import gensim.downloader as api

print("model loading")
model = api.load("glove-wiki-gigaword-100")
print("model loaded")

import random
def generate_similar_words(seed_word, topn=10):
  if seed_word in model:
    return [word for word, score in model.most_similar(seed_word, topn = topn)]
  else : return []

def create_paragraph(seed_word):
  similar_words = generate_similar_words(seed_word, topn=10)
  if not similar_words:
    return f"no similar word for {seed_word}"
  random.shuffle(similar_words)
  selected_words = similar_words[:5]

  paragraph = (
      f"In this world inspired by {seed_word}"
      f"people discovered idea like this: "
      f"{', '.join(selected_words[:-1])}"
      f"and {selected_words[-1]}."
      f"These idea shape the future "
  )
  return paragraph

seed_word = "freedom"
paragraph = create_paragraph(seed_word)
print(paragraph)