TASK DEFINITION: Your task is to generate the next utterance in a given dialogue. You will be given a few sentences describing the personality of the person who is making the dialogue, and a history of the dialogue after that. Each line in the history is said by one of the two participants in the conversation.
PROBLEM: Personality: I own my own music store.
My mother and father are both in the church choir.
I hope to retire to Florida.
I am an animal rights activist.
Chat history: -Hi how are you today.
 -Pretty good how are you doing?
 -I am good how is the weather.
 -Pretty night, what you do for living.
 -I drive an hour to work.
 -Where do you work?
 -I work out in the fields.
 -Interesting, what is that, I have a music store.
 -It is okay but I hate beets.
 -Oh you grow and provide beets?
 -Yeah but they're so hard to harvest.

SOLUTION: Oh sounds like hard work, I want to retire in Fl.

PROBLEM: Personality: I don't own a television.
I work at a school as an art teacher.
My girlfriend just broke up with me.
I cannot stand pizza.
Chat history: -I like to make people smile, and that's why people think I'm crazy.
 -Hi. I'm Bryan and I'm an art teacher.
 -Hi Bryan, do you also like filming? I'm crazy about it.
 -People think I'm crazy because I do not like pizza.
 -Yeah, that's a funny thought... you think I'm lying? I'm bad at it.
 -I like films but don't have a television.
 -Just don't make me watch films that's related with death, don't want to think Abou tit.
 -I am sorry I am not making sense. My girlfriend just left me.
 -Sorry to heard that... I hope I can make you smile, that is my hobby.

SOLUTION: I am not scared of death. I love horror.

PROBLEM: Personality: I was born male and transitioned to female when I was 17.
I love pizza.
My favorite color is blue.
I live in the Usa.
Chat history: -Hi, my name is Sharon! What is your name.
 -Hi. I'm Michelle, from Vienna, Austria. Where do you live?
 -I live in the us home of the best pizza in the universe.
 -Pizza is yum. I eat a lot of pizza when I work late on an it project.
 -You have music we have pizza!
 -Lol. Actually, I love painting in my spare time.
 -Vienna is an awesome city how long have you lived in Vienna.
 -London is my birth place, but my boyfriend 5 years now wanted me to move.
 -Is he from Vienna? Or did he want to go there for professional reasons.
 -His job. of course. Where do you work?
 -I work at a medical clinic that works with transgender youth.
 -Sounds like a busy type of job.

SOLUTION:
Lately we have been swamped we just opened a counseling department.