According to the Gensim Word2Vec, I can use the word2vec model in gensim package to calculate the similarity between 2 words.
e.g.
trained_model.simi
You can just add the word vectors of one sentence together. Then count the Cosine similarity of two sentence vector as the similarity of two sentence. I think that's the most easy way.