app.py

from preprocessing import load_articles
from preprocessing import query_processing
from flask import Flask, render_template, Response, request
import json
import warnings

warnings.filterwarnings("ignore", category=UserWarning)


app = Flask(__name__)


@app.route('/')
def index():
    return render_template('index.html')


@app.route('/result', methods=['POST'])
def search():

    query = request.form['query']

    sims = query_processing(query)

    articles = load_articles()

    top_articles = [articles[sim[0]] for sim in sims[:10]]

    return render_template('result.html', articles=top_articles)


if __name__ == '__main__':

    app.run(host='0.0.0.0', port=8080)