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From RAG to Agents: Build GenAI apps on Oracle AI Database - Healthcare edition

About This Workshop

Youtube Video

About This Workshop
If you’ve been itching to build real-world AI apps—beyond demos—this hands-on workshop is for you. For data engineers, app developers, and solution architects, we’ll build practical, industry-focused GenAI applications with Oracle AI Database. You’ll write Python to manage data with JSON Relational Duality Views and deliver smarter search via AI Vector Search. You’ll plug in OCI Generative AI services to build a RAG-enabled web app. You’ll also dive into the Model Context Platform (MCP), learning how it wires tools into agent workflows. First, you’ll learn how to use a Oracle MCP server to implement agentic workflows and explore a sample agentic application. Then, you’ll run a custom MCP server that connects to Oracle AI Database and OCI Generative AI, call MCP tools, and implement and register your own MCP tool.

Workshop Info

2 hours
  • Learn how Oracle AI Database's capabilities can be used to automate and enhance corporate approval processes
  • Start coding with Python and Oracle's Python driver `oracledb`
  • Learn how to implement and interact with Oracle AI Database's new features using Python
  • Implement a working example of retrieval-augmented generation (RAG) using Oracle AI Database
  • Interact with the database and OCI GenAI using MCP tools
  • Familiarity with Database is desirable, but not required
  • Some understanding of cloud and database terms is helpful
  • Familiarity with Oracle Cloud Infrastructure (OCI) is helpful
  • Familiarity with Python 
  • Familiarity with AI concepts 

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