Reduce RAG costs on Amazon Bedrock with query-aware compression

Amazon Bedrock shows how query-aware compression cuts RAG input costs. A smaller model filters retrieved chunks against the query before the main model answers, reducing tokens while preserving quality. The pattern helps developers run managed RAG pipelines more cheaply at scale.

Opening Kapyn…