AI Solution

AI Text Analysis and Multilingual Translation


AI services have the potential to bridge linguistic barriers and enhance the global reach of intelligent applications. In particular, translation at scale with a low-code front end can yield more analysis with bigger data sets and a user-friendly interface.

Oracle Cloud Infrastructure (OCI) Language is an advanced AI service designed for comprehensive text analysis on a large scale. With OCI Language, developers can harness the power of REST APIs and SDKs to process unstructured text, enabling sentiment analysis, entity recognition, translation, and other functionalities. The service incorporates cutting-edge neural machine technology, facilitating seamless text translation across multiple languages.

In this project, we use OCI Language with Oracle APEX to create intuitive front-end user interface applications. Additionally, we explore the capability to translate outputs from various AI services, including Cohere, or OCI Generative AI, into any desired language supported by the respective AI service.


Demo: AI Text Analysis and Multilingual Translation (1:08)

Prerequisites and setup

  1. Oracle Cloud account—sign-up page
  2. Oracle Cloud Infrastructure—documentation
  3. Batch language translation—documentation
  4. Language API endpoints—documentation
  5. Oracle APEX—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。