Open access
Jun 2026
Is GraphRAG Needed? From Basic RAG to Graph-/Agentic Solutions with Context Optimization
A framework for different RAG scenarios evaluation and comparison on semi-structured knowledge bases, including regular RAG, GraphRAG, Modular RAG and Agentic RAG, and a novel context engineering method for GraphRAG and Agentic RAG, addressing the context/memory overflow issues.
Long Chen, Ryan Razkenari, Yuxuan Zhou et al.
· IEEE Games Entertainment Med... · 0 citations