AI Solution

Real-time email categorization and sentiment analysis with AI


Organizations are swimming in emails, many of which require a simple reply to keep the conversation going. Using AI, we can analyze the text of our incoming emails, categorize them, gauge the sentiment (is someone frustrated or happy?), and optionally send a quick reply—all of which is largely automated.

In this project, we’ll build such a system to show how Oracle Cloud Infrastructure (OCI) Language, OCI Generative AI, and Oracle Integration Cloud can help filter, analyze, and even manage text-based communications.


Demo: Real-time email categorization and sentiment analysis with AI (2:02)

Prerequisites and setup

  1. Oracle Cloud account—sign-up page
  2. OCI Language—documentation
  3. OCI Generative AI—documentation
  4. OCI API Gateway—documentation
  5. OCI Object Storage—documentation
  6. OCI Streaming—documentation
  7. Oracle Autonomous Database (ATP)—documentation
  8. Oracle Analytics Cloud—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。