Rethinking Agentic Search with Pi-Serini: Is Lexical Retrieval Sufficient?

Tz-Huan Hsu, Jheng-Hong Yang, Jimmy Lin

Does a lexical retriever suffice as large language models (LLMs) become more capable in an agentic loop? This question naturally arises when building deep research systems. We revi…