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Build a GenAI-Powered Financial Services Loan Approval Application with Oracle Database 23ai

About This Workshop

Youtube Video

About This Workshop
If you’ve been itching to build real-world AI apps—beyond just demos—this hands-on workshop is for you. We’ll guide you through creating practical financial applications using Oracle Database 23ai, where you’ll write Python code to handle data with JSON Duality Views, uncover insights with Graph analytics, and deliver smarter search via AI Vector Search. You’ll even plug in OCI’s generative AI services to make a RAG-enabled web app your business users will actually want to use. Along the way, you’ll tackle enterprise-grade AI tools, work through live coding examples, and walk away with ready-to-adapt code. If you’re 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 the loan approval process
  • 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
  • Try a coding challenge and implement a solution using AI Vector Search

  • Familiarity with Python 

  • Familiarity with AI concepts 

  • Some understanding of cloud and database terms is helpful 

  • Familiarity with Oracle Cloud Infrastructure (OCI) is helpful 

  • Familiarity with databases is desirable, but not required 

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