def answer(article_path, questions_path):
u = Util()
a = Answer(Article(u.load_txt_article(article_path)))
q = u.open_utf_file(questions_path)
q = q.splitlines()
for question in q:
print(a.answer(question))
for i, embedding in enumerate(sentences_embeddings):
diffs = np.inner(question_embedding, embedding)
dist = diffs
distances.append((dist, sentences_list[i]))
distances.sort(key=lambda x: x[0], reverse=True)
most_similar_sentence = distances[0][1]
most_similar_score = distances[0][0]
if return_score:
return (most_similar_sentence, most_similar_score)
return most_similar_sentence
if __name__ == "__main__":
u = Util()
art = Article(
u.load_txt_article("../articles/Development_data/set4/set4/a1.txt"))
a = Answer(art)
q = "Who studied the stars of the southern hemisphere from 1750 until 1754 from Cape of Good Hope?"
print(a.answer(q))
# Who is a product of a revision of the Old Babylonian system in later Neo-Babylonian astronomy 6th century BC?
# Who interpreted the creatures appearing in the books of Ezekiel (and thence in Revelation) as the middle signs of the four quarters of the Zodiac?
# Who studied the stars of the southern hemisphere from 1750 until 1754 from Cape of Good Hope?
# Who aided the IAU (International Astronomical Union) in dividing the celestial sphere into 88 official constellations?
# Who is a product of a revision of the Old Babylonian system in later Neo-Babylonian astronomy 6th century BC?
def ask(article_path, num_questions):
u = Util()
q = Question(Article(u.load_txt_article(article_path)))
questions = q.generate(int(num_questions))
for question in questions:
print(question)