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25 changes: 25 additions & 0 deletions text_extraction.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,25 @@
from summa import summarizer, keyword

def format_paragraphs_gc(text):
return text.split("\n")

def format_paragraphs(text, max_keys=8):
text = text.replace("\n", "").replace("\t", " ").split()
paragraphs = []
paragraph = ""
for i in range(len(text)):
paragraph+=text[i]
if len(keywords.keywords(paragraph).split("\n")) >= 8 :
paragraphs.append(paragraph)
paragraph=""
return paragraphs

def get_summary(text):
bullets = []
for i in format_paragraphs_gc(text):
bullets.append(summarizer.summarize(i))

return {"bullets" : bullets}

def get_summary_indiv(text):
return {"bullet" : summarizer.summarize(text).replace("\n", "").replace("\t", " ")}