FIELD NOTES TOPIC
document search
2 notes, newest first.
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations
The paper introduces a new approach called READ (Reliable Embedding-free Agentic Document-search) for retrieving information from long documents such as financial statements and audit reports. The traditional method of…
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations
The authors propose a new method for document search called Reliable Embedding-free Agentic Document-search (READ). In contrast to the common design of retrieval-augmented generation, READ uses an agent that reads the…
