Proxy-Pointer RAG: Solving Entity and Relationship Sprawl in Large Knowledge Graphs
Towards Data Science3847 字 (约 16 分钟)
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Proxy-Pointer RAG reduces the computational cost of entity and relationship reconciliation in knowledge graphs by over 90% by preserving document structure, enabling millisecond-scale ingestion without full-graph traversal.
入选理由：Proxy-Pointer RAG 使用 Skeleton Tree 和 Breadcrumb Injection 技术，使向量检索能精准定位文档完整结构段，而非碎片化块。
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