Python SDK now available

The distributed vector database
that scales

Zero configuration. Perfect recall. Transparent pricing. Build vector search that scales from prototype to production without changing a line of code.

Get Started View Documentation
10B+
Vectors in Production
100%
Recall Accuracy
12.8×
Faster Performance
60s
Time to Deploy

Built for developers

Everything you need to ship vector search, nothing you don't

Zero Configuration

Import your vectors and start querying. No index tuning, no parameter optimization, no complexity.

Perfect Recall

Our PCA indexing achieves 100% recall without sacrificing speed. Never miss a relevant result.

Transparent Pricing

Pay for storage, get unlimited queries. No hidden fees, no usage anxiety, no billing surprises.

Built to Scale

From thousands to billions of vectors. Our distributed architecture grows with your needs.

Drop-in Compatible

Works with all major vector databases and embedding models. Switch in minutes, not months.

Enterprise Ready

SOC 2 compliant with 99.99% SLA. End-to-end encryption and comprehensive audit logs.

Get started in 60 seconds

Three lines to production-ready vector search

# Install Vector Panda
pip install veep
# Import and initialize
from veep import Client
client = Client("your-api-key")
# Start searching
results = client.search(query_vector, k=10)

Simple, transparent pricing

Choose your storage tier. Change anytime. No commitments.

Hot
$2.99
per million vectors
  • Memory storage
  • < 10ms queries
  • Real-time apps
Cold
$0.09
per million vectors
  • Archive storage
  • No queries
  • Backup only
Auto
Smart
usage-based tiering
  • Auto-optimize
  • Cost effective
  • Coming soon

Use cases

Power any application with vector search

🤖

RAG Applications

Build retrieval-augmented generation systems with instant access to billions of embeddings.

🔍

Semantic Search

Enable natural language search that understands intent, not just keywords.

🎯

Recommendations

Deliver personalized recommendations in real-time at any scale.

🖼️

Image Similarity

Find similar images instantly from massive collections using visual embeddings.

Ready to build?

Join thousands of developers using Vector Panda

Get Started Free →