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Building a Chatbot with LLM and Intent Recognition

This story is from 2026-09-02. It is preserved in the archive; the latest stories are on the live feed.

Intent recognition once defined chatbot engineering, but the rise of large language models led many teams to abandon explicit classifiers for end-to-end prompting. That approach works for prototypes, yet production systems still benefit from a hybrid architecture: a fast intent router that guards a…

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  1. 2026-09-02 09:36 · DEV Community — AI
    Building a Chatbot with LLM and Intent Recognition

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