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LSM-Vec: A Memory-Efficient Disk-Based System for Large-Scale Dynamic Vector Search

Mo, Dingheng et al.
arXiv (All) · Papers
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databases
RAG and AI retrieval have made vector approximate nearest-neighbor (ANN) search a key retrieval operation in modern data systems. These workloads are both large and dynamic. Vector collections grow until index state no longer fits in DRAM and must reside on disk, and every new record arrives as an u
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