AI Solution

AI Vector Search Using Node.js


In this solution, we’ll learn how to use the Oracle Cloud Infrastructure (OCI) Generative AI embedding models from Cohere via AI Vector Search with Node.js. Cohere’s large language models (LLMs) can help enterprises revolutionize customer engagement and operational efficiency. This solution offers an opportunity to see Cohere’s LLMs in action on OCI by using similarity searches.

We’ll provide the code needed to get started as well as a guide to implementing these tools on OCI. We’ll vectorize a table with Cohere Embed and perform similarity searches using Cohere.


Demo: AI Vector Search Using Node.js (2:07)

Prerequisites and setup

  1. Oracle Cloud account—sign-up page
  2. Oracle Cloud Infrastructure—documentation
  3. OCI Generative AI—documentation


  1. Oracle专指Oracle境外公司而非甲骨文中国。
  2. 相关Cloud或云术语均指代Oracle境外公司提供的云技术或其解决方案。