AI Solution

Create a domain-specific, GenAI-based Q&A app using custom documents

Introduction

By using the HeatWave vector store, we can get more accurate answers than ever, which is useful when creating user-friendly Q&A systems. In this use case, we’ll use Oracle HeatWave GenAI and retrieval-augmented generation (RAG) to illustrate how much more accurate answers to domain-specific questions can be when using vector store versus a traditional data store method.

This solution uses data from public health sources, but it could be trained or supplemented with any data needed.

Demo

Demo: HeatWave GenAI for Healthcare (3:03)

Prerequisites and setup

  1. Oracle Cloud account—sign-up page
  2. Getting started with OCI Generative AI—documentation for OCI Generative AI
  3. HeatWave GenAI—documentation
  4. HeatWave—documentation