AutoPrompt

Auto Prompt is a prompt optimization framework designed to enhance and perfect your prompts for real-world use cases.

AutoPrompt is a prompt optimization framework designed to enhance and perfect prompts for real-world applications using large language models (LLMs). It automates the generation of high-quality, detailed prompts tailored to user intentions through an iterative calibration process. This method reduces manual effort in prompt engineering and addresses common issues like prompt sensitivity and ambiguity. AutoPrompt is modular and adaptable, integrating seamlessly with tools like LangChain and Argilla, and supports tasks such as moderation, classification, and content generation. It optimizes prompts efficiently, often completing in minutes with minimal data and cost. The framework also allows users to set budget limits for optimization, making it practical for production use. AutoPrompt is ideal for those seeking reliable, robust prompts with improved accuracy and performance.