{"product_id":"ollama-ai-xyla-perry-9798271170546","title":"ollama ai: Hands-On Guide to Running, Customizing, and Deploying AI Models Offline","description":"\u003cp\u003eOllama AI: A Hands-On Guide to Running, Customizing, and Deploying AI Models Offline\u003c\/p\u003e\u003cp\u003eBuild Your Own Local AI-No Cloud, No API Keys, No Limits\u003c\/p\u003e\u003cp\u003eWhat if you could run powerful AI models like LLaMA, Mistral, Phi, Qwen, Gemma-or even your own custom models-directly on your laptop or PC? No monthly subscriptions. No internet connection. No data leaving your machine.\u003c\/p\u003e\u003cp\u003eThat's exactly what Ollama makes possible-and this book is your complete roadmap.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eWhat This Book Covers\u003c\/p\u003e\u003cp\u003eThis is not a theoretical AI book. It is a practical engineer's manual for building fully offline AI systems using Ollama.\u003c\/p\u003e\u003cp\u003eYou'll learn step-by-step how to: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eInstall and optimize Ollama on macOS, Windows (WSL2), and Linux.\u003c\/li\u003e\n\u003cli\u003eRun open-source AI models locally including LLaMA 2\/3, Mistral, Qwen, Phi, CodeLLaMA, and Gemma.\u003c\/li\u003e\n\u003cli\u003eUnderstand GGUF formats, quantization (Q2-Q8), VRAM usage, and GPU vs CPU performance.\u003c\/li\u003e\n\u003cli\u003eCustomize AI behavior using Modelfiles, system prompts, templates, and LoRA adapters.\u003c\/li\u003e\n\u003cli\u003eBuild real applications using Python, JavaScript, FastAPI, and REST APIs.\u003c\/li\u003e\n\u003cli\u003eCreate offline RAG (Retrieval-Augmented Generation) apps using PDFs, FAISS, and Chroma.\u003c\/li\u003e\n\u003cli\u003eDeploy local AI services, enable multi-user access, add authentication, rate limiting, and systemd auto-start.\u003c\/li\u003e\n\u003cli\u003eOptimize speed and performance-tokens\/sec, batching, caching, model versioning, VRAM budgeting.\u003c\/li\u003e\n\u003cli\u003eTroubleshoot common issues: CUDA errors, model crashes, API failures, missing GPU drivers.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eWhat You'll Build by the End\u003c\/p\u003e\u003cp\u003eLocal ChatGPT-style console\u003c\/p\u003e\u003cp\u003ePython\/JS AI apps connected to Ollama API\u003c\/p\u003e\u003cp\u003eCustom LLM with a unique personality using Modelfile\u003c\/p\u003e\u003cp\u003ePDF Document Q\u0026amp;A system (Fully offline RAG)\u003c\/p\u003e\u003cp\u003eFastAPI-based AI server with streaming responses\u003c\/p\u003e\u003cp\u003eA deployable local AI infrastructure you control entirely\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eWho Is This Book For?\u003c\/p\u003e\u003cp\u003e✔ Developers \u0026amp; AI Engineers who want full control over LLMs\u003c\/p\u003e\u003cp\u003e✔ Makers building AI apps without paying for OpenAI\/Claude APIs\u003c\/p\u003e\u003cp\u003e✔ Privacy-focused professionals working offline or in air-gapped systems\u003c\/p\u003e\u003cp\u003e✔ Students and researchers who want to understand AI at a system level\u003c\/p\u003e\u003cp\u003e✔ Enterprise teams deploying secure on-prem AI solutions\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eWhy This Book Is Different\u003c\/p\u003e\u003cp\u003eNo fluff. No generic AI theory.\u003c\/p\u003e\u003cp\u003e100% hands-on, command-line driven, real projects.\u003c\/p\u003e\u003cp\u003eCovers future trends like Ollama plugins, MCP agents, local AI marketplaces.\u003c\/p\u003e\u003cp\u003eWritten in simple, developer-friendly language with clear examples.\u003c\/p\u003e\u003cp\u003eBring AI back to your machine. Own the model. Own the data. Own the future.\u003c\/p\u003e\u003cp\u003eStart building today with Ollama AI: A Hands-On Guide to Running, Customizing, and Deploying AI Models Offline.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Xyla Perry\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798271170546\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 10\/23\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 374\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.43lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 0.77d","brand":"Xyla Perry","offers":[{"title":"Paperback","offer_id":48447106023679,"sku":"9798271170546","price":25.31,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_3ffcbc1b-5954-4968-ab7f-0682faa39240.jpg?v=1777228863","url":"https:\/\/www.whiterainbookhouse.com\/products\/ollama-ai-xyla-perry-9798271170546","provider":"WR Book House","version":"1.0","type":"link"}