COE Series: Better Prompting with GenAI: A Comprehensive Guide for Beginners
Part 4: Prompting Frameworks (4-6 of 10)
In this content series, we'll cover the following topics:
Advanced Techniques for Complex Tasks
Welcome back to our series on better prompting with GenAI! In the last part, we introduced the RTF, Chain of Thought, and RISEN frameworks. This part will build on that foundation by exploring three more frameworks: the RHODES Framework, the Chain of Destiny Framework, and the CARE Framework. These frameworks are particularly useful for complex tasks that require detailed and structured prompts.
4. RHODES Framework
What is the RHODES Framework?
RHODES stands for Role, Objective, Details, Examples, and Sense Check. This framework is designed to provide clear context and expectations to the AI, ensuring a more accurate and tailored response.
Components of the RHODES Framework
- Role (R): Specifies the role you want the AI to take on.
- Objective (O): Clearly states what you want the AI to accomplish.
- Details (D): Provides any context or constraints that the AI needs to consider for generating a good output.
- Examples (E): Offers examples that the AI can use as a model for its answer.
- Sense Check (S): Asks the AI to confirm its understanding of the objective and guidelines.
How the RHODES Framework is most effectively used
The RHODES Framework is particularly useful when you need the AI to take on a specific persona or role, and when you want to provide clear examples of the type of output you're looking for. It's effective in scenarios where context and specific details are crucial for generating an appropriate response.
Example of using the RHODES Framework
Role: You are a travel blogger specializing in budget-friendly destinations in Mexico. Objective: Write a blog post about the top 5 affordable cities to visit in Eastern Mexico Details: Focus on cities that offer rich cultural experiences, affordable accommodations, and budget-friendly dining options. Include approximate daily budget for each city. Examples: Similar blog posts have included cities like Cancun, Playa del Carmen, Tulum, Cozumel, and Isla Mujeres, highlighting their historic sites, local cuisine, and cost-saving tips. Sense Check: Please confirm that you understand the task and will write from the perspective of a budget-conscious travel blogger.
Summary
The RHODES Framework helps you provide clear context and expectations to the AI by defining its role, stating the objective, providing relevant details and examples, and including a sense check. This approach is particularly useful when you need the AI to adopt a specific persona or when you want to ensure that the output aligns closely with your expectations.
5. Chain of Destiny Framework
What is the Chain of Destiny Framework?
The Chain of Destiny Framework is an iterative approach to content improvement. It involves repeatedly refining an initial output through a series of defined steps, ultimately leading to a high-quality final product.
Components of the Chain of Destiny Framework
- Instructions: Define the content you want to improve.
- Recursion: A set of steps that are repeated multiple times to refine the output.
- Benchmark: Additional information to guide what constitutes a good output.
- Additional Guidelines: Specific rules or constraints to follow during the process.
How the Chain of Destiny Framework is most effectively used
This framework is particularly useful for tasks that require multiple iterations of improvement, such as writing, editing, or problem-solving. It's effective when you want to gradually refine and enhance an initial output to meet specific quality standards.
Example of using the Chain of Destiny Framework
Example 1: Instructions: Write a product description for a new smartphone. Recursion:
- Generate an initial description.
- Improve the description by highlighting unique features.
- Refine the language to make it more engaging.
- Optimize the description for SEO.
- Review and make final adjustments. Repeat steps 2-5 three times. Benchmark: The final description should be compelling, informative, and optimized for search engines. Additional Guidelines: Keep the description under 200 words. Use bullet points for key features.
Summary
The Chain of Destiny Framework provides a structured approach to iterative improvement. By defining clear steps for recursion and setting benchmarks, this framework helps you guide the AI through multiple rounds of refinement, resulting in a high-quality final output that meets specific criteria.
6. CARE Framework
What is the CARE Framework?
CARE stands for Challenge, Action, Result, Elaboration. This framework is a structured approach for instructing AI systems to address specific problems or tasks while providing necessary context and desired outcomes. When using this framework, you're guiding the AI to understand and respond to your request in four specific components:
Components of the CARE Framework
· Challenge (C): Describe the big problem or situation that needs addressing. Set the scene and provide the backstory.
· Action (A): Clearly state what task you want the AI to perform or what you want it to do.
· Result (R): Explain the end game or desired outcome. What should be achieved or conveyed through the AI's action?
· Elaboration (E): Provide additional details, context, or specifications that will help the AI better understand the input and produce a more accurate or tailored output.
How the CARE Framework is most effectively used
The CARE Framework is particularly useful in scenarios where you need the AI to solve problems, create content, or provide analysis with a clear understanding of the context and desired outcome. It's effective in business, creative, analytical, and educational settings where specific, contextualized outputs are required.
Example using the CARE Framework
“I need your help with the following
Challenge: A tech startup is struggling to explain its complex AI product to potential investors who aren't tech-savvy.
Action: Create a simple, engaging analogy that explains how the AI product works.
Result: The analogy should help non-technical investors understand the product's value and potential impact.
Elaboration: The AI product is a predictive maintenance system for manufacturing equipment. It uses sensor data to predict when machines will need repairs before they break down."
Summary
The CARE Framework is a structured method for instructing AI systems by clearly defining the problem, desired task, outcome, and additional context. This framework enhances the AI's ability to provide accurate, context-specific responses, making it particularly effective in business, creative, analytical, and educational settings.
Prompting Frameworks Summary
By using these advanced frameworks, you can tackle more complex tasks and improve the quality of AI-generated outputs. In the next part, we'll introduce additional frameworks and explore advanced techniques for even more effective prompting.
This series is brought to you by the High Growth Technologies, Center of Excellence (COE). Our COE can help you make your GenAI tools more capable for your business.
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