Deploying Machine Learning and NLP models using Flask and docker This model can be run in the development server.

This is not configured with the Apache to use in the production enviornment

Used flasgger 0.8.1 and sci-kit learn : 0.22.1 All the required librariesare mentioned in the "requirements.txt" file

Base Image : continuumio/anaconda3:4.4.0

To build the container , run the following command

  sudo docker build -t rf-api .  ("." stands for current directory)

To check whether the image has been built:

  sudo docker images 

To run the container , use :

  sudo docker run -p 5000:5000 rf-api
  
  -p : is a port I have used explicitly 

Go to explorer and type the following in the URL box :

localhost:5000/apidocs