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How to build your first production-ready RAG pipeline in a weekend

A step-by-step tutorial covering chunking strategy, embedding choice, retrieval evaluation, and cost control.

EV
By Elena Volkov
Engineering Writer
Tuesday, June 30, 2026 12 min read

Retrieval-augmented generation isn't hard. Building one that survives contact with real users is.

This tutorial walks through the four decisions that determine whether your RAG pipeline holds up in production.

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