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Iurii Rogulia, senior full-stack software engineer. Professionally building software since 2001.

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TMI Iurii Rogulia
VAT ID: FI29845875
DUNS: 368664211
Lappeenranta, Finland 🇫🇮

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Iurii Uses: #Semantic Search

1 article

Adding Semantic Search to Internal Docs in 200 Lines
July 8, 2026· 8 min
Adding Semantic Search to Internal Docs in 200 Lines

Semantic search for internal docs with Postgres and pgvector: chunk, embed, and query by meaning so people find the right document, not the exact words.

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TypeScriptNode.js

Databases

PostgreSQL

Services

OpenAI

Topics

AI IntegrationSemantic SearchEmbeddings
Iurii RoguliaAvailable

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