Bolla, Kálmán Milán and Kovács, Márk (2025) Generative AI-based data analysis using Model Context Protocol. GRADUS, 12 (2). ISSN 2064-8014
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2025_2_CSC_004_Bolla.pdf - Published Version Download (263kB) | Preview |
Official URL: https://doi.org/10.47833/2025.2.CSC.004
Abstract
In this paper we present a system that can perform data analysis and update operations on a database using Generative AI. The high-level architecture of the system and a detailed description of some of its elements will be presented, and a possible practical solution demonstrating this concept in operation will be published. Finally, pre-generated prompts will be used to verify the accuracy of the system's operation.
| Item Type: | Article |
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| Uncontrolled Keywords: | Artificial Intelligence, Generative AI, Large Language Model, Model Context Protocol, Data Analysis |
| Subjects: | Q Science / természettudomány > QA Mathematics / matematika > QA75 Electronic computers. Computer science / számítástechnika, számítógéptudomány |
| SWORD Depositor: | MTMT SWORD |
| Depositing User: | MTMT SWORD |
| Date Deposited: | 23 Jan 2026 10:43 |
| Last Modified: | 23 Jan 2026 10:43 |
| URI: | https://real.mtak.hu/id/eprint/232574 |
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