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Mastering OCI Architecture & AI Integration: Deploy Generative AI, RAG Pipelines, and Autonomous Databases on Oracle Cloud Infrastructure (OCI)
Paperback
General ComputersSystem Administration
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Publisher: Independently Published
Published: Nov 20 2025
Pages: 282
Weight: 1.45
Height: 0.59 Width: 8.50 Depth: 11.00
Language: English
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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