Category: RAG Accuracy
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RAG Citation Accuracy: 5 Fixes for Systems That Cite Right and Answer Wrong
RAG citation accuracy breaks when retrieval wins but generation fails. Here’s why cited sources hide wrong answers, plus 5 fixes you can ship this week.
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5 Ways Graph-Agentic RAG Is Closing the 43% Accuracy Gap
You’re staring at a production dashboard that should make you proud. Instead, it makes your stomach drop. For the fifth time this week, a high-priority query returned a response that was factually correct but contextually useless. The system missed the nuanced connection between two clauses buried three paragraphs apart. Your RAG pipeline passed every unit…
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5 Temporal RAG Failures 85% of Enterprises Miss
It was 8:47 AM on a Monday when a senior analyst at Apex Capital asked their firm’s internal chatbot a routine question: “Which of our portfolio companies missed earnings estimates last quarter?” The RAG system, built on a retrieval-augmented generation pipeline fed by freshly ingested PDFs and news feeds, returned a clean list of three…