How to use glove pretrained vectors to find similarity between two words and later in two documnets?

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I am trying to find cosine similarity between two documents. To start with, I am trying to use it to find similarities between two words. I want to load the pretrained vectors and then use them to do the given task. There is not enough documentation of glove-python package. Would appreciate if someone can point me in the right direction or if I should use some other package. I am trying to find similarities between sentences like:

For eg. - The man walked his dog in the park - A poodle was travelling through a field with her owner

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