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The NVIDIA DGX Spark is not merely a workstation. It is a complete platform for building production-grade artificial intelligence systems locally. This book takes you from unboxing the hardware through deploying sophisticated LLM inference engines, retrieval-augmented generation pipelines, autonomous agents, and multimodal applications. Written for developers, ML engineers, system administrators, and enterprise architects, it provides the definitive technical reference for leveraging every layer of the DGX Spark stack. You will learn how to configure the base system, optimize GPU performance, deploy models with TensorRT-LLM and vLLM, build RAG systems with vector databases, orchestrate multi-agent workflows, and operate everything in production with monitoring, security, and scaling strategies. Whether you are prototyping your first local chatbot or architecting an enterprise AI platform, this book gives you the knowledge to make it work.

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Kick off your book project, get started with GhostAI, get better at marketing, or spend the day doing all three! Free live workshops on Zoom. Saturday, June 27, 2026.

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