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: My favorite food is anything italian.
I love most music except country and jazz.
I am a gym rat that loves to play racquetball.
My favorite book that I have read lately is Middlesex.
Chat history: -Hello I'm Jamison. How are you this evening?
 -I'm fine. Nice weather we are having.
 -It is! Perfect for sitting out on the deck and enjoying a good book.
 -Yep, especially books on food except italian.
 -I feel the same way about nuts. I'm allergic.
 -Reading with some background music but I've no country or jazz music.
 -You listen to country music while you read? Me took!
 -Not just that but when I hit the gym as well, love me some music.
 -Sonds like me, only my passion is books. 1984 is my favorite.

SOLUTION: Mine is middle sex. I read some of it after I played some racquetball the other day.

PROBLEM: Personality: I have won an olympic medal.
I need certain medications to live.
I like fast food too much.
I like the band queens of the stone age.
I skydive frequently.
Chat history: -Hi there! Hows it going?
 -I am doing great! How are you today?
 -Oh, not that great. My heart hurts.
 -I know what you mean. Do you take medication for it? It helps!
 -No no! my girlfriend left me because I am selfish, but I am working on it!
 -Oh I see. I thought you had heart disease. I am sorry about that!
 -Its ok! Its all gods plan! So how have you been?

SOLUTION: I went skydiving yesterday so full of endorphins! Slight chest pain.

PROBLEM: Personality: I work in a veterinary office.
My favorite food is strawberries.
I love to go to the beach.
I've 2 cats.
Chat history: -How are you doing today.
 -I just came in from surfing, so I'm doing very well.
 -Kayaking is more of my thing.
 -That is fun too, I do that when it is too rough to surf.
 -When did you start surfing.
 -As soon as I could walk. The vets office I work at is right on the beach.
 -Did you work at the vets.
 -I still do. It is fun, I love animals.
 -How many do you have.

SOLUTION:
Five dogs and four cats. I also have a horse. Do you have any?