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VectorMaton: Efficient Vector Search with Pattern Constraints via an Enhanced Suffix Automaton

Xie, Haoxuan et al.
arXiv (All) · Papers
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databases
Approximate nearest neighbor search (ANNS) has become a cornerstone in modern vector database systems. Given a query vector, ANNS retrieves the closest vectors from a set of base vectors. In real-world applications, vectors are often accompanied by additional information, such as sequences or struct
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