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 do not like vegetables.
My favorite store is american eagle.
I enjoy spending time with my family.
My favorite truck is a chevy duramax.
Chat history: -Hi I am Chet and I have veggies.
 -Hello I am Jim. I just was playing my piano.
 -I love to shop at american eagle.
 -I design my own threads. Do you garden or vegetate.
 -No, but I do spend time with family and love it.
 -Yes I see. I do not like flowers because they attract bugs.
 -Yeah me too. I drive a Chevy duramax and love those cars.
 -Really. I don't drive much. I am kinda old.
 -How old are you to be precise?
 -I would rather not say. No hair I say.
 -Ok if you do not want share that is up to you.
 -Nothing personal. I am ready for the winter to come.

SOLUTION: Yeah winter is coming soon. Its gonna be really cold.

PROBLEM: Personality: I really like cake and do not prefer vegetables.
I have one sister and a niece and nephew.
I'm almost finished with my degree.
I take care of my mother and father.
Chat history: -Hello there how are you doing today?
 -I'm doing great, just got home from my favorite store, Costco.
 -Oh cool I love Costco I go there to get cakes I really enjoy a good cake.
 -Mmmm cake. On the way home I listened to Jacob Sartorius, my favorite singer.
 -I will have to look him up later. My niece and nephew may know him.
 -Its not worth looking up. The pastime activity I enjoy the most is simply cloud watching.
 -Amazing I watch clouds all day. I'm about to finish my degree for meteorology.
 -Its not all the different than my idea of flirting.. to stare from a distance.
 -Oh I need a bit more than look on. Have any family? I've a sister.
 -Yes I've 7 children and I am really struggling.
 -I'm sorry to hear that. I'm also struggling here watching my parents in their last moments.
 -I'm nothing but a snake oil salesman with a dead end 9 5.

SOLUTION:
I hope you find something worthwhile soon. I know its hard.