CODE EXAMPLE FOR PYTHON

NLP text summarization with LSA

from sumy.summarizers.lsa
import LsaSummarizer
def lsa_method(text):
   parser = PlaintextParser.from_string(text, Tokenizer("english"))
   summarizer_lsa = LsaSummarizer()
   summary_2 = summarizer_lsa(parser.document, 2)
   dp = []
   for i in summary_2:
     lp = str(i)
   dp.append(lp)
   final_sentence = ' '.join(dp)
   return final_sentence