LLM под капотом | United States America (US)

Create: 2024-04-10 Update: 2025-07-10 22:08:24

Что такое Knowledge Maps?

Если кратко - это просто нормальная предобработка сырых документов в AI системах с RAG/LLM под капотом. В отличие от векторных подходов она требует анализа данных, но внимательность окупается простотой итогового решения, прозрачностью и возможностью контролировать качество.

В принципе, в подходе Knowledge Mapping нет ничего особенного. Но о нём я рассказываю по 2-3 часа на вебинарах, а времени все равно не хватает 🤣

Особенно это интересно компаниям, которым не хочется допускать галлюцинации и странные неожиданности в ответах систем. Или если хочется иметь четкое понимание того, как впоследствии развивать и улучшать AI систему.

На сайте Trustbit мои коллеги опубликовали обзорную статью про Knowledge Maps и построение систем на их основе (English | Deutsch). Разбор написан для бизнеса, но технических неточностей там нет, я вычитывал.

Ваш, @llm_under_hood 🤗

PS: И нет, Knowledge Map - это не Knowledge Graph.

LLM под капотом

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Что такое Knowledge Maps?

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