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Kantemir Satibalov profile picture

Kantemir Satibalov

AI Product Engineer. Building Grounded LLM v0.1.0 — cited RAG, hybrid search, conformance, on-prem. ~500 horticulture papers

Joined Joined on  github website
Building an open standard for grounded document assistants

Building an open standard for grounded document assistants

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My father wrote the papers — I built a RAG assistant so growers can query them safely

DEV Weekend Challenge: Passion Edition Submission

My father wrote the papers — I built a RAG assistant so growers can query them safely

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4 min read
Vector search kept missing rootstock codes, so I went hybrid

Vector search kept missing rootstock codes, so I went hybrid

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4 min read
68 questions before a single token: eval-first RAG

68 questions before a single token: eval-first RAG

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4 min read
I stopped trusting generic LLMs for horticulture — so I built a grounded assistant on ~500 scientific articles

I stopped trusting generic LLMs for horticulture — so I built a grounded assistant on ~500 scientific articles

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4 min read
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