Труды КНЦ. Технические науки. – 2026. - № 1

Fedorov A. M., Datyev I. O., Vishnyakov I. G. The Method for Integrating Large Language Models into Algorithms for Focused Monitoring of Open Social Media Data. Informatics and Automation, 2025, no. 6 (24), pp. 1623-1648. (In Russ.). Gitea: A painless self-hosted Git service. Official documentation. Available at: https://docs.gitea.com (accessed 20.10.2025). Husain H., Wu H., Gazit T., Allamanis M., Brockschmidt M. CodeSearchNet Challenge: Evaluating the State of Semantic Code Search. 2019. arXiv:1909.09436. Available at: https://arxiv.org/abs/1909.09436 (accessed 20.10.2025). Li Y., Choi D., Chung J., Kushman N. Competition-Level Code Generation with AlphaCode. Science, 2022, Vol. 378, No. 6624, pp. 1092-1097. Mintlify —AI powered documentation. Official website. Available at: https://mintlify.com/ (accessed 20.10.2025). Obsidian. Official documentation. Available at: https://help.obsidian.md (accessed 13.02.2026). PasDoc: Documentation Tool for Pascal Source Code. Official repository. Available at: https://github.com/pasdoc/pasdoc (accessed 20.10.2025). R&D Information Card. Available at: https://gisnauka.ru/nioktr/detail/3A4F1NQ3Q3O68L885FV6A9XO (accessed 20.10.2025). Swimm —Continuous documentation that flows with your work. Official website. Available at: https://swimm.io/ (accessed 20.10.2025). van Deursen A., van Vliet H. Documenting and Analyzing a Legacy System. Journal o f Software Maintenance and Evolution: Research and Practice, 2000, Vol. 12, No. 3, pp. 143-172. Wang Y., Liu S., Tan L., Zhou Y. Automatic Documentation Generation via Source Code Summarization. IEEE Transactions on Software Engineering, 2022, Vol. 48, No. 5, pp. 1528-1543. Wang Y., Wang W., Joty S., Hoi S. C. H. CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation. Proceedings o fthe 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021, pp. 8696-8708. Информация об авторах А. М. Федоров — кандидат технических наук, ведущий научный сотрудник; И. О. Датьев — кандидат технических наук, старший научный сотрудник; М. О. Илясов — программист; И. Г. Вишняков — аспирант ФИЦ КНЦ РАН, системный администратор ИИММ КНЦ РАН. Information about the authors A. M. Fedorov — PhD (Engineering), Leading Researcher; I. O. Datyev — PhD (Engineering), Senior Researcher; M. O. Ilyasov — Programmer; I. G. Vishnyakov — Postgraduate Student o f the Federal Research Center o f the Kola Science Center of the Russian Academy o f Sciences, System Administrator of the IIMM KSC RAS. Статья поступила в редакцию 10.02.2026; одобрена после рецензирования 17.02.2026; принята к публикации 19.02.2026. The article was submitted 10.02.2026; approved after reviewing 17.02.2026; accepted for publication 19.02.2026. Труды Кольского научного центра РАН. Серия: Технические науки. 2026. Т. 17, № 1. С. 115-128. Transactions of the Kola Science Centre of r A s . Series: Engineering Sciences. 2026. Vol. 17, No. 1. P. 115-128. 1 2 8 © Федоров А. М., Датьев И. О., Илясов М. О., Вишняков И. Г., 2026