Developer Builds Fully Local RAG System on Kubernetes Without API Keys

A developer named Ahmed Nafies published a technical guide on July 30 detailing how to build a fully local Retrieval-Augmented Generation (RAG) system using Kubernetes. The setup requires no external API keys, keeping all processing on-premises. The project leverages PostgreSQL as part of its infrastructure stack alongside LLM components. The guide is an approximately 8-minute read aimed at developers interested in self-hosted AI pipelines.
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