CNSUNWAY 4FT LED Light Bulbs, 18W 2400LM Super Bright, 6000K Cool White, 48 inch Fluorescent Light Bulbs Replacement, Double Ended Power, Type A+B Ballast Remove, T8 LED Bulbs 4 Foot - 4 Pack

✔EASY REMOVE BALLAST INSTALLATION - CNSUNWAY T8 4 foot led bulbs are easily fitted to replace traditional T8 T10 T12 fluorescent bulbs. Please must remove the starter and ballast before installation.Failure to do so will cause irreparable damage to the led tube! Product must be installed by licensed electrician or technician with electrical safety knowledge. ✔ENERGY SAVING - CNSUNWAY 4ft led light tube has 2400+ lumens high output with only 18 watts power consumption.Comapared with fluorescent tube,it could save up to 65% on your electricity Bill! ✔FLUORESCENT LIGHT BULB REPLACEMENT - CNSUNWAY T8 4ft LED light tube is ideal replacement for T8 T10 T12 led fluorescent light bulb. It’s compatible with existing T8, T10, and T12 fluorescent fixture, making LED conversion easier than ever.

ASIN

B078N4Z2ZT

Embedding

CLIP ViT-L/14 · 768d

Distance metric

cosine

Doc fetch

2ms·cache hitGET /v2/namespaces/amazon-products/documents/B078N4Z2ZT

How it works

Similar query

31msnearest_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.