Posts about rag
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The Three Paradigms of Agent Knowledge
Agent knowledge systems have three fundamental paradigms: static context, dynamic tools, and retrieval. Most stop at two. The third is the biggest unexploited opportunity.
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Agentic Search Ate RAG
When AI agents can grep, read, and reason iteratively, most RAG infrastructure becomes unnecessary middleware.
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RAG for Compliance: The Hard Problem Is Chunking, Not Retrieval
Banks are deploying RAG for compliance and discovering the hard problem isn't retrieval. It's the pipeline before it.