Two years ago every RAG tutorial started with "pick a vector DB." Now I'm seeing teams do fine with pgvector, or skip vectors entirely for hybrid/graph approaches. For a new project in 2026, what's your default retrieval stack — and when would you reach for a dedicated vector DB?