THE 4ORT LAB  //  PROPERTY 15 / 21

4ort-tv — Long-Form AI Video

Topic → finished long-form MP4, end to end. LLM scripting, AI slides, neural narration, original AI music, GPU composition. It's the long-form sibling of the lab's shorts factory.

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What It Is

Give 4ort-tv a topic and it hands back a finished long-form MP4: no editing suite, no human in the middle. It's a single end-to-end pipeline: an LLM script writer drafts the piece, AI slide generation (Presenton) builds the visuals, neural TTS (Kokoro) narrates it, and original AI music (ACE-Step) scores it.

The final stage is GPU composition via HyperFrames, where script, slides, narration, and music get assembled into the finished video on an RTX 4090. Every layer of the production (words, visuals, voice, soundtrack) is generated, then composed into one continuous render.

It's the long-form sibling of 4ort.stream's shorts factory: where that pipeline cranks out autonomous shorts overnight, 4ort-tv takes the same topic-in, video-out philosophy and stretches it to full-length productions, driven from the command line.

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Highlights

Python Node Docker CUDA (RTX 4090)
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Status

  Working v1 pipeline (CLI).