Artificial Intelligence
Author: Renuka Kumar, Toby Fotherby, Shweta Keshavanarayana, Thomas Matthew, Daniel Vaquero, Atul Varshneya, and Jessica Wu
Enterprise-grade natural language to SQL generation using LLMs: Balancing accuracy, latency, and scale
In this post, the AWS and Cisco teams unveil a new methodical approach that addresses the challenges of enterprise-grade SQL generation. The teams were able to reduce the complexity of the NL2SQL process while delivering higher accuracy and better overall performance.