Vladimir Lovtsov / Leadership notebook
#ai
Practice, analysis and observations on this topic.
Articles: 3
RAG for a company: from document search to a useful assistant
RAG explained from the ground up: indexing, retrieval, small-team and enterprise architectures, published implementations, evaluation, and the path from answers to useful actions.
AI in development: where it helps and where it creates new risk
A practical model-selection guide: 19 October 2026 API prices, self-hosting, task acceptance and the full cost of AI-assisted delivery.
NER for Business: From Entities to a Working Process
What NER actually does, how it differs from intent classification, and how to build a testable hybrid pipeline for Russian text.
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Short observations and new writing in my Telegram channel (in Russian).
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