feat(suggestions): user-managed blocklist for noisy auto-tags
Adds a tag_suggestion_blocklist table + service-layer filter so the
user can permanently suppress specific canonical tag names from the
suggestion stream (WD14 anatomy/composition tags like '1girl',
'breasts', 'nipples' that aren't useful for the discoverability use
case this app targets).
Data model
- migration k26042201: tag_suggestion_blocklist(name TEXT PK, created_at)
- model TagSuggestionBlocklistEntry
Service
- tag_suggestions._blocklisted_names() snapshots the current set
- get_suggestions filters merged results before grouping, so both
WD14- and embedding-sourced suggestions respect the blocklist
- get_bulk_suggestions inherits the filter via its per-image call
to get_suggestions
API
- GET /api/suggestions/blocklist -> {ok, names}
- POST /api/suggestions/blocklist -> add one
- POST /api/suggestions/blocklist/delete -> remove one
- POST /api/suggestions/blocklist/bulk -> replace the whole list
(backs the settings textarea save button)
UI
- modal suggestion chip gets a third action button (⊘) alongside
accept (✓) / reject (✕). Clicking it adds the name to the
blocklist, logs a rejection for ML feedback on this image, and
sweeps every chip on the page carrying that same name.
- Settings -> Maintenance -> Suggestion blocklist section with a
monospaced textarea (one name per line) + Save. Loads current
entries on mount.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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@@ -310,3 +310,16 @@ class TagSuggestionConfig(db.Model):
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key = db.Column(db.Text, primary_key=True)
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value = db.Column(db.Text, nullable=False)
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description = db.Column(db.Text, nullable=True)
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class TagSuggestionBlocklistEntry(db.Model):
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"""Canonical tag names the user never wants surfaced as a suggestion.
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Matched by exact string against the canonicalized WD14 name (post
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underscores-to-space + title-case for character/fandom). Filter applies
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in app.services.tag_suggestions.get_suggestions, after WD14 + embedding
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results are merged and before they're grouped for the client.
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"""
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__tablename__ = "tag_suggestion_blocklist"
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name = db.Column(db.Text, primary_key=True)
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created_at = db.Column(db.DateTime(timezone=True), server_default=db.func.now(), nullable=False)
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