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The machine learning platform for developers of large systems

General Physics 2025-05-21 v4

Abstract

The machine learning system in the form of Retrieval Augmented Generation (RAG) has developed steadily since about 2021. RAG could be observed as a version of the knowledge transfer. In the studied case, the large computing systems are observed as the application point of RAG, which includes large language model (LLM), as a partner for the developing team. Such an approach has advantages during the development process and further in exploitation time.

Keywords

Cite

@article{arxiv.2501.13881,
  title  = {The machine learning platform for developers of large systems},
  author = {Alexey Naikov and Anatoly Oreshkin and Alexey Shvetsov and Andrey Shevel},
  journal= {arXiv preprint arXiv:2501.13881},
  year   = {2025}
}

Comments

12 pages

R2 v1 2026-06-28T21:15:11.417Z