Building a Local RAG Pipeline with Ollama and Open WebUI

Building a Local RAG Pipeline with Ollama and Open WebUI TL;DR Retrieval-augmented generation (RAG) lets your local LLM answer questions using your own documents instead of relying on its training data. This guide walks through building a fully local RAG pipeline: document ingestion, embedding, vector storage, and retrieval through Open WebUI. ...

April 2, 2026 · 12 min · Local AI Ops
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