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I Wanted a RAG System That Could Show Its Work, So I Built Alchimista

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

Most RAG demos stop at the answer. Alchimista You upload a document, ask a question, get a plausible response, maybe see a few source chunks, and that's where the story ends. But I kept coming back to a different problem: What happens when the answer itself isn't enough? What if I need to know whic…

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  1. 2026-09-02 14:33 · DEV Community — AI
    I Wanted a RAG System That Could Show Its Work, So I Built Alchimista

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