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Hierarchical Reranker is proposed, a deployable, domain-optimized RAG pipeline that enhances both the accuracy and scalability of financial reasoning, paving the way for automated audit reporting and quantitative investment analysis.
Graph-of-Context (GoC) is introduced as a split between a recoverable storage graph and a budget-constrained active context for instrumented single-session workflows with available or constructible dependency traces, and scoped fork adds dependency-aware projection with provenance-preserving rejoin within that trace gr...
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