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<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">ellibs</journal-id><journal-title-group><journal-title xml:lang="ru">Электронные библиотеки</journal-title><trans-title-group xml:lang="en"><trans-title>Russian Digital Libraries Journal</trans-title></trans-title-group></journal-title-group><issn pub-type="epub">1562-5419</issn><publisher><publisher-name>Казанский (Приволжский) федеральный университет</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.26907/1562-5419-2025-28-4-781-787</article-id><article-id custom-type="elpub" pub-id-type="custom">ellibs-596</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>Статьи</subject></subj-group></article-categories><title-group><article-title>Цифровой помощник геолога-исследователя</article-title><trans-title-group xml:lang="en"><trans-title>Digital Assistant for Geologist-Researchers</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Еременко</surname><given-names>Виталий Сергеевич</given-names></name><name name-style="western" xml:lang="en"><surname>Eremenko</surname><given-names>Vitaliy Sergeevich</given-names></name></name-alternatives><email xlink:type="simple">vitaer@gmail.com</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Наумова</surname><given-names>Вера Викторовна</given-names></name><name name-style="western" xml:lang="en"><surname>Naumova</surname><given-names>Vera Viktorovna</given-names></name></name-alternatives><email xlink:type="simple">naumova_new@mail.ru</email><xref ref-type="aff" rid="aff-2"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Государственный геологический музей им. В. И. Вернадского РАН</institution></aff><aff xml:lang="en"><institution>Vernadsky State Geological Museum of Russian Academy of Sciences</institution></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru"><institution>Государственный геологический музей им. В. И. Вернадского РАН</institution></aff><aff xml:lang="en"><institution>Vernadsky State Geological Museum RAS</institution></aff></aff-alternatives><pub-date pub-type="collection"><year>2025</year></pub-date><pub-date pub-type="epub"><day>19</day><month>12</month><year>2025</year></pub-date><volume>28</volume><issue>4</issue><fpage>781</fpage><lpage>787</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Еременко В.С., Наумова В.В., 2025</copyright-statement><copyright-year>2025</copyright-year><copyright-holder xml:lang="ru">Еременко В.С., Наумова В.В.</copyright-holder><copyright-holder xml:lang="en">Eremenko V.S., Naumova V.V.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://ellibs.elpub.ru/jour/article/view/596">https://ellibs.elpub.ru/jour/article/view/596</self-uri><abstract><p>Представлены концепция и архитектура мультиагентной системы, предназначенной для функционирования в роли цифрового ассистента геолога-исследователя. Система нацелена на автоматизацию ключевых этапов научного исследования: от формулировки темы и анализа литературы до выдвижения гипотез и оформления результатов. Описана интеграция системы с платформой GeologyScience.ru, обеспечивающей доступ к разнородным геологическим данным и инструментам анализа, а также подходы к адаптации больших языковых моделей (LLM) для решения специализированных научных задач.
</p></abstract><trans-abstract xml:lang="en"><p>This article presents the concept and architecture of a multi-agent system designed to function as a digital assistant for geologist researchers. The system aims to automate key stages of scientific research: from topic formulation and literature review to hypothesis generation and presentation of results. The article describes the system's integration with the GeologyScience.ru platform, which provides access to diverse geological data and analysis tools, as well as approaches to adapting large-scale language models (LLM) to solve specialized scientific problems.
</p></trans-abstract><kwd-group xml:lang="ru"><kwd>цифровой помощник геолога-исследователя</kwd><kwd>мультиагентная система</kwd><kwd>искусственный интеллект</kwd><kwd>LLM</kwd></kwd-group><kwd-group xml:lang="en"><kwd>multi-agent system</kwd><kwd>artificial intelligence</kwd><kwd>digital assistant</kwd><kwd>LLM</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">KoBold used AI to find copper — now investors are piling in to the tune of $537M. URL: https://techcrunch.com/2025/01/02/kobold-used-ai-to-find-copper-now-investors-are-piling-in-to-the-tune-of-537m/</mixed-citation><mixed-citation xml:lang="en">KoBold used AI to find copper — now investors are piling in to the tune of $537M. URL: https://techcrunch.com/2025/01/02/kobold-used-ai-to-find-copper-now-investors-are-piling-in-to-the-tune-of-537m/</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Cifrovaja sistema «Gazprom nefti» nashla novye plasty nefti v JaNAO. URL: https://www.gazprom-neft.ru/press-center/news/tsifrovaya-sistema-gazprom-nefti-nashla-novye-plasty-nefti-v-yanao/</mixed-citation><mixed-citation xml:lang="en">Cifrovaja sistema «Gazprom nefti» nashla novye plasty nefti v JaNAO. URL: https://www.gazprom-neft.ru/press-center/news/tsifrovaya-sistema-gazprom-nefti-nashla-novye-plasty-nefti-v-yanao/</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Gottweis J., Wei-Hung Weng, Daryin A. et al. Towards an AI co-scientist // arxiv.org. 2025. https://doi.org/10.48550/arXiv.2502.18864</mixed-citation><mixed-citation xml:lang="en">Gottweis J., Wei-Hung Weng, Daryin A. et al. Towards an AI co-scientist // arxiv.org. 2025. https://doi.org/10.48550/arXiv.2502.18864</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Naumova V.V., Eremenko V.S., Zagumennov A.A., Patuk M.I. Nauchnyj portal Geologyscience.ru: tekushhee sostojanie i perspektivy razvitija// Geoinformatika. 2023. № 3. S. 33–43.</mixed-citation><mixed-citation xml:lang="en">Naumova V.V., Eremenko V.S., Zagumennov A.A., Patuk M.I. Nauchnyj portal Geologyscience.ru: tekushhee sostojanie i perspektivy razvitija// Geoinformatika. 2023. № 3. S. 33–43.</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Naumova V.V., Patuk M.I., Erеmenko A.S., Zagumеnnov A.A., Erеmenko V.S. Cifrovye tehnologii budushhego — sovremennye reshenija v naukah o Zemle // Geoinformatika. 2024. № 3. S. 53–63.</mixed-citation><mixed-citation xml:lang="en">Naumova V.V., Patuk M.I., Erеmenko A.S., Zagumеnnov A.A., Erеmenko V.S. Cifrovye tehnologii budushhego — sovremennye reshenija v naukah o Zemle // Geoinformatika. 2024. № 3. S. 53–63.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Erеmenko V.S., Naumova V.V., Zagumеnnov A.A. Razrabotka virtual'nyh prostranstv s intellektual'nym adaptivnym interfejsom dlja cifrovyh geologicheskih sistem // Informacionnye i matematicheskie tehnologii v nauke i upravlenii. 2024. № 1 (33). P. 146–153.</mixed-citation><mixed-citation xml:lang="en">Erеmenko V.S., Naumova V.V., Zagumеnnov A.A. Razrabotka virtual'nyh prostranstv s intellektual'nym adaptivnym interfejsom dlja cifrovyh geologicheskih sistem // Informacionnye i matematicheskie tehnologii v nauke i upravlenii. 2024. № 1 (33). P. 146–153.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">DeepSeek 1R. URL: https://www.deepseek.com</mixed-citation><mixed-citation xml:lang="en">DeepSeek 1R. URL: https://www.deepseek.com</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
