AI Solution
Build a Multicloud AI Chatbot with Oracle AI Database and Google Vertex AI
Introduction
Through new offerings from Oracle and Google, you can create chatbots that use Google Vertex AI and Oracle AI Database running on Google Cloud.
In this solution, you’ll learn how to deploy a retrieval-augmented generation–based chatbot on Google Cloud using Oracle AI Database. This is done with the Oracle Database@Google Cloud service, which enables you to run Oracle AI Database workloads in a Google Cloud environment.
Steps include subscribing to Oracle Autonomous AI Database in Google Cloud, deploying a Streamlit front end, and using vector search features during inferencing for relevant data retrieval.
Demo
Prerequisites and setup
- Google Cloud account—sign-up page
- Oracle Database@Google Cloud marketplace image subscription—documentation
- Vertex AI—documentation
- Oracle Instant Client—documentation
- Streamlit—documentation