FrameWorkers: A Dynamic Multi-Agent Framework for AI-Generated Video Production

Zhendong Li1, Lei Sun1, Letian Shi1, Deheng Zhang1, Ruibo Ming1, Mengshun Hu1, Dannong Xu1, Jian Wang2, Danda Pani Paudel1, Luc Van Gool1, Jinjin Gu1

1INSAIT, Sofia University "St. Kliment Ohridski", Sofia, Bulgaria  2Snap Inc., New York, USA

See the research arXiv 2608.29814 Code (GitHub)

FrameWorkers, explained by itself

What the system is and what it can do — a short film FrameWorkers produced about FrameWorkers.

See it in action

A full walkthrough — from a single prompt to a finished film, end to end.

AI Film Director

One prompt.
A finished film.

Start from whatever you have — FrameWorkers takes it from there. A director-agent plans the production and orchestrates a crew of specialists into a finished short film.

Instruction Source text Script Reference images Video assets Audio assets

More input types land continuously.

See all films