Soo-Yon Kim

FAIR GraphRAG: A Retrieval-Augmented Generation Approach for Semantic Data Analysis

Marlena Flüh, Soo-Yon Kim, Carolin Victoria Schneider, Sandra Geisler

Retrieval-Augmented Generation (RAG) addresses the limitations of Large Language Models (LLMs) when providing responses to domain-specific questions. Graph-based RAG approaches, such as GraphRAG, enhance retrieval by capturing semantic relationships within knowledge graphs (KGs).…Read more