I’ve just released mongoose-ai, a Mongoose plugin that adds intelligent document processing to your MongoDB applications with minimal setup.
Key features:
• Automatic content summarization on document save
• Natural language semantic search capabilities
• Document similarity calculations
• Full TypeScript support with comprehensive error handling
Simple integration:
schema.plugin(aiPlugin, {
ai: {
model: "summary",
provider: "openai",
field: "aiSummary",
credentials: { apiKey: process.env.OPENAI_API_KEY }
}
});
const article = new Article({ title: "...", content: "..." });
await article.save(); // Summary automatically generated
Performance highlights:
• 99.7% faster than manual processing
• $0.0003 per document processing cost
• 38+ documents per minute throughput
• Works with existing Mongoose applications
The plugin handles OpenAI integration, error recovery, and cost optimization automatically. No infrastructure changes required - just add it to any schema where you need intelligent text processing.
Get started:
npm install @jmndao/mongoose-ai