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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Tatiana Chernysheva

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Sep 2026

Intelligent Multi-Agent RAG System for Flood Emergency Public Information

The article presents the development and evaluation of an intelligent information system designed to support rapid decision-making and public communication during flood emergencies. The system is based on a Retrieval-Augmented Generation (RAG) approach and integrates official sources, domain knowledge and user interact...

T. Chernysheva, R. S. Shiklyaev, D. K. Drachev · 0 citations
Review Open access 2026

Application of Large Language Models for Generating Recommendations during Natural Hazards

The development of a recommendation module for a system for selecting measures in hazardous natural situations is described. An overview of software products aimed at developing adaptation measures to climate risks is provided. A review of methods for automating text classification, document processing, and data struct...

Tatiana Chernysheva · 0 citations

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