Back to Features
Infrastructure

Vector Database

Built on pgvector for lightning-fast semantic search across millions of documents. Enterprise-grade performance with PostgreSQL reliability.

<10ms
Query Latency
p99
1B+
Vectors Indexed
supported
100K
Throughput
QPS
99.99%
Uptime
SLA
Vector Space Visualization
Query: "product documentation"3 nearest neighbors

Built for AI Workloads

Our vector database is optimized specifically for AI and machine learning applications.

Lightning-Fast Search

Sub-millisecond query times even with millions of vectors using optimized HNSW indexing.

Horizontal Scaling

Seamlessly scale from thousands to billions of vectors with automatic sharding and replication.

Hybrid Search

Combine semantic similarity with metadata filtering for precise, contextual results.

Real-time Updates

Add, update, or delete vectors instantly without rebuilding indexes or downtime.

Technical Specifications

Enterprise-grade technology stack designed for reliability and performance.

Indexing

  • HNSW algorithm for approximate nearest neighbor
  • IVF-Flat for exact search when needed
  • Automatic index optimization
  • Incremental index updates

Storage

  • Built on PostgreSQL with pgvector
  • Compressed vector storage
  • Tiered storage (hot/warm/cold)
  • Point-in-time recovery

Performance

  • GPU-accelerated similarity search
  • Query result caching
  • Connection pooling
  • Read replicas for scale

PostgreSQL-Native Architecture

Built on the world's most advanced open-source database, our vector store inherits decades of reliability and ecosystem support.

pgvector Extension

Native PostgreSQL extension for vector similarity search.

ACID Compliance

Full transactional support for data integrity.

Point-in-Time Recovery

Restore your data to any moment in time.

Automatic Scaling

Scale storage and compute independently as needed.

Query Layer
SQL Interface
REST API
Index Layer
HNSW
IVF-Flat
B-Tree
Storage Layer
PostgreSQL + pgvector
Replicated Storage
No infrastructure management required
Automatic backups and disaster recovery
Multi-region deployment options
Cost-effective pay-as-you-go pricing
Full SQL compatibility
Native PostgreSQL integration

Fully Managed Service

Focus on building your application while we handle the infrastructure, scaling, and maintenance.

Ready to scale your AI?

Start with our vector database and experience the performance your AI applications deserve.