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How to build a basic RAG pipeline for a local LLM
Tutorial · aiDeep read

How to build a basic RAG pipeline for a local LLM

Wire up retrieval-augmented generation from scratch: chunk your documents, embed them, store the vectors, and feed the right context into a local model so it answers from your data.

Adil R. · May 23, 2026 · 4 min read

What RAG actually is and is not
Article · ai

What RAG actually is and is not

RAG does not teach a model new facts. It fetches relevant text and pastes it into the prompt, so the model answers from documents instead of memory.

Muniba K. · May 10, 2026 · 4 min read