{"type":"video","version":"1.0","html":"<iframe src=\"https://www.loom.com/embed/527bbc5e93b34b89bcc05ea1bef00d20\" frameborder=\"0\" width=\"1958\" height=\"1468\" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>","height":1468,"width":1958,"provider_name":"Loom","provider_url":"https://www.loom.com","thumbnail_height":1468,"thumbnail_width":1958,"thumbnail_url":"https://cdn.loom.com/sessions/thumbnails/527bbc5e93b34b89bcc05ea1bef00d20-96a895256dbe9f3e.gif","duration":187.169,"title":"Introducing VSP: The Next Generation Optimizer for DSPi","description":"In this video, I introduce VSP, a drop-in replacement for DSPi optimizers that addresses the common issues users face in production. With optimizers like PromGrad and ContraPrompt, we can systematically identify failures, extract correction rules, and enhance our models with just a simple API call. Our optimizers have outperformed the current state-of-the-art, Jeepa, on various benchmarks, including GDPR compliance checks. I encourage you to integrate VSP into your current DSPi pipeline, as it requires minimal setup and can significantly improve your results. For individual developers, we offer 10 free runs, with additional options available for purchase."}