Since 2024
AI image generation
Automation of prompt and image generation at scale (large volume).
- Python
- FastAPI
- SvelteKit
- Redis
- ComfyUI
- Docker
- AI
The context
Generate prompts and produce large image collections via ComfyUI, at scale and reliably — without losing tasks when something fails.
I built a Python/FastAPI backend, a SvelteKit frontend, and a Redis queue (Celery) to guarantee that generation tasks run correctly — handling errors, retries and cancellations.
Key features
- API to manage image collections and automatically generate prompts
- Integration of the ComfyUI API (generation workflows)
- Prompt processing queue with Celery + Redis
- SvelteKit interface: generation criteria and real-time progress display
- Clean Architecture and dependency inversion
A particularly interesting project around AI, where controlling execution (reliability, recovery on error) matters as much as the generation itself.
The result
A reliable high-volume generation pipeline: a Celery/Redis queue handling errors, retries and cancellations, with real-time progress tracking on the SvelteKit side.