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M. Simonae

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Open access 2026

Agentic GraphRAG and Deterministic Schema Reconciliation for High-Compliance Domains: An LLMOps and FinOps Approach

A scalable Agentic GraphRAG architecture structured under a comprehensive LLMOps Feature-Extraction-Inference (FTI) lifecycle, which achieves a 70% improvement in Citation Rate compared to standard Vector RAG and establishes a robust Safe Abstention rate, effectively mitigating the risk of ungrounded generation.

Marcelo Massashi Simonae, A. Ortoncelli, Marlon Marcon · 0 citations

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