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- Voyager is an approximate nearest-neighbor search library for Python and Java with a focus on ease of use, simplicity, and deployability. -

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- - Python Logo - Python Documentation - - - Java Logo - Java Documentation - +
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+ Fast, Simple, In-Memory Nearest Neighbor Search +

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+ Voyager provides approximate nearest-neighbor search in Python and Java. + It's up to 10 times faster than Annoy, while using 4 times less memory and providing more features. +

+ + Get Started + +
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Fast

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+ Tuned for lighting-fast production use at Spotify, + Voyager provides near-instantaneous nearest-neighbor + lookups on in-memory collections of embeddings — + without requiring GPUs — so you can power millions + of requests per day at millisecond latencies. +

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Well-Documented

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+ Need an example to get started? Voyager includes documentation for every method, + and a comprehensive guide for common use cases. With a strongly-typed API in both + Python or Java, you can have your IDE guide you with autocomplete every step of + the way — or check out Voyager's documentation. +

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Easy to Integrate

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+ Add Voyager to your existing application with just one line of code. + No dependencies or setup required. Voyager works with all popular Python + and Java versions, on macOS, Linux, and Windows. Just import voyager + in Python or import com.spotify.voyager; in Java and go! +

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Lightweight

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+ Voyager is built to minimize resource usage. There's no server to start, no resources + to keep running in the background, and no operational overhead. + Add Voyager to your application code and you can search through millions of + embeddings while only using gigabytes of memory. +

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