MOSS - Minimal On-Device Semantic Search

@inferedge/moss enables private, on-device semantic search in your web, mobile, and edge applications - without cloud dependencies.

Built for developers who want instant, memory-efficient, privacy-first AI features inside their apps.

✨ Features

• ⚡ On-Device Vector Search - Sub-millisecond retrieval with zero network latency
• 🔍 Semantic Search & Hybrid Search - Beyond keyword matching
• 📦 Multi-Index Support - Manage multiple isolated search spaces
• 🛠️ Tiny SDK - Optimized for edge deployments
• 🛡️ Privacy-First by Design - No server-side cloud calls required to perform searches

📦 Installation

npm install @inferedge/moss

🚀 Quick Start

import { MossClient, DocumentInfo } from "@inferedge/moss";

async function main() {
  // Initialize search client with project credentials
  const mossClient = new MossClient(
    "your-project-id",
    "your-project-key"
  );

  // Prepare documents to index
  const documents: DocumentInfo[] = [
    {
      id: "doc1",
      text: "How do I track my order? You can track your order by logging into your account.",
    },
    {
      id: "doc2", 
      text: "What is your return policy? We offer a 30-day return policy for most items.",
    },
    {
      id: "doc3",
      text: "How can I change my shipping address? Contact our customer service team.",
    },
    // Add more documents here
    // .
    // .
    // .
  ];

  // Create an index with documents and model
  const indexName = "faqs";
  const created = await mossClient.createIndex(
    indexName,
    documents,
    "moss-minilm"
  );
  console.log("Index created:", created);

  // Load the index before searching
  await mossClient.loadIndex(indexName);

  // Search the index
  const result = await mossClient.query(
    indexName,
    "How do I return a damaged product?",
    3 // top 3 results
  );

  // Display results
  console.log(`Query: ${result.query}`);
  result.docs.forEach((match) => {
    console.log(`Score: ${match.score.toFixed(4)}`);
    console.log(`ID: ${match.id}`);
    console.log(`Text: ${match.text}`);
    console.log("---");
  });
}

main().catch(console.error);

🔥 Example Use Cases

• Smart knowledge base search
• Realtime Voice AI agents
• Personal note-taking search
• Private in-app AI features (recommendations, retrieval)
• Local semantic search in edge devices, AR/VR, mobile apps

📄 License

This package is licensed under the PolyForm Shield License 1.0.0.

• ✅ Free for testing, evaluation, internal use, and modifications.
• ❌ Not permitted for production or competing commercial use.
• 📩 For commercial licenses, contact: [email protected]

📬 Contact

For support, commercial licensing, or partnership inquiries, contact us: [email protected]