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Beyond RAG: Task-aware knowledge compression for enterprise AI on AWS
Amazon.com·July 27, 2026·1 min read
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Traditional RAG hits a ceiling on analytical tasks that span hundreds of documents. This post shows how to use task-aware knowledge compression (TAKC) on AWS to pre-compress entire knowledge bases into task-specific representations, cache them at multiple fid…
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