ContextRAG: Extraction-Free Hierarchical Graph Construction for Retrieval-Augmented Generation

Roman Prosvirnin, Sergei Kuznetsov, Seungmin Jin

Graph-structured retrieval-augmented generation (RAG) systems can improve answer quality on multi-hop questions, but many current systems rely on large language models (LLMs) to ex…