How to use word2vec and RNN together?

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So, I am using word2vec in Java, and trying to train it somehow so that it gives me vector representation for words and sentences.

Can I use this for feeding input into a neural network, to get a response on the basis of the word2vec data? I am planning to make a chatbot with the help of this.

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