S3WORM

// Multi-provider setup - works with AWS, Storj, MinIO, DigitalOcean
const aiContentDB = new S3Worm({
  provider: "storj", // or 'aws', 'minio', 'digitalocean'
  endpoint: "https://gateway.storjshare.io",
  bucket: "ai-content-vault",
  region: "us-east-1",
});

// Define your content schema with TypeScript
interface VideoContent {
  id: string;
  title: string;
  description: string;

  // File references
  files: {
    video: string;     // 'videos/epic-demo.mp4'
    thumbnail: string; // 'thumbnails/epic-demo.jpg'
    transcript: string; // 'transcripts/epic-demo.txt'
  };

  // AI-powered metadata
  ai: {
    embedding: number[];     // 1536-dim OpenAI vector
    tags: string[];         // Auto-generated tags
    sentiment: "positive" | "negative" | "neutral";
    categories: string[];   // ML-classified categories
  };

  // Analytics & engagement
  analytics: {
    views: number;
    likes: number;
    shares: number;
    avgWatchTime: number;
    heatmap: number[]; // Engagement per second
  };
}