Prompt Picker
Overview of Prompt Picker
Prompt Picker: Find the Best Prompts for Your AI Application
What is Prompt Picker?
Prompt Picker is a tool designed to help you optimize the system prompts for your generative AI applications. Instead of relying on trial and error or manual prompt engineering, Prompt Picker allows you to run experiments and assess multiple prompts in parallel to identify the most effective configurations.
How does Prompt Picker work?
Prompt Picker streamlines the prompt optimization process into three key steps:
- Configure Your Experiment: Define the parameters of your experiment, including the system prompts or custom instructions you want to test, the user inputs you want to assess them against, and the language model parameters.
- Assess Your Generations: Using a double-blind experimental setup, evaluate the generations produced by each prompt and select the ones that best meet your users' needs.
- Get Your Results: After running the experiment, Prompt Picker provides a ranking of the system prompts or custom instructions you tested, allowing you to confidently choose the best configuration for your use case.
Why is Prompt Picker important?
- Craft Better User Experiences: Ensure that your users are getting the best possible experience from your AI application by using optimized system prompts.
- Reduce Costs Per Query: Minimize your query tokens by selecting the shortest and most effective system prompts.
- Get More Helpful Chat Responses: Identify the best custom instructions for your daily use of ChatGPT.
- Data-Driven Optimization: Make informed decisions about your prompts instead of relying on guesswork.
How to use Prompt Picker?
To start using Prompt Picker, simply visit the website and configure your experiment. The tool will guide you through the process of defining your prompts, inputs, and evaluation criteria.
Who is Prompt Picker for?
Prompt Picker is suitable for anyone who wants to improve the performance of their generative AI applications, including:
- Developers building AI-powered products
- Businesses using AI to enhance customer service
- Individuals who want to get more helpful responses from ChatGPT
Frequently Asked Questions (FAQ)
- What language models can I use? Currently, only GPT-3.5-turbo is supported, but GPT-4 will be coming soon!
- How much does it cost? Prompt Picker is currently free to use, but we will be introducing a paid tier with more features soon.
- How do you rank the candidate system prompts? Based on pairwise comparisons provided by the user, Prompt Picker uses the ELO rating system to rank the candidate system prompts or custom instructions.
In conclusion, Prompt Picker is a valuable tool for anyone looking to optimize their AI prompts and improve the performance of their generative AI applications. By running experiments and assessing multiple prompts in parallel, you can identify the most effective configurations and ensure that you are getting the best possible results from your AI system.
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