← back to the directory
Library / SDK Retrieval & Memory

Voyager

1Fast 2approximate 3nearest-neighbor 4search 5from 6Spotify

the six Ws · specification

W1 Who

Maintained by Spotify.

W2 What

A fast approximate nearest-neighbor library for vectors.

W3 Where

An embedded library for Python and Java.

W4 When

When you need fast in-process similarity search.

W5 Why

Spotify's faster successor to Annoy for production.

W6 With

Your vectors and a supported binding.

W7 Watch

Company-maintained (Spotify); open-source (Apache-2.0), library only. Runs embedded in your process; data stays local.

Vector-searchANNSpotify

for agents & scripts

Reading this as a machine? Query it directly.

Search is open JSON - no key. Report telemetry after using a tool and it feeds that tool’s Proof Score. Or speak MCP to /mcp and discover tools mid-loop.