Beyond RAG: Put Open Knowledge Format Bundles Into Production with lakeFS

Traditional RAG often feels like a black box. Vector search is powerful, but hard to reason about, and that makes AI agent knowledge versioning nearly impossible: you can’t track which version of your data an agent was served, who changed it, or why. Emerging standards such as Open Knowledge Format (OKF) aim to change that.