{"product_id":"building-ai-systems-with-context-engineering-architecting-reliable-llm-systems-with-rag-memory-layers-and-prompt-protocols-9798296064776","title":"Building AI Systems with Context Engineering: Architecting Reliable LLM Systems with RAG, Memory Layers, and Prompt Protocols","description":"\u003cp\u003e • Author(s): Alira Vexel\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Artificial Intelligence - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eBuilding AI Systems with Context Engineering: Architecting Reliable LLM Systems with RAG, Memory Layers, and Prompt Protocols\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eAre your AI systems struggling with hallucinations, lost memory, or inconsistent tool use?\u003c\/p\u003e\u003cp\u003eDiscover the cutting-edge discipline of \u003cb\u003econtext engineering\u003c\/b\u003e - the missing layer in today's LLM workflows - and learn how to build \u003cb\u003ereliable, context-aware AI systems\u003c\/b\u003e from the ground up using retrieval-augmented generation (RAG), dynamic memory, and structured prompt protocols.\u003c\/p\u003e\u003cp\u003eThis practical blueprint goes beyond theory to help developers, architects, and engineers \u003cb\u003edesign, build, and deploy\u003c\/b\u003e production-grade LLM pipelines that \u003cb\u003eretain memory\u003c\/b\u003e, \u003cb\u003eoptimize context windows\u003c\/b\u003e, and \u003cb\u003eintegrate tools dynamically\u003c\/b\u003e.\u003c\/p\u003e\u003cp\u003eWhat You'll Learn Inside: \u003c\/p\u003e\u003cp\u003eBuild modular context layers: prompt → memory → retrieval → tool injection\u003cbr\u003eImplement RAG systems with ChromaDB, Weaviate, and LangChain\u003cbr\u003eEngineer long- and short-term memory using vector stores and semantic summarization\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eCreate role-specific prompts, dynamic agent flows, and fallback routines\u003c\/li\u003e\n\u003cli\u003eEvaluate LLM pipelines using AutoEval, Promptfoo, and LangSmith\u003c\/li\u003e\n\u003cli\u003eDeploy CI\/CD pipelines for versioned prompts and context-aware agents\u003c\/li\u003e\n\u003cli\u003eTroubleshoot prompt injection, token overflow, and irrelevant chunk retrieval\u003c\/li\u003e\n\u003cli\u003eMaster LangGraph, CrewAI, and AutoGen for multi-agent orchestration\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eIncludes: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eFully worked \u003cb\u003ecode representations\u003c\/b\u003e in Python\u003c\/li\u003e\n\u003cli\u003eReal-world tools: GPT-4o, Claude 3, Qwen, Mixtral, Zep, OpenRouter, PromptLayer\u003c\/li\u003e\n\u003cli\u003eDeployment-ready \u003cb\u003erecipes\u003c\/b\u003e, \u003cb\u003eworkflow templates\u003c\/b\u003e, and \u003cb\u003ememory architecture diagrams\u003c\/b\u003e\n\u003c\/li\u003e\n\u003cli\u003eAppendices with reusable \u003cb\u003eprompt templates\u003c\/b\u003e, \u003cb\u003eYAML context blocks\u003c\/b\u003e, and \u003cb\u003evector store setups\u003c\/b\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eWhether you're building an intelligent chatbot, a scalable RAG app, or a multi-agent pipeline, this book gives you everything you need to \u003cb\u003eengineer context as a first-class citizen\u003c\/b\u003e in modern AI systems.\u003c\/p\u003e\u003cp\u003e\u003cb\u003ePerfect for: \u003c\/b\u003e LLM Developers, AI Engineers, Technical Architects, and Builders of Next-Gen AI\u003c\/p\u003e\u003cp\u003eStart building smarter AI today.\u003cbr\u003e\u003cb\u003eMaster context. Unlock reliability. Engineer intelligence.\u003c\/b\u003e\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46334059085975,"sku":"9798296064776","price":1735.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798296064776.webp?v=1768671222","url":"https:\/\/atlanticbooks.com\/products\/building-ai-systems-with-context-engineering-architecting-reliable-llm-systems-with-rag-memory-layers-and-prompt-protocols-9798296064776","provider":"Atlantic Books","version":"1.0","type":"link"}