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AutoFacts Shorts Studio — project cover
SHORTS · AI · CONTENT

AutoFacts Shorts Studio

A system to generate and manage factual short-form videos: web panel, backend API, assets, music and integrated AI services. It turns viral ideas into short videos ready to publish.

Next.js Express Prisma OpenAI FFmpeg
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Project overview

Project built by RoviDev Studio: an automated factory for viral AI shorts. A system to generate and manage factual short-form videos: web panel, backend API, assets, music and AI services…

ShortsVertical formatOptimised for TikTok, Reels and YouTube Shorts.
AIAutomatic generationOpenAI + Google APIs for factual content.
PanelWeb controlManage assets, music and video outputs.
PrismaStructured dataORM to track generations and publications.

Problem → Solution

The challenge

  • Creating viral factual shorts requires research, scripting and editing.
  • Keeping a constant publishing schedule is unsustainable by hand.
  • Visual and audio consistency across shorts is hard without a central system.

The RoviDev Studio delivery

  • Backend API with automated factual content generation.
  • Web panel to manage assets, music and style configuration.
  • Integration with OpenAI and Google APIs for research and generation.
  • Output pipeline optimised for vertical social formats.

What’s inside

Generation

Factual content

AI researches and generates fun facts with verifiable sources.

Assets

Central library

Manage images, music and visual templates.

Panel

Web control

Next.js 14 with a generation and publishing dashboard.

API

Robust backend

Express + Prisma orchestrating the full pipeline.

Format

Vertical ready

Outputs optimised for TikTok, Reels and YouTube Shorts.

AI

Multi-provider

OpenAI for scripts and Google APIs for enrichment.

Stack & architecture

FrontendNext.js 14 + ReactControl panel with Tailwind CSS.
BackendExpress + PrismaREST API with ORM and migrations.
AIOpenAI + Google APIsContent generation and enrichment.
MediaAssets + FFmpegAutomated audiovisual composition.
DBPostgreSQL/SQLiteTracking of generations and publications.
DeployNode.js VPSPersistent service with PM2.

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