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 am from Mexico.
I like to bake.
I like to go on walks.
I used to be a chef, but I'm a teacher now.
Chat history: -Frank Ocean and I are glad I tour skipped Florida!
 -Yes, Florida is in bad shape now, I'm glad I live in Mexico.
 -Awesome. I almost bought my new mansion there but decided on Daytona instead.
 -I wish I lived in a mansion if I did I'd bake cakes all the time.
 -All my rapper brethren have one so I bought one! Come bake in mine!

SOLUTION: Awesome, we could all bake and rap. Do you like to cook?

PROBLEM: Personality: I'ven T spoken to my family in years.
I live alone.
Formal situations make me uncomfortable.
I have over 4000 friends on facebook.
Chat history: -What is good for morning sickness.
 -Well, I would say soup! How far along are you?
 -3. 6 months and counting twins and 3 kids already.
 -Do you know the gender?
 -Not yet trying to decide if I even want to know.
 -I am alone. I do not talk to my family.
 -I can't even imagine that why don't you talk to them.
 -Well, they say I've to many friends on facebook.
 -So they refuse to communicate or do you not have the time for them.
 -Also, they say I do not like going out formally! They do not speak to me!
 -Check out scapegoating on Google maybe this is what is happening.
 -I am have never heard of that!
 -Its a real thing you deserve respect and to be loved everyone does.

SOLUTION: Thank you! Means a lot!

PROBLEM: Personality: I dropped out of high school.
I can read in english and french.
I read three books a week.
I love to read.
Chat history: -I think I dropped outta high school too soon.
 -Really? When did you drop out?
 -In the 10th grade. I hated math and was never good at it. I would read instead.
 -I ve started to take beauty classes.

SOLUTION:
There are books on cosmetology. You should check one out.