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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

Author

I. Spivak

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3 papers indexed here

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Review Open access Sep 2026

Approach to assessing the impact of motivation on employee performance in an inclusive environment

The development of motivational questionnaires for teachers working with inclusive children is a vital instrument for identifying and analyzing their professional needs. Employment in an inclusive setting necessitates that staff members not only possess high qualifications and demonstrate flexibility in pedagogical met...

Denys Markevych, S. Krepych, I. Spivak et al. · 0 citations
Conference Sep 2026

Intelligent Recommendation Engine for Vacancy-Resume Matching Using Hybrid ML Methods

In modern recruiting and talent management systems, there is a growing demand for automated tools that can analyze large volumes of vacancies and resumes and provide relevant recommendations to both employers and job seekers. Traditional rule-based systems and simple search engines do not take into account the multidim...

Maksym Matkovskyi, I. Spivak, S. Krepych et al. · 0 citations
Open access Sep 2026

LLM and MCP driven e-commerce assistant over graph databases

Traditional e-commerce search-and-filter interfaces often lead to high cart abandonment rates due to rigid keyword matching and complex navigation. This paper presents an architecture for conversational e-commerce that integrates large language models (LLMs), Model Context Protocol (MCP) servers, and a Neo4j graph data...

Andrii Baran, I. Spivak, S. Krepych · 0 citations

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