Sokply T8 LED Tube Light 2FT Hybrid Type A+B 15W 1875LM 24inch Light LED Bulb, 4000K Cool White, Fluorescent Replacement(15W=26w), Plug and Play or Ballast Bypass, Dual-End, UL & DLC Listed(1pcs)

【🌟ENERGY SAVING】Sokply LED tube light uses a high-quality light source for higher lumen and lower power consumption. Only 15W has 1875 lumens, and the brightness is equivalent to 26W incandescent lamps, which can immediately save you 60% of energy consumption and expenses！ 【🌟CONTINUOUS LIGHT】Sokply LED tube is composed of aluminum housing with frosted lens, which is shatter-proof and electric shock-proof, and is safer to use than glass material. It can last up to 50,000 hours, which means that it can be used for 8 hours a day, 17 years without the need to replace bulbs! 【🌟WITH OR WITHOUT A BALLAST】The upgrade of LED tube light! Applicable to any installation method, Plug & Play or Ballast Bypass are available, the installation is convenient and efficient, no other auxiliary tools are required, and it can be installed independently, saving your time and energy!

ASIN

B0BCFRPGW4

Embedding

CLIP ViT-L/14 · 768d

Distance metric

cosine

Doc fetch

2ms·cache hitGET /v2/namespaces/amazon-products/documents/B0BCFRPGW4

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.