Heroecol 2Pc (56" Tall) (12" Board Wide ) Industrial Iron Pipe Shelf Shelves Bookshelf Bookcase Shelving Bracket Vintage Retro Black Open DIY Storage Home Office Kitchen （2Pcs 5Tier Hardware only）

Applicable sites: If you only want the shelving unit to attach to the wall ,instead of the ceiling,Then our shelf is your choice；Easy "do it yourself" project for your . Each purchase will include all of the parts needed (pipes and fittings) to complete this open pipe shelf system.You can use it “DIY” your's bookshelf、kitchen shelf、bathroom shelf、flowers shelf、and so,add extra space；Products included4x Elbows, 6x Tees , 10x Flange, 10x 12" Cross deep long pipe, 8x 11 " Vertical short pipe, Matching Screws ;）Installation note easy to put together, assembled the entire unit; leveled and screwed in the top- then worked way down,leveled then screwed into the wall, all around. Definitely need better wall anchors though.Part Flange, Elbows, and Three-way Valve are all 3/4 inch diameter pipes;Color matt black classic industrial retro;PipePipe color matt black classic industrial retro;Thread drawing special process, smooth and supple;

ASIN

B07JHC6BZN

Embedding

CLIP ViT-L/14 · 768d

Distance metric

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.