This project showcases the use of FastAPI and Streamlit in tandem.
The trained model is deployed using a FastAPI rest service containerized using Docker.
The front end UI is built on Streamlit which is hosted on its own Docker container.
We spin both the containers together using Docker Compose .
Clone this repo, download model from Hugging Face to /service/data/ and run the below docker command:
To Start Application:
docker-compose up -d --build
and navigate to http://localhost:8501/
To Stop Application:
docker-compose down