Natural Language Processing with Python Quick Start Guide

Quick code means word vectors and heuristics

For the sake of simplicity, we will assume that our bot does not need to remember the context of any question. Therefore it sees input, responds to it, and is done. No links are established with the previous input.

Let's start by simply loading the word vectors using gensim:

import numpy as npimport gensimprint(f"Gensim version: {gensim.__version__}")from tqdm import tqdmclass TqdmUpTo(tqdm):    def update_to(self, b=1, bsize=1, tsize=None):        if tsize is not None: self.total = tsize        self.update(b * bsize - self.n)def get_data(url, filename):    """    Download data if the filename does not exist already    Uses Tqdm to show download progress    """    import os    from urllib.request import urlretrieve     if not os.path.exists(filename): ...