When the same RAG-vs-fine-tuning-vs-PEFT query was run through a simple ChromaDB vector retrieval setup (chunked identically to GraphRAG), it returned a sparse, less specific list lacking detailed supporting arguments, inferior to GraphRAG's global, local, and drift responses.