AI Solution

Build a Multicloud AI Chatbot with Oracle Database 23ai and Google Vertex AI

Introduction

Through new offerings from Oracle and Google, you can create chatbots that use Google Vertex AI and Oracle Database 23ai running on Google Cloud Platform (GCP).

In this solution, you’ll learn how to deploy a retrieval-augmented generation–based chatbot on GCP using Oracle Database 23ai. This is done with the Oracle Database@Google Cloud service, which enables you to run Oracle Database workloads in a Google Cloud environment.

Steps include subscribing to Oracle Autonomous Database in GCP, deploying a Streamlit front end, and using vector search features during inferencing for relevant data retrieval.

Demo

Demo: Build a Multicloud AI Chatbot with Oracle Database 23ai and Google Vertex AI (1:53)

Prerequisites and setup

  1. GCP account—sign-up page
  2. Oracle Database@Google Cloud marketplace image subscription—documentation
  3. Vertex AI—documentation
  4. Oracle Instant Client—documentation
  5. Streamlit—documentation
Oracle Chatbot
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