Run BERT model to sentence similarity on PC?

Hello, in the recent days i learned the capability of BERT to do text semantic similarity and it yielded good results because its vector embeddings was combine with bidirectional attention function. I wonder could it deployed to local PC because I want to create local web apps to check text similarity?