Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2607.18102.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

FinSAgent is a multi-agent RAG framework for financial question answering over SEC filings, featuring role-specialized agents mapped to 10-K item structure, database-aware query decomposition, and a feature-gated reranker separating evidential validity from semantic similarity. Outperforms baselines on five benchmarks and a 1,000-user online study.

Specifies a concrete multi-agent architecture with corpus-side conditioning and a reranker that decouples evidence from similarity — useful reference for domain-specific RAG builders.

Cited by

No citations on record.