Learn how to build a contract compliance search system that combines semantic search with semantic highlighting using Amazon OpenSearch Service. The walkthrough covers deploying the solution via CloudFormation stacks and testing it with synthetic documents to find both relevant contracts and specific clauses in a single query.
AWS CloudFormation's new express mode lets you deploy cloud infrastructure faster by streamlining the provisioning process, whether you're using JSON, YAML templates, CDK, or SAM. This means less waiting around and more time actually building stuff—perfect if you're juggling multiple stacks or running deployments through CI/CD pipelines.
AWS CloudFormation and CDK now validate your infrastructure templates before deployment, giving you instant feedback on mistakes whether you're deploying directly, using change sets, or running through CI/CD pipelines. This means faster iteration cycles and fewer failed deployments slowing down your team.