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Governed Enterprise Memory is defined as agent memory designed around this combined scope and AkasicMEM is presented, a unified vector--graph--relational database whose storage and execution substrate enables the underlying operations of these mechanisms to be jointly optimized and executed.
Graph-based Approximate Nearest Neighbor Search (ANNS) indices must support continuous vector updates while maintaining both high search performance and low update overhead for real-world applications such as RAG systems and streaming services. Existing in-place update methods often lose search accuracy due to graph co...
SafeQL is proposed, a search-based refinement paradigm that redefines the role of the DBMS as an active guide in the refinement process, and significantly improves execution accuracy and efficiency compared to regeneration-based methods.
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