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Building a Full RAG Stack on Docker with Ollama, Open WebUI, Qdrant, and VectorAdmin

Posted by By Karan Singh March 25, 2026
TL;DR (Executive Summary) This project implements a local, privacy-focused Retrieval-Augmented Generation (RAG) stack using Docker, combining Ollama (TinyLlama and nomic-embed-text), Open WebUI, Qdrant, and VectorAdmin. The system delivers end-to-end capabilities…
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