%0 Journal Article %T ANALYSIS OF ARCHITECTURAL COMPONENTS OF MULTI-AGENT SYSTEMS %A Saratova, T.. %A Apuhtin, A.M. %K multi-agent systems, large language models, agent architecture, agent memory, coordination, self-diagnosis %J Scientific and analytical journal «Vestnik Saint-Petersburg university of State fire service of EMERCOM of Russia» %D 2026 %N 2026 %P 8 %I Saint-Petersburg University of State Fire Service of Emercom of Russia