Mastering Python Project Management with UV: MLOps

AceBet is a FastAPI-based MLOps sample project that demonstrates how to use UV for dependency management, testing, CI/CD, and Dockerized deployment.

Quickstart

uv sync
uv run pytest tests
uv run fastapi run src/acebet/app/main.py --host 0.0.0.0 --port 8000

Expected quickstart result:

• Dependencies install successfully.
• Test suite passes.
• API starts locally and responds at http://localhost:8000.

Full documentation

• Docs Index
• Getting Started
• User Guide Overview
• Training and Inference
• API: Sync Endpoints
• API: Async Behavior
• UV Workflows for MLOps
• GitHub Actions Pipeline
• Deployment: Docker and GitHub Actions