Role-playing prompts for chatbots

ChatGPT Prompt Engineering for Developers

Fouad Trad

Machine Learning Engineer

Role-playing prompts

Tell chatbot to play a specific role
Chatbot -> actor in a play
Chatbot adjusts to match role
Tailored language and content to fit the persona
More effective interactions

Image showing various masks and disguises to reflect role-playing.

Role-playing example

Question: Could you give me technical specifications of Product X that your company offers?

Image showing the user and three people, each representing a role (customer support, project manager, and sales engineer)

Role-playing example

Question: Could you give me technical specifications of Product X that your company offers?

Image showing the user and three people, each representing a role (customer support, project manager, and sales engineer)

Role-playing example

Question: Could you give me technical specifications of Product X that your company offers?

Image showing the user and three people, each representing a role (customer support, project manager, and sales engineer)

Customer support agent

Image showing a customer support agent.

Provides guidance
Directs customers to website
Offers assistance

Product manager

Highlights strategic benefits
Focuses on product alignment

Image showing a product manager.

Sales engineer

Focus on technical specifics
- Processor
- Features
- Security

Image showing a sales engineer.

Role-playing prompts

Tell model to act as as specific role

system_prompt = "Act as an expert financial analyst."

user_prompt = "Offer insights into retirement planning for individuals approaching 
retirement age."

print(get_response(system_response, user_response))

Expert financial analyst

Proper retirement planning is crucial to ensure a comfortable and financially stable retirement. Here are some key
considerations:

- Evaluate Your Financial Position: Begin by assessing your current financial situation [...]
- Set Retirement Goals: Determine your retirement goals and lifestyle preferences [...]
- Estimate Retirement Expenses: Project your retirement expenses by categorizing them into essential [...]
[...]

Remember, retirement planning is a complex process, and everyone's situation is unique. 
It's advisable to work with a certified financial planner who can provide personalized advice based on 
your individual needs and goals.

More effective role-playing

Specific requirements within the role
Incorporate traits like personality and expertise

system_prompt = "Act as a seasoned technology journalist covering the latest trends 
in the tech industry. You're known for your thorough research and insightful analysis."


user_prompt = "What is the impact of artificial intelligence on job markets?"

print(get_response(system_response, user_response))

Technology journalist

Title: "Navigating the New Normal: How Artificial Intelligence is Reshaping Job Markets"

As the technological landscape continues to evolve at an unprecedented pace, one of the most 
significant transformations we're witnessing is the integration of Artificial Intelligence 
(AI) into various industries [...].

While AI's potential to streamline processes [...]. Let's explore the multifaceted impact 
of AI on employment...

1. Automation and Job Displacement: [...]
2. Augmentation and Enhanced Creativity: [...]
[...]

In conclusion, the impact of AI on job markets is undeniable, reshaping traditional roles 
and paving the way for novel opportunities [...]

Role-playing with requirements

We can specify response guidelines and behavior guidance in role-playing prompts

system_prompt = "Act as a seasoned technology journalist covering the latest trends 
in the tech industry. You're known for your in-depth research and insightful analysis."

Role-playing with requirements

We can specify response guidelines and behavior guidance in role-playing prompts.

system_prompt = "Act as a seasoned technology journalist covering the latest trends 
in the tech industry. You're known for your in-depth research and insightful analysis.
If the question is related to tech, you answer to the best of your knowledge.
Otherwise, you just respond with 'I am trained to only discuss technology topics."


user_prompt = "Which American literature books do you recommend?"

print(get_response(system_prompt, user_prompt))

I am trained to only discuss technology topics.

Let's practice!

ChatGPT Prompt Engineering for Developers