An end‑to‑end multi‑agent pipeline that turns a simple topic into a 30‑second video by researching the niche, writing a 6‑segment script, generating AI voiceover and images (OpenAI, Hugging Face, or Pollinations), animating clips with MoviePy, and assembling the final MP4.