Matticusnicholas /KupkaProd-Cinema-Pipeline

About KupkaProd-Cinema-Pipeline

Give it a prompt or screenplay, and it plans scenes, storyboards them, then renders video. KupkaProd Cinema Pipeline runs a small movie studio on your own PC. You review keyframes and takes before the final cut is put together. You'll need a 12GB+ NVIDIA GPU, 32GB RAM and about 50GB of models.

Best for: Filmmakers with an NVIDIA GPU who want a script-to-film pipeline that runs entirely on their PC.

• Takes a prompt or a full screenplay, and finds scene headings and names
• Plans scenes, camera angles, lighting and character looks with a local LLM
• Generates storyboard keyframes you can approve or reject before rendering
• Renders 1-10 takes per scene with different seeds, then lets you pick the best
• Saves state after each step, so you can resume a crashed overnight run
• Starts ComfyUI for you and restarts Ollama before each run

1. 1
   Clone the repo and run setup.bat, or install dependencies with the command below

   pip install -r requirements.txt

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2. 2
   Install Ollama, then pull the planning model with ollama pull gemma4:e4b
3. 3
   Download the LTX-AV video models, VAEs and text encoder into your ComfyUI model folders, plus a fast image model like Z-Image Turbo for keyframes
4. 4
   Install the ComfyUI-LTXVideo and ComfyUI-VideoHelperSuite node packs, then restart ComfyUI
5. 5
   Load each workflow from workflows/ into ComfyUI and queue a test run to check it works
6. 6
   Launch with start.bat or the command below, set your ComfyUI paths in the setup dialog, then type a prompt and start production

   python video_director_agent/gui.py

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