Pro Creator Pro

Modern AI content production often requires separate tools for scripting, characters, speech, images, video generation, editing, project storage and publishing. Pro Creator Pro is designed to consolidate those stages into one production environment with repeatable project workflows.

• Unify AI-assisted script, image, voice and video production
• Support both automated and manual creator workflows
• Provide reusable characters and project libraries
• Process long-running generation tasks asynchronously
• Track credits, subscriptions and transaction activity
• Support publishing and social distribution workflows
• Provide production deployment, monitoring and storage architecture

• AI media generation jobs can be long-running and provider-dependent
• Large media artifacts require scalable storage outside the application process
• Creator workflows need recoverable project state across multiple production stages
• Billing and credits must remain synchronized with expensive generation workloads
• Multiple AI providers and generation modes require controlled routing and fallback behaviour

The repository separates a Next.js creator frontend from a FastAPI service layer and uses Celery plus Redis for asynchronous generation tasks. PostgreSQL/SQLModel manage persistent state, S3-compatible storage handles media assets, provider-routing services coordinate AI generation, and Docker/Caddy deployment assets support production hosting.

• AI-assisted Auto-Create workflow
• Manual creation workflow
• Integrated video/project editor
• Script generation
• AI image generation
• AI voice generation
• AI video generation
• Reusable character builder and library
• Lip-sync artifact generation
• Project archive and library
• Playback and download workflows
• Publishing and social publishing
• Subscription, credits and transaction records
• User feedback and creator community features
• Tenant-aware authentication and authorization
• Asynchronous Celery/Redis job processing
• Desktop Electron shell
• Android companion application
• Production observability assets

• JWT-based authentication primitives
• Password hashing with bcrypt/passlib
• Tenant-aware request architecture
• Rate-limit controls in production configuration
• Production secrets support through environment/file/AWS secret sources
• Prometheus metrics and optional Grafana/Alertmanager deployment assets

Celery workers and Redis queues separate long-running generation jobs from the interactive API. The production deployment supports independent frontend, backend and worker services, PostgreSQL persistence and external object storage.

The creator UI exposes automated and manual production paths, project/editor workflows, character creation, playback, downloads, publishing, billing and transaction controls from one workspace.

Active development — repository implementation available

A production-oriented AI media platform needs more than model calls. Durable project state, job orchestration, storage, billing, provider routing and recovery paths are essential parts of the product architecture.