From Prototype to Production-Grade LLM Systems.
Key Features
● Get a free one-month digital subscription to www.avaskillshelf.com
● End-to-end coverage of modern LLMOps, from fundamentals to production deployment and monitoring.
● Hands-on prompt management, LLM chaining, RAG, and building AI agent examples.
Book Description
Large Language Models (LLMs) are transforming how organizations build intelligent applications, yet taking them from experimentation to reliable production systems requires a new discipline-LLMOps. Ultimate LLMOps for LLM EngineeringU offers a comprehensive journey through the principles, tools, and workflows essential for operationalizing LLMs with confidence and efficiency. It begins by demystifying LLM fundamentals, model behavior, and the evolving landscape of MLOps, giving readers the context needed to design scalable AI systems.
What you will learn
● Understand LLM foundations and how they integrate with the MLOps ecosystem.
● Build robust prompt strategies, LLM chains, and RAG pipelines for complex workflows.
● Design and deploy AI agents and autonomous LLM-driven systems.
● Serve, scale, monitor, and evaluate LLMs across cloud and on-prem environments.
Who is This Book For?
This book is tailored for GenAI Developers, Machine Learning Engineers, and Data Scientists who want to build, deploy, and manage LLM-powered systems at scale. Readers should have foundational knowledge of AI/ML concepts, basic NLP familiarity, and experience with Python programming to fully benefit from the content.
Table of Contents
1. Unveiling the World of Large Language Models
2. Getting Started with MLOps
3. Mastering Prompt Management for LLMs
4. The Power of LLM Chaining
5. Retrieval Augmentation Generation
6. AI Agents and Autonomous Systems
7. Deploying Large Language Models
8. Model Monitoring and Evaluation
9. LLM Fine-tuning and Adaptation
10. LLM Security, Privacy, and Drift Detection
11. LLMOps with Langfuse
12. Real-World Examples and Emerging Trends
Index
外文書商品之書封，為出版社提供之樣本。實際出貨商品，以出版社所提供之現有版本為主。部份書籍，因出版社供應狀況特殊，匯率將依實際狀況做調整。
無庫存之商品，在您完成訂單程序之後，將以空運的方式為你下單調貨。為了縮短等待的時間，建議您將外文書與其他商品分開下單，以獲得最快的取貨速度，平均調貨時間為1~2個月。
為了保護您的權益，「三民網路書店」提供會員七日商品鑑賞期(收到商品為起始日)。
若要辦理退貨，請在商品鑑賞期內寄回，且商品必須是全新狀態與完整包裝(商品、附件、發票、隨貨贈品等)否則恕不接受退貨。
