SOP: Updating Prompts for Gen-AI Domain Experts
Objective
To guide Gen-AI domain experts on updating prompts effectively for the Gen-AI system to improve the quality of generated responses.
Key Steps
1. *Accessing Prompts*
Log in to the Gen-AI platform.
Identify the prompts that require updating based on your expertise in the domain.
2. *Updating Prompts*
Review the existing prompts and assess if they need modifications for better outcomes.
Edit the prompts to align with the desired task, ensuring clarity and specificity.
Focus on creating new versions
3. *Testing Prompts*
Select the prompt you have updated for testing.
Compare the generated responses using different models like GPT4 or Mini to evaluate the effectiveness of your changes.
Analyze the results and iterate if necessary to improve the quality of responses.
4. *Providing Ideal Answers*
Provide ideal answers to the system to generate tests based on these answers.
Review the generated tests and fine-tune questions to ensure they effectively evaluate the system's performance.
Cautionary Notes
Ensure that prompts are updated accurately to avoid misleading or incorrect responses.
Test the updated prompts thoroughly before publishing to validate their effectiveness.
Tips for Efficiency
Regularly review and update prompts based on feedback and performance metrics.
Document the rationale behind prompt updates to maintain a clear record of changes and improvements.
By following these steps, Gen-AI domain experts can contribute effectively to enhancing the performance and accuracy of the Gen-AI system through prompt updates.