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ARCHITECTURE FOR THE AI - NOT KEYWORD - ERA	Performance by Design	We research, engineer, and optimize each component from first principles for the fastest, most scalable, and most customizable AI retrieval and search engine.	text url Start Free in Qdrant Cloud https://cloud.qdrant.io/signup	id title description image high-performance Highest‑Performance Vector Search Engine Built entirely in Rust with SIMD and a custom storage engine (Gridstore) — no wrappers, no bolt-ons. Just fast, scalable vector search. src alt /img/home/vertical-slider/performanceimage.jpg High performance vector search engine benchmark chart id title description image real-time Real‑Time Indexing Index new data instantly without rebuilding the entire index. Your vectors are searchable the moment they're added. src alt /img/home/vertical-slider/real-time-indexing-by-qdrant.jpg Real-time indexing illustration id title description image memory-efficient Memory‑Efficient Storage Store billions of vectors with minimal memory footprint using our optimized storage architecture. src alt /img/home/vertical-slider/memory-efficient-storage-by-qdrant.jpg Memory efficient storage illustration id title description image quantization Asymmetric, Scalar and Binary Quantization Reduce memory usage by up to 64x while maintaining search quality with advanced quantization techniques. src alt /img/home/vertical-slider/scalar-binary-quantization-by-qdrant.jpg Scalar and binary quantization illustration	true