A new GitHub project transforms screenplays into finished short films using generative AI models. Dubbed '90210' after the iconic drama series, the app generates synchronized video, audio, dialogue, music, and subtitles automatically. Developer Achint08 built a production-grade tool that runs locally on your machine, turning text scripts into cinematic output without the overhead of traditional filmmaking.

The system leverages Google Veo 3.1 for video generation alongside Gemini 2.5 Pro and ElevenLabs for audio. Two oracle systems guide quality and narrative decisions: the Quality Oracle uses metrics like VideoScore and LPIPS to drive re-rolls, while the Story Oracle applies Reagan-6 arcs and SBERT coherence to maintain narrative structure. This mathematical approach to creative decisions represents an unusual engineering solution to subjective artistic choices.

Built with FastAPI backend and Next.js PWA frontend, the app installs natively on iOS devices through Safari. Users need API keys for Gemini and ElevenLabs services, with typical 2-minute films costing around $20 to generate. The architecture addresses real production constraints like Homebrew Python compatibility issues.

While experimental, 90210 demonstrates how AI tools are converging into end-to-end creative pipelines that were previously impossible without professional equipment and teams.