Bolla, Kálmán Milán (2025) Model context protocol as a possible implementation for the operation of Retrieval-augmented generation. GRADUS, 12 (2). ISSN 2064-8014
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2025_2_CSC_005_Bolla.pdf - Published Version Download (352kB) | Preview |
Official URL: https://doi.org/10.47833/2025.2.CSC.005
Abstract
This paper presents a system that extends large language models (LLMs) with information stored in external documents. I used the Retrieval-Augmented Generation (RAG) method for the solution, and the Model Context Protocol (MCP) was selected as the communication protocol. The article presents the high-level system architecture and a specific implementation. I verified the operation of the system using Generative AI and MCP Inspector tools.
| Item Type: | Article |
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| Uncontrolled Keywords: | Artificial Intelligence, Generative AI, Large Language Model, Model Context Protocol, Retrieval-Augmented Generation |
| Subjects: | Q Science / természettudomány > Q1 Science (General) / természettudomány általában |
| SWORD Depositor: | MTMT SWORD |
| Depositing User: | MTMT SWORD |
| Date Deposited: | 23 Jan 2026 12:31 |
| Last Modified: | 23 Jan 2026 12:31 |
| URI: | https://real.mtak.hu/id/eprint/232575 |
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