Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
LLM Engineering - Production Systems for the Agentic Era: Fine-Tuning, RAG, Agents, and LLMOps

LLM Engineering - Production Systems for the Agentic Era: Fine-Tuning, RAG, Agents, and LLMOps

Karl, Helga

Paperback

General Computers

ISBN13: 9798257524363
Publisher: Independently Published
Published: Apr 15 2026
Pages: 404
Weight: 1.52
Height: 0.83 Width: 7.50 Depth: 9.25
Language: English

Instead of focusing on isolated techniques, this book gives you a complete systems-level approach-combining fine-tuning, retrieval, agents, and LLMOps into one cohesive engineering discipline.


Inside, you'll learn how to:
  • Design LLM systems that work reliably beyond the happy path
  • Choose between prompting, RAG, and fine-tuning with clear decision frameworks
  • Build scalable inference pipelines with predictable latency and cost
  • Fine-tune models efficiently using LoRA, QLoRA, and modern alignment methods
  • Implement retrieval systems that actually improve accuracy (not just complexity)
  • Architect agent systems that can plan, act, and recover from failure
  • Evaluate LLM outputs with rigorous, production-ready metrics
  • Optimize performance across cost, latency, and quality trade-offs
  • Deploy, monitor, and maintain LLM systems using real LLMOps practices

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