LAYER STACK · DATABASE
Data layers · raw to response
RAW DATA
Magento import → 2,540 products
ENRICHMENT
Outfit (124K) + Ultra Desc (1.9K) + Fashion Rules (698)
SEARCH INDEX
Product + similar_items + tags + vector
AGENT LAYER
Classifier → Lead/General → Tools query here
RESPONSE
Stylist composes from enriched data
LEGEND
Enrichment layer (AI)
Search layer