Ollama in Practice: Foundations & Essentials: Install, Run, and Customize Local LLMs with Ollama - Build Your Own AI Locally
暫譯: Ollama 實務:基礎與要點:安裝、運行及自訂本地 LLM 與 Ollama - 在本地構建您的 AI

Lane, Gregory

  • 出版商: Independently Published
  • 出版日期: 2025-10-16
  • 售價: $810
  • 貴賓價: 9.5$770
  • 語言: 英文
  • 頁數: 106
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9798270130084
  • ISBN-13: 9798270130084
  • 相關分類: Large language model
  • 海外代購書籍(需單獨結帳)

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商品描述

Unlock the power of local AI with Ollama in Practice: Foundations & Essentials. This practical guide shows engineers, developers, and ambitious creators how to install Ollama, run open-weight language models locally, and shape them into private, dependable assistants. You'll move from first-run verifications to building real integrations: author Modelfiles that define model behavior, call the local REST API from Python and Node, and design retrieval pipelines that keep context tight and outputs reliable.

Packed with hands-on examples, pragmatic troubleshooting, and performance tips (quantization, warm-up, batching), this book prioritizes safety, reproducibility, and fast iteration. Learn to measure latency, choose the right model family, and deploy prototypes that keep data on your hardware. If you want to own your AI stack-build privately, iterate quickly, and ship confidently-this is the concise, no-fluff manual you need.

商品描述(中文翻譯)

解鎖本地 AI 的力量,透過《Ollama in Practice: Foundations & Essentials》。這本實用指南向工程師、開發者和有抱負的創作者展示如何安裝 Ollama、在本地運行開放權重的語言模型,並將其塑造成私密且可靠的助手。您將從首次運行驗證開始,逐步建立真正的整合:撰寫定義模型行為的 Modelfiles,從 Python 和 Node 調用本地 REST API,並設計保持上下文緊密且輸出可靠的檢索管道。

本書充滿了實用的範例、務實的故障排除和性能提示(量化、預熱、批次處理),優先考慮安全性、可重現性和快速迭代。學習如何測量延遲、選擇合適的模型家族,並部署保持數據在您硬體上的原型。如果您想擁有自己的 AI 堆疊——私密構建、快速迭代並自信發佈——這是您所需的簡明無廢話手冊。