About this document
Superintelligent Retrieval Agent: The Next Frontier of Information Retrieval by cursonivel001 is a document available to read on EtoBox.
The SuperIntelligent Retrieval Agent (SIRA) is introduced as a novel approach to information retrieval that enhances efficiency by transforming multi-round exploratory searches into a single, expert-level retrieval action. SIRA utilizes a two-stage framework where an LLM generates an expected-response sketch and validates terms against corpus statistics, leading to a controlled BM25 query. Performance evaluations show that SIRA significantly outperforms existing dense retrievers and multi-round agentic base
- Author
- cursonivel001
- Language
- EN