AWS Architecture Blog
Author: Yury Brukau
Yury Brukau is a Senior Delivery Consultant at AWS Professional Services. He specializes in architecting distributed, scalable, and resilient applications through container and serverless technologies, with a recent focus on integrating AI capabilities into modern application development.
Reducing Text2SQL latency with parameterized query templates
Learn how parameterized query templates reduced Text2SQL latency by 80% and cut token consumption by over 50%. This post covers the architecture behind an intelligent caching layer that uses semantic similarity to match user questions to SQL templates, bypassing expensive LLM calls.