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from flask import Flask, render_template, request, jsonify
# from flask_cors import CORS, cross_origin
from modules.model import summarize
import __main__
app = Flask(__name__)
# shortTokenizer = BartTokenizer.from_pretrained('sshleifer/distilbart-xsum-12-6')
# shortModel = BartForConditionalGeneration.from_pretrained('sshleifer/distilbart-xsum-12-6')
# longTokenizer = BartTokenizer.from_pretrained('sshleifer/distilbart-cnn-12-6')
# longModel = BartForConditionalGeneration.from_pretrained('sshleifer/distilbart-cnn-12-6')
@app.route("/")
def home():
return render_template('index.html')
@app.route("/summarize")
def recommend():
# Get form data
# request_data = request.args.get("input").get_json()
# input_text = request_data['input_text']
request_data = request.json.get("input")
input_text = request_data['input_text']
print(input_text)
# Call the function summarize to run the text summarization
try:
short_output_summary, long_output_summary = summarize(input_text)
response = jsonify({'short': short_output_summary.strip(), 'long': long_output_summary.strip()})
# Pass output summary to the output template
return response
except Exception as e:
return render_template('index.html', query=e)
pass
if __name__ == '__main__':
print("Loading BART model and tokenzier . . .")
app.run(host="0.0.0.0", port=7860)
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