DiskANN started as a research project in 2018–2019 to address the large gap between vector search algorithms in the literature and the rapidly expanding scale and feature needs in industry. Our ...
Research on artificial intelligence (AI) in construction over the past two decades has been dominated by sensor-driven applications such as safety analytics, progress monitoring, and sustainability ...
SVS Vamana — Combines the Vamana graph-based search algorithm, introduced by Subramanya et al., with Intel's LVQ and LeanVec compression. It uses a single-layer proximity graph (vs. HNSW’s multi-layer ...
Retrieval-Augmented Generation (RAG) represents an advanced AI system that enhances Large Language Models (LLMs) through real-time knowledge integration from external sources [1]. The technique ...
Learning complex, detailed, and evolving knowledge is a challenge in multiple technical professions. Relevant source knowledge is contained within many large documents and information sources with ...
Blocking is a canonical technique that groups records into blocks based on some key so that only items within the same block are compared. Effective blocking dramatically cuts comparisons while still ...
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