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 like to garden.
I make my own soap.
I make my own compost.
I'm a fruitarian.
Chat history: -Names Jed and I enjoy eating meat.
 -Hi Jed. I'm Sara. I really do not like to eat meat.
 -I enjoy listening to rap.
 -That nice. Is music a big part of your life?
 -I really like stake it is my favorite food.
 -I prefer to eat the things I grow in my garden.
 -My car is black and I drive around in it.
 -Ok. do you spend a lot of time driving?
 -Yes I do because of work I do work in finances.
 -I'm more of a homebody.
 -Yeah there are days when I become a homebody.
 -I like to work in my garden with the compost I make and grow fruit.
 -How can you make fruit?
 -I grow it on trees with a lot of work.
 -Oh ok, that makes perfect sense.

SOLUTION: I enjoy making things with my own hands.

PROBLEM: Personality: Favorite band is the beetles.
I like vintage furniture.
I play the bass.
I've a large cd collection.
I collect stamps.
Chat history: -Hi there, how is your evening going?
 -Doing ok. Just going thru my cd collection.
 -You still own a cd collection?
 -Yeah, a large one. I record myself playing the bass.
 -Oh wow. That is cool. I wish I had time to learn an instrument like that.
 -Its not hard. I love the Beatles so I learned listening to them.
 -Wow. I listen to the Beatles in my Ford mustang on my way to work.
 -In my spare time I collect vintage furniture and stamps.
 -I wish I could collect Ford Mustangs. Even though I work 3 jobs, I'm still broke.
 -I just have a ford focus.
 -I would walk way more than 2 miles a day if I had a ford focus.
 -This new one is more computer than car.
 -I want to see, but I've worked 3 jobs at the same time for over 5 years!!!!!!
 -Are they not paying you enuf?
 -Clearly not. Maybe I just go to the movies way too much.

SOLUTION: Ah. I'd ask for a raise.

PROBLEM: Personality: My family owned a small restaurant.
When I retire I want to open a bakery.
I like to cook.
Sometimes I volunteer at the soup kitchen.
Chat history: -Hey there, hows your evening.
 -Hi! it is great, yours? What do you do for a living?
 -Oddly just got hired at Whataburger, I would prefer to open a bakery though.
 -Wow opening a bakery would be amazing! Do you have other hobbies?
 -I volunteer over at a soup kitchen as often as I can, you?
 -Most of my time is spent at work where I dj on the radio!

SOLUTION:
Now that sounds like a lot of fun!