Complex AI Systems

LLM-Enhanced Databases

Scalable LLM integration in OLAP systems

Active Research

Overview

IOLM-DB makes LLM-enhanced database queries practical through query-specific model optimization. Rather than using expensive general-purpose LLMs for all queries, we create specialized lightweight models tailored to specific analytical tasks, enabling scalable processing of millions of rows.

Related Publications

IOLM-DB (DOLAP 2025)