Creating REST API for a Word2Vec model with Gensim

By using Gensim, a Word2Vec model trained and tested on Flask REST API.

Install Requirements

$ pip install -U gensim
$ pip install Flask
$ pip install -U nltk

Dataset Categories

• Health
• Sport
• Religious
• Economy
• Politics

Testing trained model on REST API

$ python3 api.py
* Running on http://127.0.0.1:5000/ (Press CTRL+C to quit)

To run REST API, call the following url.

http://127.0.0.1:5000/?word=futbol