11:40
2026-08-12
dev.to
artificial-intelligence
Building a RAG System From Scratch — Four Components, One Working Pipeline
A developer built a complete retrieval-augmented generation (RAG) pipeline from scratch using LangChain, ChromaDB, and a local LLM via LM Studio, avoiding cloud costs and API keys. The system splits H…