This seminar track explores three key pillars of modern AI and their implementation in Oracle Cloud Infrastructure (OCI): Retrieval-Augmented Generation (RAG), AI Agents, and two core components of the OCI AI stack – AI Services and the Data Science Platform.
The sessions are designed for a wide audience, from those interested in AI and looking to expand their knowledge of modern AI topics, to experienced developers eager to explore OCI’s latest AI tools.
The first two sessions will focus on RAG and AI Agents, covering both the underlying theory and practical demonstrations of pro-code and no-code tools that support a wide range of developers and analysts. The final session will highlight the Data Science Platform and AI Services, showcasing how these components accelerate the development of machine learning applications.
By the end of the track, participants will gain practical insights into the tools, Methods, and platforms driving AI innovation today.
RAG in Practice: From Foundations and No-Code Tools to Advanced Methods
• RAG – Introduction
• RAG no-code tools: Generative AI Agent Platform and Apex
• Advanced RAG Methods
Agentic AI in Practice
• Multi-Agent Systems in Industry and Scientific Research
• Generative AI Agent Platform
• MCP Servers for DevOps Workflows
• Reasoning-Based Methods for Agentic Workflows
Accelerating AI Development with OCI
• Data Science Platform
• AI Services
