You might be interested to know that Annoy is also integrated into Gensim, which allows you to train, use and query word embeddings on your own data. Gensim imp

You might be interested to know that Annoy is also integrated into Gensim, which allows you to train, use and query word embeddings on your own data. Gensim implements fast Doc2Vec and FastText too, which are a bit newer embedding techniques [0] :-) [0] https://twitter.com/gensim_py/status/969222857246101504 https://twitter.com/gensim_py/status/969222857246101504