Translate EN-RU from CSV file with FastAPI / Streamlit / Docker Compose

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 .

How to use

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