benjiyaya · Story-to-Video Studio

Calliope

A local-first story-to-video pipeline: describe an idea, generate reference images through a local ComfyUI instance, write a screenplay broken into shot clips, then render and stitch the shots with ffmpeg. Everything runs locally over SQLite and folder-based media storage except an OpenAI-compatible LLM endpoint. FastAPI backend, SvelteKit frontend, MIT, 221 stars, actively maintained.