Citation Search And Retrieval With Financial Data Filtering

via “retrieval-augmented generation for financial document analysis”

FinRobot: An Open-Source AI Agent Platform for Financial Analysis using LLMs 🚀 🚀 🚀

Unique: Implements RAG specifically for financial documents with source tracking and citation capabilities, enabling agents to reference specific 10-K sections or earnings call timestamps, rather than generic RAG that loses source attribution

vs others: Maintains source citations and enables compliance-grade audit trails compared to generic RAG systems, critical for financial analysis where regulatory requirements demand documented reasoning