Beyond Vector Search: Comparing Classical RAG with Hybrid GraphRAG for Climate Science Q\&A

Daniel Naiff, Ronnie Alves, Gustavo Pinto

Traditional Retrieval-Augmented Generation (RAG) systems treat documents in isolation, failing to capture hierarchical relationships between concepts in complex scientific corpora.…