Retrieval-Augmented Generation (RAG) for bibliographic analysis of complex texts as the case study of “Semiramis” by Alexey S. Khomyakov
Submitted by Гость (not verified) on Tue, 11/03/2026 - 18:08The author examines application of the retrieval-augmented generation (RAG) technology to bibliographic processing of large unstructured philosophical texts as exemplified by Alexey S. Khomyakov’s “Semiramis”. She describes the principles of RAG system operation based on text semantic analysis and vector indexing that enables to extract relevant fragments promptly. The author also focuses on the challenges of processing “Semiramis”, hard-to-analyze threevolume uncompleted work without distinct topical structure.