Manage Amazon S3 Vectors, safely from your browser.
A clean, modern console for AWS vector search. Browse buckets and indexes, ingest embeddings, and run similarity queries. Your AWS credentials are encrypted on your device and never stored on any server.
Vector data is powerful, yet awkward to work with
No friendly console
Amazon S3 Vectors is API-first. Inspecting indexes, vectors, and metadata usually means scripts, the CLI, or raw SDK calls.
Credentials everywhere
Most tools ask you to hand AWS keys to a hosted server or paste them into dashboards you don't control, creating a real security risk.
Hard to explore & debug
Running a similarity search, checking a filter, or verifying an embedding shouldn't require writing throwaway code each time.
Vector Studio: a secure, browser-first workspace
Everything you need to operate Amazon S3 Vectors, wrapped in a fast UI that keeps your credentials on your machine.
Multi-account connections
Add, test, and switch between AWS accounts. Switching flushes state so accounts never mix.
Explore buckets & indexes
Browse vector buckets, create indexes with custom dimensions and metrics, and view vector data in a real table.
Similarity search
One-click text-to-vector search, a visual metadata filter builder, thresholds, and paginated results.
Built to grow
S3 Vectors today; DynamoDB and other backends are on the way, selectable per connection.
Three steps, and your keys never leave your machine
Vector Studio operates completely client-side. No cloud key storage, no proxy databases, and zero credential leaks.
Set a vault passphrase
On first launch you choose a passphrase. WebCrypto derives a 256-bit encryption key (PBKDF2-SHA256, 210k iterations) in browser memory, never stored or transmitted anywhere.
Add an AWS connection
Enter your AWS keys. They are encrypted with AES-256-GCM using your derived key and saved only in your browser's local IndexedDB.
Explore & similarity search
Browse vector buckets and run similarity search. Requests sign headers with AWS SigV4 just-in-time and credentials are never persisted.
Your credentials never live on our servers
Vector Studio is built browser-first. The server is a stateless proxy that has no database and stores nothing.
Encrypted at rest
AWS secrets are encrypted with AES-256-GCM using WebCrypto PBKDF2 (210,000 iterations). Only ciphertext is stored.
Sandboxed storage
Connections live in IndexedDB and strict session cookies on your device. Zero remote database or telemetry.
Shoulder-surfing safe
Sensitive details like Account IDs, ARNs, and bucket names are automatically masked with dots for safe screen sharing.
Universal total wipe
Reset the vault in one click to irreversibly drop IndexedDB, wipe localStorage, and clear all cookies.
Encrypted, private, and easy to use
Forget the passphrase or want a clean slate? Reset the vault in one click to instantly wipe all client storage, keys, and cookies. You're always in total control of your own keys.