feat(core): fashion NLQ vibe/aesthetic expansion (quiet luxury, old money, y2k…) - #81
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…ences to styles
Luxury/fashion shoppers search in vibes ("quiet luxury", "old money", "y2k", "cottagecore",
"coastal grandmother") — and samesake's enrichment already TAGS those as `styles`, but the NLQ
had no `styles` field, so vibe queries produced no structured signal and rode entirely on the
raw embedding (demonstrated: "quiet luxury" → nothing; "y2k" stranded in semantic_query).
- fashionNlqSchema gains `styles` (cultural-reference → style mapping) and the long-missing
`price_budget_hint` (the field instructions + nlqParsedToFilters already expected).
- FASHION_NLQ_INSTRUCTIONS gains a vibe-expansion rule + few-shot examples; "quiet luxury" is
disambiguated as an aesthetic, not a price signal.
- `styles` is now a soft filter — vibe-inferred styles bias ranking, never hard-exclude.
Verified live: quiet luxury → [minimalist,classic] + "understated tailored neutral premium, no
logos"; old money → [classic,preppy]; cottagecore → [romantic,bohemian]; coastal grandmother →
[minimalist,classic] + linen/cotton; y2k → [y2k]. (The earlier exact-string misses were a stale
NLQ cache, not the fix.)
Release: @samesake/core 2.1.0 → 2.5.0, CHANGELOG [2.5.0].
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01UeVCwYURGVrm2TFtQmWB3s
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Maps cultural/mood references to the structured 'styles' attribute samesake already tags + expands the semantic_query into the concrete look. Closes the Algolia 'search in vibes' gap. Verified live across quiet luxury / old money / cottagecore / coastal grandmother / y2k. Also fixes the missing price_budget_hint field. @samesake/core 2.5.0.
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