CNSUNWAY LIGHTING 8FT LED Bulbs, 45W 5400LM 6000K Super Bright, FA8 Single Pin LED Light Tube, Clear Cover, Ballast Bypass, T8 T10 T12 Fluorescent Light Bulbs Replacement - 25 Pack

✔EASY BALLAST BYPASS INSTALLATION - These 8 foot led bulbs are easily fitted to replace traditional T8 T10 T12 fluorescent bulbs. Just need to bypass or remove the starter and ballast before installation. ✔ENERGY SAVING - CNSUNWAY 8ft led bulbs has 5400+ lumens high output with only 45 watts power consumption.Comapared with fluorescent tube,it could save up to 65% on your electricity Bill! ✔FLUORESCENT LIGHT BULB REPLACEMENT - CNSUNWAY 8ft led bulbs 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

B0BQ76GBD1

Embedding

CLIP ViT-L/14 · 768d

Distance metric

cosine

Doc fetch

2ms·cache hitGET /v2/namespaces/amazon-products/documents/B0BQ76GBD1

How it works

Similar query

35msnearest_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.