YiVal automates prompt optimization and evaluation for generative AI applications through a data-driven, evaluation-centric methodology. It tunes prompts, RAG configurations, and model parameters by running experiments in the loop and scoring results to find optimal settings. The tool supports multiple LLM providers including GPT-4 and integrates with image generation systems like Stable Diffusion and Midjourney.