Create a Knowledge Assistant with AI Vector Search in Oracle Database 23ai

Introduction

While there are many ways to create AI chatbots that can retrieve answers to natural language queries, it can be daunting to know how to begin. This solution offers a basic knowledge assistant that uses LlamaIndex to integrate private data with public data sets as well as Oracle Database 23ai. Get a front-row seat to see how vector searches, which understand context and meaning, outperform traditional database searches that rely on exact keyword matches and might miss nuanced details that matter to end users.

Demo

Prerequisites and setup

1. Oracle Cloud account—sign-up page
2. OCI Generative AI—documentation
3. OCI Generative AI in LlamaIndex—documentation
4. Oracle Autonomous Database with Oracle Database 23ai—documentation

Getting started

• Detailed steps and sample code on GitHub

Additional resources

• Oracle AI Vector Search
• Embeddings in OCI Generative AI