AI Solution

Accelerating AI Application Deployment Using Cloud Native Strategies


Kubernetes has become the standard for managing containerized applications, and Oracle Cloud Infrastructure Container Engine for Kubernetes (OKE) is a managed Kubernetes service that delivers outstanding cloud reliability. Now, imagine using OKE with AI to create powerful, scalable, highly available AI applications.

This project deploys an AI pipeline with a multipurpose front end for text generation and summarization. The pipeline integrates with a database to track interactions, enabling fine-tuning and performance monitoring for application optimization. It leverages OCI Generative AI APIs on a Kubernetes cluster.


Demo: Accelerating AI Application Deployment Using Cloud Native Strategies (1:26)

Prerequisites and setup

  1. Oracle Cloud account—sign-up page
  2. Oracle Cloud Infrastructure—documentation
  3. OCI Generative AI—documentation
  4. OCI Container Engine for Kubernetes—documentation
  5. Oracle Autonomous Database—documentation
  6. Spring Boot framework—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。