A working sketch of meaning based discovery for Madam, by Omons Wisdom.
Ask the way you would ask a friend. Hybrid retrieval: dense embeddings + BM25 + a facet layer
that actually knows hair (types, heat, manipulation, longevity), with every match explained.
low manipulation protective style for 4c hair, shoulder length, no heatsomething I can swim with on vacation that lasts 2 monthspolished style for a job interview, no heatwedding guest updo for 4b hairquick style for gym weeks