Implement Prompt Sweeps in Dify Playground
planned
yash parmar
I am looking for a way to execute multiple LLM end-to-end runs with different combinations of prompt templates, models, data, and hyperparameters in bulk. This feature, known as prompt sweeps, would greatly assist in debugging and optimizing LLM applications.
I propose the addition of a prompt sweeps feature in the Dify playground. This feature would allow users to set up and execute multiple runs with different combinations of prompt templates, models, data, and hyperparameters. The results of these runs should be presented in a clear and organized manner for easy analysis and comparison.
The ability to run multiple prompts with different models and datasets in a single operation would be a powerful tool for debugging and optimizing LLM applications. It would save time and provide a more efficient way to test and refine these applications.
Chenhe Gu
planned