sentence vector to sentence
You might need an encoder-decoder framework that can be implemented using two LSTM/GRU models. The Encoder takes the first phrase in, outputs the last (summary) hidden layer, it is taken by the first Decoder state, alongside BOS token, outputs the second token, uses it to predict the third, and so on until you reach the end of the (response) phrase.