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Serhiy Kucherenko

Software architect. 10 years of production systems. Now building AI systems with citations, evals, and a written reason for every decision.

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Swapping every model in a RAG
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Swapping every model in a RAG

#ai #rag #llm #python
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9 min read

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Improving the scores of a RAG
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Improving the scores of a RAG

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6 min read
Comparing RAGs, Part 2: the benchmark
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Comparing RAGs, Part 2: the benchmark

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6 min read
Comparing RAGs, Part 1: the framework
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Comparing RAGs, Part 1: the framework

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5 min read
How to hurt yourself with AI
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How to hurt yourself with AI

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3 min read
Judge strictly to avoid hallucinations
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Judge strictly to avoid hallucinations

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4 min read
The illusion of improvement
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The illusion of improvement

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3 min read
Three small lessons from building a RAG by hand
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Three small lessons from building a RAG by hand

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3 min read
The localhost trap: a 10-second database connection on Windows
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The localhost trap: a 10-second database connection on Windows

#ai #programming #python
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4 min read
When 60% recall meant 90% accuracy: a RAG measurement story
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When 60% recall meant 90% accuracy: a RAG measurement story

#rag #ai #python
Comments
4 min read
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