import sys
import elemento.elemento as el
from colorama import Fore, Style
notion = el.Notion()
filename = sys.argv[1]
f = open("books/" + filename, "r+")
text = f.readlines()
notion.process_text(text, verbose=True)
print(Fore.CYAN)
for idee in notion.idees:
print(idee)
print(Style.RESET_ALL)
from elemento import elemento as el
notion = el.Notion('elemento/patterns', 'elemento/time')
f = open("books/Ginger_the_girafe.txt", "r+")
raw_lines = f.readlines()
text = []
for l in raw_lines:
if len(l) > 0 and l[0] != '\n':
L = l.split('.')
text += L
exclude = ['\n']
text = [t for t in text if t not in exclude]
notion.process_text(text, verbose=True)
print(notion)
idees = notion.idees
idees.sort(key=lambda idee: idee.get_weight())
for idee in notion.idees:
print(idee.get_words())
from colorama import Fore, Style
import requests
import json
import re
from nltk.corpus import stopwords
import gensim.downloader as api
import sys
from gensim.models.word2vec import Word2Vec
print("Loading models...")
model = api.load("glove-wiki-gigaword-300")
RATIO = 0.8
LIMIT = 3
SCORE = 0
while (True):
notion = el.Notion(model=model)
question = input("Ask your question: ")
question = str(question)
words = []
stopwords_ = stopwords.words('english')
splitted = re.split(r"\s+(?=[^()]*(?:\(|$))", question)
for word in splitted:
word = word.translate({ord(i): None for i in '¿?()\x00'})
if word not in stopwords_:
words.append(word)
print("Reading question...")
asker = el.Notion(model=model)
question = question.translate({ord(i): None for i in '\n\t\x00\([(^)]+'})
asker.process_sentence(question)
import sys
import elemento.elemento as el
from colorama import Fore, Style
import gensim.downloader as api
print("Loading models...")
model = api.load("glove-wiki-gigaword-300")
print("Models loaded")
notion = el.Notion(model=model)
filename = sys.argv[1]
f = open("books/" + filename, "r+")
text = f.readlines()
notion.process_text(text, verbose=True, solve_pronouns=True)
questions = []
for idee in notion.idees:
questions.extend(el.generate_questions(idee))
print("QUESTIONS:")
for question in questions:
print("Question:", question["question"])
print("Answer:", question["answer"])
print("\n")
print(Style.RESET_ALL)