{"product_id":"mastering-graph-rag-and-causal-agents-explainable-scalable-and-smarter-ai-workflows-for-real-world-integration-9798264807459","title":"Mastering Graph-RAG and Causal Agents: Explainable, Scalable, and Smarter AI Workflows for Real-World Integration","description":"\u003cp\u003e • Author(s): Dwayne Daniel\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Data Processing\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eMastering Graph-RAG and Causal Agents: Explainable, Scalable, and Smarter AI Workflows for Real-World Integration\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eWhat if your AI systems could go beyond surface-level correlations and actually explain their reasoning? What if they could scale to handle billions of relationships while still providing answers you could trust?\u003c\/p\u003e\u003cp\u003eThis book introduces the cutting-edge combination of Graph-RAG (Retrieval-Augmented Generation with knowledge graphs) and causality-aware agents, showing you how to build AI workflows that are explainable, scalable, and truly enterprise-ready. Written for AI developers, data scientists, enterprise architects, and technology leaders, it bridges theory with practical application so you can design systems that deliver accurate results while maintaining transparency and adaptability.\u003c\/p\u003e\u003cp\u003eInside, you'll discover how each piece fits together: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eFoundations of Graph-RAG and Causal Reasoning\u003c\/b\u003e - understand why traditional RAG pipelines fall short and how graphs and causal inference bring structure and clarity.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eCore Concepts of Knowledge Graphs\u003c\/b\u003e - learn how to build, query, and scale knowledge graphs for enterprise contexts.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eTraditional RAG versus Graph-RAG\u003c\/b\u003e - see how graph integration improves retrieval precision and explainability.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eCausal Inference and AI Agents\u003c\/b\u003e - explore how agents distinguish correlation from causation and apply interventions in real-world scenarios.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eBuilding Graph-RAG Pipelines\u003c\/b\u003e - follow detailed examples of designing workflows that combine semantic retrieval with graph reasoning.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eArchitecting Causal Agents\u003c\/b\u003e - implement causal graph models that enable agents to adapt and explain their decisions.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eOrchestrating Graph-RAG and Causal Agents\u003c\/b\u003e - combine retrieval, reasoning, and causality into hybrid architectures that support multi-agent systems.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eScaling for Enterprise Deployment\u003c\/b\u003e - handle large knowledge graphs, optimize workflows, and integrate cloud and serverless infrastructure.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eEvaluation and Benchmarks\u003c\/b\u003e - measure accuracy, structural correctness, and transparency with practical metrics and frameworks.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eFuture Directions\u003c\/b\u003e - explore the next generation of RAG architectures, causality-aware systems, and enterprise opportunities.\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eWhat sets this book apart is its practical orientation. Alongside deep explanations, you'll find extended code snippets, real-world case studies, and evaluation techniques that ensure what you build is not just a prototype but a production-ready system. Every chapter connects concepts with actionable steps, making it a resource you'll return to as you design and scale smarter AI workflows.\u003c\/p\u003e\u003cp\u003eWhether you're in healthcare, finance, supply chain, or any domain where trust and scalability are critical, this book equips you to build AI that doesn't just provide answers but explains them.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eTake the next step toward mastering Graph-RAG and causal agents. Start building AI systems that your teams, stakeholders, and regulators can rely on-today.\u003c\/b\u003e\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46332917186711,"sku":"9798264807459","price":1958.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798264807459.webp?v=1768668121","url":"https:\/\/atlanticbooks.com\/products\/mastering-graph-rag-and-causal-agents-explainable-scalable-and-smarter-ai-workflows-for-real-world-integration-9798264807459","provider":"Atlantic Books","version":"1.0","type":"link"}