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Develop with Oracle AI and Database Services: Gen, Vision, Speech, Language, OML, Select AI, RAG and Vector

About This Workshop

Youtube Video

About This Workshop
Authors: Paul Parkinson, Nacho Martinez, Nicholas Cusato, Hannah Nguyen, Ethan Shmargad, Miles Novotny, and David Dangond

Develop AI applications using various Oracle tech including Oracle Database features, OML, Vision AI, Speech AI, Language AI, Gen AI, and XR where use cases are for the greater good such as health, vision and hearing impaired, sustainability, equality, etc. as listed on the U.N. Economic and Social Sustainable Development list found here: https://sdgs.un.org/goals

Workshop Info

2 hours
  • Lab 1: Setup
  • Lab 2: Getting started with Oracle AI and JSON
  • Lab 3: OCI Vision Text Detection and Gen AI to explain medical results.
  • Lab 4: OCI Speech Transcription and Gen AI to create storyboards.
  • Lab 5: OCI Vision AI Object Detection and Gen AI and Language AI for Sentiment Analysis  
  • Lab 6: OCI Vision Face Detection for disaster rescue as well as health and emotion recognition
  • Lab 7: Real-time Speech Transcription and NL2SQL/Select AI for doctor-patient conversations and EHRs
  • Lab 8: Text Search and DBMS_SEARCH of AI results
  • Lab 9: Mixed Reality and Vision AI For Hearing And Vision Impaired And Alzheimer’s
  • Lab 10: Oracle Machine Learning For Healthcare
  • Lab 11: Deploy Your Own ChatGPT/AI Model On OCI
  • Lab 12: Chatbot Using RAG and OCI Generative AI with LangChain
  • Lab 13: Teardown
  • Sample - 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

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