Oracle Cloud Free Tier for Production AI Agents: What Actually Works

This article provides a detailed guide on how to leverage Oracle Cloud's free tier for building and deploying AI-powered chatbots or agents. Here are the key points summarized:

Overview of Free Tier Resources:

• Compute: 2 OCPUs, 8GB RAM (1 VM)
• Storage: 50GB block storage
• Database: Autonomous Database with 2GB memory
• Networking: 2 public IPs, 10TB egress per month

Key Challenges and Solutions:

1. Limited Resources:

   • Use efficient AI models like Groq (fast) and Claude (smart but expensive).
   • Implement aggressive caching using Redis to minimize database load.

2. State Management:

   • Store all state in Autonomous Database or Redis.
   • Design agents as stateless services that can be redeployed without losing user context.

3. Network Constraints:

   • Use Cloudflare R2 for object storage and media handling due to Oracle's limited free tier offerings.
   • Route heavy network operations directly to client devices when possible.

4. Load Balancing:

   • Use Nginx with SNI routing to manage multiple services on a single IP address.

Read the full article at DEV Community

---

Want to create content about this topic? Use Nemati AI tools to generate articles, social posts, and more.