A fully automated, multi-step video production pipeline for cinematic historical channels, driven by LLM script generation.

This pipeline takes a video from idea to finished render without manual intervention. An LLM generates the script, automated workflows assemble the required visual assets, and FFmpeg handles the final rendering. Each stage is orchestrated in Python with external API integrations, turning what is normally hours of editing work into a repeatable automated process.