OpenAI’s Sora, a text-to-video model using diffusion and GAN techniques, lacks a native public API.CometAPI provides access to Sora via a unified REST interface, simplifying integration and management.Sora generates realistic videos from text using space-time patch diffusion and GANs for motion coherence.Access to Sora currently restricted, with no direct public API endpoints for general developers from OpenAI.CometAPI streamlines access to Sora and 500+ other models, offering unified authentication and cost efficiency.Users can authenticate their environment, make requests, handle responses, and manage errors with CometAPI.Optimizing video generation workflows involves specifying model parameters like duration and resolution.Developers should monitor quotas, implement rate limiting, batch tasks, and utilize fallback models for efficiency.Cost optimization strategies for Sora include variations vs. drafts, batching schedules, selective upscaling, and quota alerts.Ensuring ethical use and compliance involves content ownership, bias reviews, privacy considerations, and regulatory compliance.