rag limitations
2 articles · 12 co-occurring · 1 contradictions · 0 briefs
Article argues RAG's complexity often exceeds its value, contradicting RAG-first orthodoxy but supporting emerging recognition of its operational costs
retrieval augmented generation 2 tool use orchestration 1 tool use architecture 1 tool integration patterns 1 system prompt design 1 schema enforcement 1 prompt engineering 1 performance optimization 1 natural language interfaces 1 metadata injection 1 context window optimization 1 agent memory and knowledge 1
RAG Is Dead. Long Live Context Engineering for LLM Systems
Article argues RAG's complexity often exceeds its value, contradicting RAG-first orthodoxy but supporting emerging recognition of its operational costs
Article argues RAG's complexity often exceeds its value, contradicting RAG-first orthodoxy but supporting emerging recognition of its operational costs
Identifies specific RAG failure modes: fragmentation across pages, loss of exact signatures in chunking. These are context engineering problems.
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