dev.to/primoco/i-built-a-self-hosted-rag-system-that-actually-works-heres-how-to-run-it-in-one-command-38p2
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I built a self-hosted RAG system that actually works — here's how to run it in one command - DEV Community
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https://dev.to/primoco/i-built-a-self-hosted-rag-system-that-actually-works-heres-how-to-run-it-in-one-command-38p2
About this page
This page describes RAG Enterprise, a self-hosted RAG system built by Francesco Marchetti to overcome limitations of existing tools. It addresses real business constraints: GDPR compliance, on-premise requirements, and budget limitations. The system is 100% local with no external APIs or data leakage. The architecture uses React frontend, FastAPI backend with LangChain, Qdrant vector database, and Ollama for LLM inference. It supports 10,000+ documents, 29 languages, handles PDFs and DOCX files, and includes multi-user role-based access control. Everything runs containerized on Docker, requiring Ubuntu 20.04+, NVIDIA GPU with 8-16GB VRAM, and 16GB minimum RAM.
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