KIOXIA Achieves 4.8 Billion High-Dimensional Vector Search Database on a Single Server, with 7.8x Index Build Time Acceleration via GPUs

Kioxia America, Inc. today announced the successful demonstration of high-dimensional vector search scaling to 4.8 billion vectors on a single server using its open-source KIOXIA AiSAQ(TM) approximate ...
IEEE

GTR-SQL: Graph Pruning, Tournament Selection, and Taxonomy Repair for Text-to-SQL

Abstract: Deploying Text-to-SQL in resource-constrained enterprise environments presents a dichotomy: proprietary Large Language Models (LLMs) pose privacy and cost concerns, while smaller open-source ...
IEEE

A Framework of Knowledge Graph-Enhanced Large Language Model Based on Global Planning

Abstract: Knowledge graphs (KGs) can provide structured knowledge to assist large language models (LLMs) in interpretable reasoning. Knowledge graph question answering (KGQA) is a typical benchmark to ...