The article describes the role of museum data in scientific geological research, as well as the integration of this data into the digital space of geological knowledge for more efficient use and analysis of distributed geological and museum resources and the possibility of building digital models.

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.