Deploying to the web

Now that you have the ways and means to create your own fastText models, you will probably need to deploy them to production so that those models can be utilized to create applications and endpoints to use. There are a lot of frameworks in Python that can be used to create such web apps. Flask, Django, and Pyramid are some popular Python web frameworks. In this section, we will take the example of flask and build a simple web nearest neighbor search application in flask.

Flask

Flask is a popular web framework, and it is classified as a microframework as it does not require any external tools or libraries. There are no database abstraction layers, or form validation, or other components built into flask...