Stack
- Python, FastAPI, Pydantic v2, and Uvicorn
- PyTorch, Transformers, and SigLIP
- Predict, admin, catalog, and batch job services
- Docker images for CPU and GPU variants
PROJECT
Vision Forge
FastAPI service for image tagging powered by SigLIP.
Vision Forge API is a FastAPI service for image tagging powered by SigLIP. Vision Forge scores uploaded images against configurable canonical tag sets and prediction profiles, giving other products a reusable image tagging surface.
Technical details
Architecture hints
- FastAPI exposes prediction and admin surfaces as separate service concerns
- Prediction flow combines config-driven tag catalogs with cached embedding data
- Authentication, config loading, and inference execution remain isolated subsystems
- Container variants separate CPU and GPU deployment strategies without changing the API contract