Describe an image, get a 100% schema-valid Ideogram 4 JSON prompt — generated fully locally with an embedded llama.cpp (no Ollama or LM Studio required).
Swap faces in photos and videos in seconds — no training required. Powered by InsightFace and ONNX, with optional TensorRT acceleration, multi-face targeting, enhancement pipelines, and a clean one-click interface.