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Build a GenAI-Powered Application with Oracle Database 23ai—Healthcare edition

About This Workshop

Youtube Video

About This Workshop
If you have been itching to build real-world AI apps—beyond just demos—this hands-on workshop is for you. We will guide you through creating practical industry-focused GenAI applications using Oracle Database 23ai, where you will write Python code to handle data with JSON Duality Views, uncover insights with Graph analytics, and deliver smarter search via AI Vector Search. You will plug in OCI’s generative AI services to build a RAG-enabled web app your business users will actually want to use. You will also dive into the Model Composition Platform (MCP), learning how it wires tools into agent workflows. You will run an MCP server that connects to Oracle Database 23ai and OCI Generative AI, call MCP tools from a Jupyter notebook, and even implement and register your own tool. Along the way, you will tackle enterprise-grade AI tools, work through live coding examples, and walk away with ready-to-adapt code. If you are a developer who wants to level up—beyond basic AI tutorials—this workshop will jump-start your journey into serious AI application development.

Workshop Info

2 hours
  • Learn how Oracle Database 23ai 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 Database 23ai's new features using Python
  • Implement a working example of retrieval-augmented generation (RAG) using Oracle Database 23ai
  • 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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