Kasper Knol
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I Built a RAG System in 2018 (I Just Didn’t Know It Yet)

I Built a RAG System in 2018 (I Just Didn’t Know It Yet)

I rebuilt my 2018 movie recommendation engine using the 2026 Stack (Vertex AI, pgvector, Gemini, Chainlit). A deep dive into moving from pixel-matching to semantic RAG, Unit Economics, and AI Compliance.

By Kasper Knol 03 Mar 2026
Kasper Knol
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