Tiptap AI Toolkit lets models edit docs safely in real time
Tiptap’s AI Toolkit lets large language models edit rich‑text documents live, preserving tables, formatting and version control. It bridges any model to the editor, turning raw output into structured, reviewable changes while keeping humans in the loop. Teams can ship document‑aware AI without rebuilding the editing layer.