RAG struggles with cross-document tasks like financial due diligence. AWS proposes task-aware knowledge compression to pre-compress documents by task type, preserving only relevant details. Open-source implementation available for AWS deployments.Source: AWS Machine Learning Bloghttps://aws.amazon.com/blogs/machine-learning/beyond-rag-task-aware-knowledge-compression-for-enterprise-ai-on-aws/#AI #Automation
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