seekmix/demo/case3-local.js

🔍 A local semantic caching library for Node.js.

import { SeekMix } from '../index.js';

const cache = new SeekMix({ dropIndex: true });

await cache.connect();

console.log('Connected with default settings (HuggingFace local model)\n');

// Index some entries
await cache.set('How to make pasta', 'Boil water, add pasta, cook for 8 minutes.');
await cache.set('What is the capital of France', 'The capital of France is Paris.');
await cache.set('Tips for better sleep', 'Avoid screens before bed and keep a regular schedule.');
console.log('3 entries indexed\n');

// Search with similar queries
const searches = [
    'How do I cook pasta',
    'Capital city of France',
    'How can I sleep better',
    'Best programming language' // no match expected
];

setInterval(async () => {
    for (const q of searches) {
        const hit = await cache.get(q);
        if (hit) {
            console.log(`"${q}"`);
            console.log(`  -> HIT (similarity ${(1 - hit.score).toFixed(4)}): ${hit.result}\n`);
        } else {
            console.log(`"${q}"`);
            console.log(`  -> MISS\n`);
        }
    }
}, 1000);