RAG vs Graph RAG vs Agentic RAG RAG connects LLMs to your data and there are three different ways to do it. Standard RAG - The query is converted into an embedd... (opens in new tab)

RAG vs Graph RAG vs Agentic RAGRAG connects LLMs to your data and there are three different ways to do it. Standard RAG- The query is converted into an embedding and matched against a vector database.- The top-K closest chunks are pulled out and passed to the LLM as context. - The LLM writes a grounded answer using only what was retrieved.Graph RAG- The query is classified: specific questions route to local search, broad questions route to global search.- Local search: query embedded → vector...