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
Sky AI: instant sky replacement with realistic lighting
Face AI: intelligent facial retouching
Skin AI: smooth skin with natural results
GenErase: AI object removal with context-aware fill
GenSwap: replace objects using text prompts
GenExpand: extend scene beyond original frame
Restoration: revive and restore old damaged photos
AI Assistant: step-by-step guided editing
Light Depth: add dimensional lighting effect
Bokeh AI: simulate depth-of-field background blur
Upscale AI: enlarge images while preserving detail
Supersharp AI: smart sharpening for crisp edges
Noiseless AI: reduce digital noise in photos
Focus Stacking: merge multiple focal points for full sharpness
HDR Merge: blend exposures for balanced tones
