LUXRITE 12-Pack 4FT T8 LED Tube Light, Ballast and Ballast Bypass Compatible, 13W=32W, 6500K Daylight, Single-End or Double-End Powered, Plug & Play, F32T8 Fluorescent Tube Replacement, Damp Rated

UNIVERSAL INSTALL - Use these 4 foot LED tube lights with your existing fixture in any type of setup. Whether you are using an existing ballast or in a direct wire connection, these plug and play lights will work with ease. Each LED t8 bulb can be either single-end or dual-end powered and will work with standard 120 volts or 277 volts installations. Check extensive ballast list for compatibility. BRIGHT - Every LED light tube provides your 4 ft light fixtures with 1900 lumens of crisp, quality light that will brighten your space more efficiently than your standard 48 inch fluorescent tube lights, equivalent to 146 lm/W. Use these in your shop, garage, workshop, office, basement, indoor, outdoor, or anywhere in your home requiring tube light bulbs. SAVE ENERGY - Cut the cost of your energy usage by up to 59% when you use these 13 watt 4ft LED light bulbs which are the perfect replacement to 32 watt fluorescent tubes. Save yourself time and money by making the switch to energy efficient lighting that is brighter and longer lasting.

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B08HP9KC15

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cosine

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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.