def main(word, language, part_of_speech, number_of_clusters):
# here we need to get sentences either from txt or db file
sentences = get_corpus_from_txt_file(language)
# sentences = get_corpus_from_db (language)
print("Got sentences for language " + language)
vocabulary = Vocabulary(language)
print("Created Vocabulary")
cluster = Cluster(language, number_of_clusters)
words = vocabulary.make_array_of_words_from_sentences(sentences)
print("Made arrays for every sentence")
throne2vec = vocabulary.build_vocabulary(words) # get the trained model (vocabulary)
print("Trained the model")
all_word_vectors_matrix_2d = cluster.make_vectors_2D(throne2vec)
print("Made matrix with vectors")
