2 papers
cs.DB2026
Graph Memory for LLM Agents: At What Cost? A Comparative Evaluation of Query, Ingest, and Update Performance Across Graph Database Engines
Donald Nguyen, Gurbinder Gill, Hadi Ahmadi +1
Graph databases are frequently positioned as categorically necessary for connected-data workloads, yet the systems dimension along which they actually differ - query planning, inde…
cs.IR2025
From Search to Reasoning: A Five-Level RAG Capability Framework for Enterprise Data
Gurbinder Gill, Ritvik Gupta, Denis Lusson +2
Retrieval-Augmented Generation (RAG) has emerged as the standard paradigm for answering questions on enterprise data. Traditionally, RAG has centered on text-based semantic search…