Overview
Nova puts the power of generative AI into the hands of creators. It provides a simple interface to complex diffusion models, allowing for fine-grained control over image generation parameters.
Technical Journey
The Challenge
Scaling the inference infrastructure to handle concurrent requests without massive GPU costs.
The Solution
We built a queue-based system with Celery and Redis to manage job distribution across a scalable cluster of GPU workers on AWS.
Gallery
Project Impact
Processed over 50k image generation requests in beta requiring high-concurrency GPU management.
Tech Stack
Frontend
React
Chakra UI
React Query
Backend
FastAPI
Python
Celery
Redis
ML Ops
Docker
AWS EC2 (G4dn)
S3
Key Features
- Text-to-Image generation
- Image-to-Image editing
- Custom model training support
- Community gallery and sharing