Reliable Generative AI Systems
Architecting Secure, Scalable, and Ethical LLM Solutions with LangChain, LangGraph & Beyond
Unlock the full potential of Generative AI and Large Language Models (LLMs) with the ultimate technical guide for developers, AI architects, and machine learning engineers building production-grade, reliable, and secure AI systems.
This book is your complete blueprint to designing, deploying, and managing scalable AI applications using cutting-edge frameworks including LangChain, LangGraph, LlamaIndex, Haystack, DSPy, and AutoGen. Whether you're building Retrieval-Augmented Generation (RAG) pipelines, multi-agent orchestration systems, or enterprise AI workflows, this guide delivers purely practical, code-driven methodologies from start to finish.
What You'll Master Inside:
Engineering reliable, fault-tolerant AI architecturesBuilding advanced RAG pipelines that minimize hallucinationsImplementing multi-agent AI systems with LangGraph and AutoGenDesigning for security, privacy, and compliance (OWASP, GDPR, HIPAA, EU AI Act)Deploying AI with Infrastructure-as-Code (Terraform, Kubernetes, Docker)Continuous evaluation with AutoEval, regression testing, and CI/CD pipelinesImplementing observability, monitoring, and self-healing AI pipelinesEthical AI frameworks for bias detection, explainability, and sustainabilityBonus Appendices & Resources:
AI Security Cheat Sheet (OWASP LLM Risks & Mitigations)Production-Ready Prompt Engineering TemplatesObservability & Monitoring Setup ScriptsEthical AI & Governance ChecklistsCI/CD Infrastructure Templates for Prompts & ModelsGlossary of Key AI, LLM, and MLOps TermsWho This Book is For:
AI/ML Developers deploying LLMs in productionMLOps Engineers implementing scalable AI pipelinesData Scientists transitioning to enterprise-grade AI systemsTechnical Architects designing secure, compliant AI infrastructuresIf you want to future-proof your AI systems, deploy enterprise-grade, ethical, and performant LLM applications, and stay ahead in the fast-evolving AI landscape - this book is your indispensable guide.