It will be AGI once it can update its own weights. It can't be "general" intelligence if its weights are frozen and requires to be updated manually.

Why shouldn't an AI with RAG qualify?

An AGI test should be black-box; we shouldn't impose require requirements on internal components. As long as the overall AI is capable of learning and remembering things, it shouldn't matter if there's a stateless LLM internally.