Vector Search

Build a RAG System From Scratch: LangChain & OpenAI

Build a RAG System From Scratch: LangChain & OpenAI

Stop hand-waving through RAG architecture. This guide builds a complete retrieval-augmented generation system from scratch using LangChain and OpenAI — with real code, real chunk strategies, and the failure modes nobody warns you about.

Oktay Ateş Oktay Ateş
· 6 min read min