Features
Declarative pipeline builder using JSON/Python dictionaries
Parallel branch execution with configurable concurrency
Automatic retry with exponential backoff and jitter
Output standardization via unified MediaAsset object with provenance
Multilingual prompt normalization for text-to-image
Granular typed exceptions (RateLimitError, InvalidParameterError)
Cryptographic-style provenance log for auditability
Background removal via Picsart API
Multi-stage upscaling and enhancement
Text-to-image generation with style transfer
Inpainting and outpainting support
Image-to-image and style transfer operations
Fluent Python builder API
Conditional execution logic in pipelines
Dependency graph validation for cycles and types
Video Agent: Turn any link/file into videos with custom aspect ratios and durations
Reference video cloning: Remix trending video structure with own content
Video translation into multiple languages
Image Agent: Prompt-to-image with style presets (Impasto, Pixel Art, etc.)
Background removal and replacement
Batch generation and editing
Digital Avatars: Pre-built and custom avatars for product demos
AI Talking Photo: Animate static photos with voice or music
AI Camera Motion: Cinematic moves (orbit, push in, pull back) for images
3-View Character Sheet: Front, side, back views in one click
Frame to Video: Cinematic story videos from start and end frames
Infographic Generator: Text-to-infographic for learning content
Shooting Script Generator: AI-powered script creation for videos
Marketing holiday video and poster generator
Sales poster and product photos generation
