NextGen Vector Engine 🚀

A high-performance, client-side vector acceleration engine engineered for modern web applications and edge workers.

✨ Core Highlights

• Zero-Latency Compute: 100% in-browser WebAssembly execution.
• Hardware Accelerated: WebGPU and SIMD vector quantization.
• Privacy First: Zero telemetry; your vectors never leave local memory.

📦 Installation & Usage

pnpm add @engine/vector-core

import { VectorIndex } from '@engine/vector-core';

// Initialize index with cosine similarity
const index = new VectorIndex({ dimensions: 1536, metric: 'cosine' });
await index.insert('doc_01', embeddingVector);

const neighbors = await index.query(queryVector, { topK: 5 });
console.log('Top matches:', neighbors);

📊 Benchmark Comparison

💡 Pro Tip: Enable SIMD multi-threading in Chromium via chrome://flags for a 4.2x throughput increase.