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VectorOps
$ curl -sSL get.vectorops.dev | sh

Zero-Latency Vector Intelligence for Autonomous AI Agents.

High-concurrency vector store with distributed in-memory cache, sub-millisecond cosine search, and native TypeScript, Python, and Rust SDKs.

P99: 0.38ms
Zero Cold Starts
HNSW SIMD-Optimized
agent-search.ts
// 1. Initialize client with sub-millisecond edge endpoint
import { VectorOps } from '@vectorops/core';

const client = new VectorOps({
apiKey: process.env.VECTOROPS_KEY,
region: 'global-edge', // Auto-routed to closest POP
});

// 2. Query 10M embeddings with HNSW cosine similarity
const results = await client.index('knowledge-base').query({
vector: queryEmbedding,
topK: 5,
filter: { status: 'verified' }
});

✔ Done in 0.38ms • 5 matches found • Cache hit: true (RAM)

Precision Benchmarks

Engineered for raw throughput and predictability.

Tested across 1,000,000 queries on 1536-dimensional OpenAI & Gemini embeddings.

Engine P99 Latency QPS per Node Cold Start Memory per 1M Vecs
VectorOps Edge 0.38 ms 14,200 0 ms 1.2 GB
Traditional Managed Vector DB 32.4 ms 1,850 450 ms 4.8 GB
Postgres + pgvector Extension 48.2 ms 920 120 ms 6.1 GB

System Architecture

Everything built for mission-critical production.

⚡

SIMD Vector Math

Leverages AVX-512 and ARM Neon instructions to calculate Euclidean and Cosine distances directly at the metal.

🌐

Edge Replicated

Instant multi-master replication across 35 worldwide points of presence so your inference is always physically close to your users.

🔒

Zero-Knowledge Enclaves

Embeddings and metadata are decrypted solely inside hardware secure enclaves (AWS Nitro / AMD SEV).

Developer Pricing

Predictable plans. Zero surprises on bandwidth.

Developer Hobby

For side experiments and prototypes.

$0 / forever
  • ✔ Up to 100,000 vectors
  • ✔ 1 Shared Edge Node
  • ✔ Community Discord
Recommended

Production Node

For active applications with live user traffic.

$29 / mo
  • ✔ Up to 2,500,000 vectors
  • ✔ 3 Edge Replicas (Sub-ms)
  • ✔ 99.95% Availability SLA
  • ✔ Direct Engineer Support

Custom Cluster

For high-throughput AI fleets.

$199 / mo
  • ✔ Unlimited vectors
  • ✔ Dedicated bare-metal RAM
  • ✔ VPC Peering & Custom SSL
  • ✔ 99.99% Guaranteed SLA

Technical Inquiries

Frequently Asked Questions