Construction Estimating Plumbing Quick-Card

Construction Estimating Plumbing Quick-Card by Builder's Book Inc. This 6-page guide provides a collection of checklists, formulas, quick look-ups and tables for the plumbing estimator. A great reference for the plumbing contractor and subcontractor alike. Features...

ASIN

1622702956

Embedding

CLIP ViT-L/14 · 768d

Distance metric

cosine

Doc fetch

2ms·cache hitGET /v2/namespaces/amazon-products/documents/1622702956

How it works

Similar query

20msnearest_to_id → /query

Doc fetch goes through Layer's Aerospike pull-through cache; cache hit served the row without touching turbopuffer. The similar query asks Layer for nearest neighbors of the stored product vector — queries don't go through the doc cache, so no cache header is set.