Overview

Mastering OCI Architecture & AI Integration: Deploy Generative AI, RAG Pipelines, and Autonomous Databases on Oracle Cloud Infrastructure (OCI) In a world where Generative AI and intelligent automation are redefining enterprise computing, Oracle Cloud Infrastructure (OCI) has emerged as a powerful foundation for deploying secure, high-performance AI systems at scale. This hands-on, modern guide takes you beyond theory-teaching you exactly how to build, automate, and optimize Generative AI, RAG pipelines, and Autonomous Database 23ai environments in production-ready OCI architectures. Written for AI engineers, cloud architects, and data professionals, this book walks you step-by-step through designing zero-trust OCI landing zones, deploying Autonomous Databases with vector search, and integrating LangChain with OCI Generative AI services for contextual reasoning and retrieval-augmented generation. Each chapter combines detailed architectural explanations with Terraform automation, Vault-based security, Cloud Guard governance, and OCI DevOps CI/CD pipelines, ensuring every concept can be implemented directly in your environment. Through practical labs and a full-stack end-to-end capstone project, you'll learn how to: Design secure, multi-region OCI environments with IAM, VCNs, Vault, and Cloud Guard. Deploy and configure Autonomous Database (23ai) with built-in machine learning and vector indexing. Build LangChain-powered RAG applications using OCI Generative AI model endpoints and in-database embeddings. Automate complete infrastructure lifecycles with Terraform v6.x and OCI DevOps pipelines. Implement observability, cost control, and compliance automation through budgets, Logging Analytics, and Cloud Guard. Govern, audit, and secure AI workloads under SOC 2, ISO 27001, and NIST AI RMF frameworks. Each section is grounded in real-world OCI tooling-from the CLI and SDK to Terraform modules and security recipes-empowering you to design production-grade AI systems that are both intelligent and compliant by design. Whether you're modernizing enterprise AI infrastructure, deploying a retrieval-based assistant, or implementing OCI-native automation for large-scale data intelligence, this book delivers a complete, future-proof blueprint. Master OCI Architecture & AI Integration is your definitive guide to architecting the next generation of secure, autonomous, and generative AI-driven cloud environments-built entirely on Oracle Cloud Infrastructure.

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