Google’s OKF: Why a Folder Can Beat a Vector DB (opens in new tab)

Google’s Open Knowledge Format stores AI knowledge as linked Markdown files, letting agents read structured context directly instead of rebuilding it with embeddings on every query.That can reduce complexity and cost for some AI workflows, but teams still need to manage freshness, file quality, and knowledge structure for it to work reliably.