作者位次 #5/6SIGIR 2026Poster· Information Retrieval (Industry)
LLM Agents Factory: Retrieval of Domain-Specific LLM Agents
Vitalii Belov · Artyom Sosedka · Andrey Sakhovskiy · Elizaveta Kovtun · Artyom Boyarskikh · Semen A. Budennyy
摘要
Large language model (LLM) agents improve task performance by decomposing problems into role-specialized behaviors. However, their practical deployment is often limited by the computational cost and instability associated with the on-the-fly agent design for each user request. To address this, we...