UpANNS: Enhancing Billion-Scale ANNS Efficiency with Real-World PIM Architecture

Sitian Chen, Amelie Chi Zhou, Yucheng Shi +2

Approximate Nearest Neighbor Search (ANNS) is a critical component of modern AI systems, such as recommendation engines and retrieval-augmented large language models (RAG-LLMs). Ho…