Nice post explaining the small bits about local RAG!

Ahmed Nafies detailed the construction of a fully local Retrieval-Augmented Generation (RAG) system on Kubernetes, eliminating the need for external API keys. The system leverages open-source components such as PostgreSQL for vector storage and local large language models, ensuring data privacy and cost efficiency. Nafies highlighted the integration of Kubernetes for orchestration, enabling scalable and self-contained AI deployments.

Building a 100% Local RAG System on Kubernetes — No API Keys Required Ahmed Nafies Ahmed Nafies Ahmed Nafies Follow Jul 30 Building a 100% Local RAG System on Kubernetes — No API Keys Required kubernetes rag llm postgres 1 reaction Add Comment 8 min read