This is a pet project where I've used:
- Auto-migration (Alembic)
- Docker-compose
- DVC
- FastAPI & pydantic
- Git actions & CI-CD
- Make
- Nginx
- Pre-commit
- Prometheus & Grafana
- Python
- RabbitMQ
- SQL & SQLAlchemy
- Streamlit
- Torchserve
and other technologies.
Install pre-commit
pip install pre-commit
pre-commit install
Download model and convert it into the necessary format
pip install -r torchserve_requirements.txt
make archive-model
Launch the entire system
docker-compose up