Volcano Engine Developer Services

Dec 5, 2025 · Artificial Intelligence

Why Vectors Power Scalable AI Search and How S3 Vectors Redefines Storage

This article explains how high‑dimensional vectors enable semantic AI search, compares exact and approximate nearest‑neighbor algorithms, examines the challenges of large‑scale vector storage, and evaluates AWS S3 Vectors' architecture, pricing, and hybrid solutions for cost‑effective, high‑performance retrieval.