestions section) */
.suggestions-auto-accepted {
margin-bottom: 0.75rem;
padding: 0.5rem;
background: rgba(139, 231, 139, 0.04);
border: 1px solid rgba(139, 231, 139, 0.2);
border-radius: 6px;
}
.suggestions-auto-accepted .suggestions-category-label {
color: #8be78b;
font-weight: 600;
}
.suggestion-chip.suggestion-chip-auto {
border-color: rgba(139, 231, 139, 0.3);
background: rgba(139, 231, 139, 0.08);
}
.suggestion-chip .sugg-btn.sugg-undo {
color: #e78b8b;
border-color: rgba(231, 139, 139, 0.35);
}
.suggestion-chip .sugg-btn.sugg-undo:hover {
background: rgba(231, 139, 139, 0.12);
border-color: rgba(231, 139, 139, 0.6);
}
/* Settings: threshold number input + blocklist textarea */
.settings-input {
padding: 0.4rem 0.6rem;
border: 1px solid rgba(255, 255, 255, 0.2);
border-radius: 6px;
background: rgba(255, 255, 255, 0.08);
color: var(--text);
font-size: 0.95rem;
}
.settings-input:focus {
outline: none;
border-color: var(--btn-primary);
background: rgba(255, 255, 255, 0.12);
}
.settings-textarea {
width: 100%;
padding: 0.5rem 0.75rem;