Hot take: the vector DB is the least interesting part of RAG. The corpus is the asset, and it usually still lives on the NAS you bought five years ago. The cost nobody budgets for is the embedding re-run — one chunking change means re-embedding 40 TB of docs. That's where ONTAP snapshots earn their keep: snapshot before the re-embed, compare, roll back in minutes instead of regenerating. It's one `snap create` away.#NetApp #ONTAP #AI #RAG #Snapshots
Hot take: the vector DB is the least interesting part of RAG. The corpus is the asset, and it usually still lives on the...