Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations

In 30 Sekunden

Was passiert ist

Researchers propose READ, an agent-based document search system using lexical search and structural navigation instead of embedding-based retrieval for financial documents.

Warum es zählt

Engineers building retrieval systems for structured documents like financial statements, audit reports, and regulatory filings should consider this approach.

Achtung

The method was tested on financial documents with heavy tabular content; effectiveness on other document types remains unclear and unstated.