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A RAG chatbot on your company knowledge base: what it is and when it pays off

Community description: The request I hear most often this year sounds the same every time: "We want a bot that answers from...

Dev.to | Sep 13, 2026 | Maksim Ilin

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RAG in plain language A language model answers from memory. The citation in every answer is not decoration. Who it pays off for Not every company needs a bot on its documents. HR and accounting answer the same questions about leave and expenses. A list of questions with correct answers.

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