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HOLDWILL 6 Pack T8 LED Tube Light Bulb, V Shaped 4FT 40 Watts, Daylight White 6000K, Dual-End Powered, Ballast Bypass, Clear Cover,T10 T12 Fluorescent Light Bulbs Replacement with G13 Bi-pin Base
Tools and Home Improvement

HOLDWILL 6 Pack T8 LED Tube Light Bulb, V Shaped 4FT 40 Watts, Daylight White 6000K, Dual-End Powered, Ballast Bypass, Clear Cover,T10 T12 Fluorescent Light Bulbs Replacement with G13 Bi-pin Base

★★★★3.5·6 ratings

Product Specification Length:48 '' （4ft) Power:40W

ASIN
B08HQBBVM9
Embedding
CLIP ViT-L/14 · 768d
Distance metric
cosine
Doc fetch
2mscache hitGET /v2/namespaces/amazon-products/documents/B08HQBBVM9
Similar query
22msnearest_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.

Visually similar

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