TY  JOUR
TI  ANALYSIS OF ARCHITECTURAL COMPONENTS  OF MULTI-AGENT SYSTEMS
KW  multi-agent systems
KW  large language models
KW  agent architecture
KW  agent memory
KW  coordination
KW  self-diagnosis
JO  Scientific and analytical journal «Vestnik Saint-Petersburg university of State fire service of EMERCOM of Russia»
AU  Saratova, T..
AU  Apuhtin, A.M.
PY  2026
IS  2026
PB  Saint-Petersburg University of State Fire Service of Emercom of Russia