Databench Databench is an open-source, self-hostable web-based workspace where data teams and AI agents collaborate on notebooks, files, chats, and compute. It supports mixed SQL/Python notebooks, organization access controls, sandboxed agent chats using your own model keys, and machines added over SSH or Docker.