KOHLER T10278-4-BN Valve Trim, Vibrant Brushed Nickel

Product Description This Forté bath- or deck-mount valve trim offers outstanding performance, simplified installation and ease of cleaning. With two sculpted lever handles and a variety of durable Kohler finish options, it tastefully complements classic and contemporary décor. From the Manufacturer

ASIN

B007O2RW4E

Embedding

CLIP ViT-L/14 · 768d

Distance metric

cosine

Doc fetch

18ms·cache hitGET /v2/namespaces/amazon-products/documents/B007O2RW4E

Similar query

52msre-embed title → /query

Doc fetch goes through Layer's Aerospike pull-through cache; cache hit served the row without touching turbopuffer. The similar query re-embeds this product's title with CLIP-text and runs a vector query — queries don't go through the doc cache, so no cache header is set.