CIFQA: a deterministic tool-grounded multi-agent LLM framework for financial query answering
Read the original at arxiv.org→arXiv:2608.26114v1 Announce Type: new Abstract: Calculation-intensive financial question answering requires exact reasoning over structured rates, temporal conditions, numerical formulas, and rule-based constraints....
Original headline: "CIFQA: A Deterministic Tool-Grounded Multi-Agent LLM Framework for Financial Query Answering"
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- Aug 28, 04:00 UTC arXiv cs.AI lead source CIFQA: A Deterministic Tool-Grounded Multi-Agent LLM Framework for Financial Query Answering