ended6월 7일· 1 sources
Mining Analyst Notes to Supercharge SOC RAG Performance by 41%
라벨링 비용 없이 RAG 성능 41% 높이는 법: SOC 보안 데이터의 재발견
Why it matters
This case study demonstrates how 'dark data' like analyst close-notes can be repurposed for domain-specific AI training without expensive manual labeling. It highlights a significant performance leap in RAG systems by optimizing the reranker stage, offering a practical blueprint for specialized enterprise search.
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RerankerRAG pipelineSOCXSOARFine-tuning