Steel Fist: Tank Warfare 1939-45

“If the tanks succeed, then victory follows.”General Heinz Guderian, 1937After seeing the success of the British tanks in the First World War, the Germans decided that the future of warfare lay in the Panzerkampfwagen, the armoured fighting vehicle, later simply known as the Panzer. In time, the Panzer Corps would become the German army’s new vanguard, an essential component of the new style of war that came to be known as Blitzkrieg – ‘lightning war’.Steel Fist looks at the development of the Panzer concept, and the building and deployment of the Corps through the eyes of those who fought it. It tells the story of how the Panzers formed the spearhead of the world’s most efficient military machine, and how they were ultimately defeated.

ASIN

B005NIO4P6

Embedding

CLIP ViT-L/14 · 768d

Distance metric

cosine

Doc fetch

2ms·cache hitGET /v2/namespaces/amazon-products/documents/B005NIO4P6

How it works

Similar query

21msnearest_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.