tahmid0007 / ArqProject

Dockerization of an NLP inference model using Flask-restful API.

ArqProject: Sentiment analysis service deployment using Docker container and Flask-restful API

From Linux terminal, run docker-compose up and wait for the container deployment. Run the bash script test_service.sh for demo output. Optionally, you can hit localhost:80 with a JSON GET request. The NLP sentiment analysis model is a transformer network. The docker container is running on an Ubuntu:Bionic base image. Anaconda is installed on top of that and a custom conda environment is created to run the NLP inference.