Prompt Picker
Prompt Picker streamlines the process of selecting the most effective system prompts for your large language model (LLM) applications.
About Prompt Picker
Prompt Picker enables users to identify optimal system prompts (also known as custom instructions) for LLM-powered applications through experimental testing with simulated user inputs. It helps determine the most effective prompts for improved AI performance.
How to Use
1. Set up your experiment by specifying system prompts, user inputs, and model parameters. 2. Evaluate generated responses using a double-blind method to identify the best outputs. 3. Review Prompt Picker's rankings to choose the most suitable prompt configuration.
Features
- Rank prompts based on user preferences and performance
- Utilize a double-blind testing setup for unbiased evaluation
- Evaluate prompts with simulated user interactions
- Test multiple prompts simultaneously for efficiency
Use Cases
- Enhance chatbot response quality
- Optimize prompt length to reduce costs
- Improve user experience in AI-driven applications
Best For
ChatGPT usersLLM researchersAI application developersPrompt engineersAI practitioners
Pros
- Accelerates prompt development and testing
- Supports data-driven prompt selection
- Potentially lowers operational costs
- Improves AI output quality for users
Cons
- Currently supports only GPT-3.5-turbo
- Requires user input for response evaluation
- Dependent on input quality for accurate prompt ranking
FAQs
Which language models are compatible with Prompt Picker?
Currently, it supports GPT-3.5-turbo, with GPT-4 compatibility coming soon.
Is there a cost to use Prompt Picker?
Prompt Picker is free at present, with plans to introduce premium features in the future.
How does Prompt Picker rank system prompts?
It uses pairwise comparisons from users and applies the ELO rating system to rank prompts based on response quality.
Can I test multiple prompts simultaneously?
Yes, Prompt Picker allows parallel testing of various prompts to identify the best options efficiently.
What types of applications benefit from Prompt Picker?
It is ideal for chatbot development, AI research, prompt engineering, and optimizing AI-driven user experiences.