1Z0-1127-25: Oracle Cloud Infrastructure 2025 Generative AI

Exam Name: Oracle Cloud Infrastructure 2025 Generative AI Professional, Exam Code: 1Z0-1127-25Topic 1: Fundamentals of Large Language Models (LLMs)This section tests the foundational knowledge of AI Engineers and Data Scientists regarding large language models (LLMs). It includes understanding transformer-based architectures, prompt engineering strategies, fine-tuning techniques, and practical applications of code models and multi-modal systems. It also introduces the concept of autonomous language agents and their integration in enterprise workflows.

Topic 2: Using OCI Generative AI ServiceThis domain assesses the ability of Cloud AI Specialists and Solution Architects to effectively use OCI Generative AI services. It focuses on working with pre-trained chat and embedding models, setting up dedicated AI clusters for fine-tuning or inference, deploying endpoints, and managing workloads securely. It also emphasizes Oracle's responsible AI framework and governance best practices in generative AI.

Topic 3: Implement RAG Using OCI Generative AI ServiceThis section evaluates the skills of Knowledge Engineers and Database Specialists in building Retrieval-Augmented Generation (RAG) pipelines. Topics include using LangChain with Oracle Database 23ai, breaking documents into manageable chunks, embedding them, storing them with semantic indexing, and querying for relevant context to generate accurate AI-driven responses. Topic 4: Using OCI Generative AI RAG Agents ServiceThis domain tests the proficiency of Conversational AI Developers and Application Architects in creating intelligent chat agents.

It includes building and managing RAG knowledge bases, deploying chat-ready AI agents, and integrating them into applications. The section emphasizes practical use cases for enterprise AI assistants using OCI's Generative AI RAG Agent services.