Beyond RAG: Task-aware knowledge compression for enterprise AI on AWS

Task-aware knowledge compression (TAKC) improves on retrieval-augmented generation by creating task-specific document summaries for complex enterprise AI tasks, enabling better cross-document insights. This technique is deployable on AWS with an open-source implementation.