{"product_id":"building-llm-systems-with-rag-ali-jafari-9798250073844","title":"Building LLM Systems with RAG: From Deep Learning to Scalable Generative AI in Production with LangChain and Ollama","description":"\u003cp\u003eLarge Language Models (LLMs) and Retrieval-Augmented Generation (RAG) are redefining how software systems are built. But most resources either focus on theory - or on shallow demos.\u003c\/p\u003e\u003cp\u003eThis book bridges the gap.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eBuilding LLM Systems with RAG\u003c\/b\u003e takes you from Machine Learning fundamentals to deploying scalable, production-ready Generative AI systems using modern tools like LangChain and Ollama.\u003c\/p\u003e\u003cp\u003eThis is not just another prompt engineering guide.\u003c\/p\u003e\u003cp\u003eThis is a system-building handbook.\u003c\/p\u003e\u003cbr\u003eWhat You'll Learn\u003cp\u003eYou will build a complete mental model of modern AI systems: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eFoundations of Machine Learning and Deep Learning\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eNeural Networks, Transformers, and LLM architecture\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003ePrompt Engineering techniques used in real systems\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eHow RAG reduces hallucinations and improves reliability\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eEmbeddings and vector databases\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eChunking strategies that impact retrieval quality\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eHybrid search (Sparse + Dense retrieval)\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eReranking techniques for precision\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eEvaluating RAG systems properly\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDesigning production-ready LLM pipelines\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDeploying scalable RAG systems using LangChain and Ollama\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eRunning Local AI models securely and cost-effectively\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eBy the end of this book, you won't just understand LLMs - you'll know how to build reliable AI systems around them.\u003c\/p\u003e\u003cbr\u003eWho This Book Is For\u003cp\u003eThis book is for: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eSoftware Engineers\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eMachine Learning Engineers\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eAI Architects\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eTechnical Founders\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDevelopers moving into Generative AI\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eYou must know Python not Perfessional but minimum syntax understanding.\u003c\/p\u003e\u003cp\u003eNo PhD required - but curiosity and technical mindset are essential.\u003c\/p\u003e\u003cbr\u003eFrom Deep Learning to Production\u003cp\u003eYou will move step-by-step: \u003c\/p\u003e\u003cp\u003eMachine Learning\u003cbr\u003e→ Deep Learning\u003cbr\u003e→ Transformers\u003cbr\u003e→ Large Language Models\u003cbr\u003e→ Prompt Engineering\u003cbr\u003e→ Basic RAG\u003cbr\u003e→ Advanced RAG\u003cbr\u003e→ Production Deployment\u003c\/p\u003e\u003cp\u003eEach concept builds toward one goal: \u003c\/p\u003e\u003cp\u003e\u003cb\u003eCreating scalable, production-grade LLM systems.\u003c\/b\u003e\u003c\/p\u003e\u003cbr\u003eWhat Makes This Book Different?\u003cp\u003eUnlike many AI books: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eIt focuses on systems, not just models\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eIt explains why architectural decisions matter\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eIt includes production engineering considerations\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eIt combines theory with practical design\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eIt uses real-world RAG pipelines\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eIt integrates LangChain and Ollama for local AI\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThis book prepares you for the real world - not just the demo environment.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Ali Jafari\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798250073844\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/27\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 152\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.81lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 11.00h x 8.50w x 0.33d","brand":"Ali Jafari","offers":[{"title":"Paperback","offer_id":48852751646975,"sku":"9798250073844","price":19.99,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/building-llm-systems-with-rag-ali-jafari-9798250073844","provider":"WR Book House","version":"1.0","type":"link"}