The Memorial Plastic Art of Azerbaijan is one of the most commonly known types of folk art. It relies upon the centuries' old traditions, that have resulted in the formation of a whole set of artistic systems composed of signs, symbols, different pictures and topics

The purpose of the research is to develop an integrated system and a set of linguistic tools that combine machine learning methods with language rules for the automatic and accurate processing of unstructured textual information in the Kazakh language. Special attention is given to the analysis of real-world Kazakh-language texts from news sources, where sentence structures vary and do not conform to formalized patterns, requiring flexible and adaptive solutions in the field of computational linguistics