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Alexey Shvetsov

Publications and source records attributed to Alexey Shvetsov.

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The machine learning platform for developers of large systems

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.

physics.gen-ph