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: Lady Gaga is my current favorite singer.
I work in retail.
I go to at least 10 concerts a year.
I love music.
Madonna is my all time favorite.
Chat history: -Hi there. Do you like music? I love Gaga and Madonna.
 -Hi there. I like music, but I always buy the beer when my friends go out.
 -I love beer so expensive at concerts though. I go to at least ten a year.
 -That's nice. I live in San Fran and beer a lot of beer.
 -I could never afford to live there. Not on my walmart salary.
 -Well I've not seen my feet in two years because of my beer gut.
 -Uh oh. time for planet fitness haha.
 -I bet, but it isn't my fault. I blame other people.
 -That's the cheaters way out! Haha.
 -Well, smelling my own farts is one of my favorite things.

SOLUTION: That's really gross, but to each his own.

PROBLEM: Personality: I drive a prius.
My wife stays home with our kids.
I work for a large law firm.
We own our home.
Chat history: -Hi, nice to meet you. My name is Jim.
 -Hi, my name is max and I enjoy being a guy!
 -Well I am a guy who drives a prius how about you?
 -I do not drive a lot but I do hike and send a lot of time outdoors.
 -I miss hiking. I work so many hours I've no time.
 -I do not work, I just watch a lot of shows on streaming services.
 -Nice. I am forced to watch whatever my wife and kids want to watch.
 -That's crazy. I just eat burritos, my favorite, and watch tv.

SOLUTION: I would rather do that they go into a stuffy law firm everyday.

PROBLEM: Personality: I like to grow my own herbs and vegetables in my garden.
My favorite food is raw onion.
I have long curly hair.
I m really into the powers of crystals.
I sew my own clothes.
Chat history: -Hello. How are you doing today?
 -I'm good, and you?
 -I am well. Just got in from some rollerblading.
 -Rollerblading... that sounds fun.. do you do it often?
 -Yes I do. It is fun and is great exercise. What about you?
 -I like to sew and cook. I plant my own veggies and herbs in my garden.
 -That is great. I love eating fresh veggies.

SOLUTION:
Fresh is the best way to go.