{"product_id":"production-ready-llms-aiden-v-thornwell-9798276769400","title":"Production-Ready LLMs: Build, Deploy and Scale Real AI Systems with Python, RAG, and Agents","description":"\u003cp\u003eIf you've ever tried to build an AI product and quickly realized that tutorials don't prepare you for real production systems, you're not alone. Most books stop at the basics-while the real challenges lie in deploying scalable LLM systems, optimizing costs, handling errors in production, and building applications that actually work for real users.\u003c\/p\u003e\u003cp\u003eThis book is for engineers, founders, data scientists, and developers who want to go beyond toy demos and finally learn how to build \u003cb\u003eproduction-ready LLMs\u003c\/b\u003e, deploy enterprise-grade RAG architecture, and scale real AI systems using Python, agents, and vector databases. If you're exploring RAG systems, multimodal LLMs, agentic AI engineering, or model serving infrastructure, this book gives you the complete blueprint.\u003c\/p\u003e\u003cp\u003eYou will learn how to build LLM applications and agent systems that deploy reliably in the cloud, scale to thousands of users, reduce operational costs, and use modern best practices such as quantization, vector search, \u003cb\u003eRAG with vector database integration\u003c\/b\u003e, cost optimization, and routing between small and large models. Whether you're focused on \u003cb\u003eLLM fine-tuning with Python\u003c\/b\u003e, serving LLM models in production, or architecting hybrid environments that support API, containerization, and GPU workloads, this book shows you exactly how to implement it step-by-step.\u003c\/p\u003e\u003cb\u003eInside, you'll discover how to: \u003c\/b\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eBuild \u003cb\u003eRAG systems in Python\u003c\/b\u003e that outperform generic chatbot architectures.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDeploy scalable LLM systems using best practices in cloud, GPU scheduling, and routing.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eImplement agentic AI engineering patterns that work in real production environments.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eIntegrate vector search, embeddings, and \u003cb\u003eRAG architecture design\u003c\/b\u003e for enterprise use.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eApply FinOps and cost optimization strategies-including quantization, batching, and caching.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eBuild and deploy agent systems using modern stacks like vLLM, LangChain, and LangGraph.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDesign fault-tolerant pipelines for \u003cb\u003eLLM infrastructure and deployment at scale\u003c\/b\u003e.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eMaster real-world workflows for model serving, evaluation, and monitoring.\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003eWhether you're building internal tools, a high-volume SaaS product, or an AI-driven platform, this book gives you the exact blueprint to design and deploy systems that are reliable, cost-efficient, and scalable.\u003c\/p\u003e\u003cp\u003eIf you want to stop experimenting and finally build AI applications that work in the real world-\u003cb\u003ethis is the book that gets you there.\u003c\/b\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Aiden V. Thornwell\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798276769400\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/30\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 446\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.26lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 11.00h x 8.50w x 0.90d","brand":"Aiden V. Thornwell","offers":[{"title":"Paperback","offer_id":48440639258879,"sku":"9798276769400","price":23.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_4aba588f-399b-4302-af93-b1d47157e105.jpg?v=1777183801","url":"https:\/\/www.whiterainbookhouse.com\/products\/production-ready-llms-aiden-v-thornwell-9798276769400","provider":"WR Book House","version":"1.0","type":"link"}