| Name | voyager JSON |
| Version |
2.1.0
JSON |
| download |
| home_page | https://github.com/spotify/voyager |
| Summary | Easy-to-use, fast, simple multi-platform approximate nearest-neighbor search library. |
| upload_time | 2024-12-13 19:50:31 |
| maintainer | None |
| docs_url | None |
| author | Peter Sobot |
| requires_python | None |
| license | None |
| keywords |
|
| VCS |
 |
| bugtrack_url |
|
| requirements |
No requirements were recorded.
|
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No Travis.
|
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No coveralls.
|
[](https://github.com/spotify/voyager/blob/master/LICENSE)
[](https://spotify.github.io/voyager)
[](https://pypi.org/project/voyager)
[](https://pypi.org/project/voyager)
[](https://github.com/spotify/voyager/actions/workflows/all.yml)
<!-- [](https://pypi.org/project/voyager) -->
<!-- [](https://pypi.org/project/voyager) -->
<!-- [](https://pypistats.org/packages/voyager) -->
<!-- [](https://github.com/spotify/voyager/stargazers) -->
**_Voyager_** is a library for performing fast approximate nearest-neighbor searches on an in-memory collection of vectors.
Voyager features bindings to both Python and Java, with feature parity and index compatibility between both languages. It uses the HNSW algorithm, based on [the open-source `hnswlib` package](https://github.com/nmslib/hnswlib), with numerous features added for convenience and speed. Voyager is used extensively in production at Spotify, and is queried hundreds of millions of times per day to power numerous user-facing features.
Think of Voyager like [Sparkey](https://github.com/spotify/sparkey), but for vector/embedding data; or like [Annoy](https://github.com/spotify/annoy), but with [much higher recall](http://ann-benchmarks.com/). It got its name because it searches through (embedding) space(s), much like [the Voyager interstellar probes](https://en.wikipedia.org/wiki/Voyager_program) launched by NASA in 1977.
[](https://spotify.github.io/voyager/python)
[](https://spotify.github.io/voyager/java)
### Installation
#### Python
```shell
pip install voyager
```
#### Java
Add the following artifact to your `pom.xml`:
```xml
<dependency>
<groupId>com.spotify</groupId>
<artifactId>voyager</artifactId>
<version>2.0.4</version>
</dependency>
```
You can find the latest version on [Voyager's Releases page](https://github.com/spotify/voyager/releases).
#### Scala
Add the following artifact to your `build.sbt`:
```sbt
"com.spotify" % "voyager" % "2.0.4"
```
You can find the latest version on [Voyager's Releases page](https://github.com/spotify/voyager/releases).
### Compatibility
| OS | Language | Version | x86_64 (Intel) | arm64 (ARM) |
|-----------|----------|---------|---------| --------|
| Linux | Python | 3.7 | ✅ | ✅ |
| Linux | Python | 3.8 | ✅ | ✅ |
| Linux | Python | 3.9 | ✅ | ✅ |
| Linux | Python | 3.10 | ✅ | ✅ |
| Linux | Python | 3.11 | ✅ | ✅ |
| Linux | Python | 3.12 | ✅ | ✅ |
| Linux | Java | 8-16+ | ✅ | ✅ |
| macOS | Python | 3.7 | ✅ | ✅ |
| macOS | Python | 3.8 | ✅ | ✅ |
| macOS | Python | 3.9 | ✅ | ✅ |
| macOS | Python | 3.10 | ✅ | ✅ |
| macOS | Python | 3.11 | ✅ | ✅ |
| macOS | Python | 3.12 | ✅ | ✅ |
| macOS | Java | 8-16+ | ✅ | ✅ |
| Windows | Python | 3.7 | ✅ | ❌ |
| Windows | Python | 3.8 | ✅ | ❌ |
| Windows | Python | 3.9 | ✅ | ❌ |
| Windows | Python | 3.10 | ✅ | ❌ |
| Windows | Python | 3.11 | ✅ | ❌ |
| Windows | Python | 3.12 | ✅ | ❌ |
| Windows | Java | 8-16+ | ✅ | ❌ |
## Contributing
Contributions to `voyager` are welcomed!
See [CONTRIBUTING.md](https://github.com/spotify/voyager/blob/master/CONTRIBUTING.md) for details.
### License
Voyager is copyright 2022-2024 Spotify AB.
Voyager is licensed under the [Apache 2 License]([https://www.gnu.org/licenses/gpl-3.0.en.html](https://www.apache.org/licenses/LICENSE-2.0)).
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"description": "\n\n[](https://github.com/spotify/voyager/blob/master/LICENSE)\n[](https://spotify.github.io/voyager)\n[](https://pypi.org/project/voyager)\n[](https://pypi.org/project/voyager)\n[](https://github.com/spotify/voyager/actions/workflows/all.yml)\n<!-- [](https://pypi.org/project/voyager) -->\n<!-- [](https://pypi.org/project/voyager) -->\n<!-- [](https://pypistats.org/packages/voyager) -->\n<!-- [](https://github.com/spotify/voyager/stargazers) -->\n\n**_Voyager_** is a library for performing fast approximate nearest-neighbor searches on an in-memory collection of vectors.\n\nVoyager features bindings to both Python and Java, with feature parity and index compatibility between both languages. It uses the HNSW algorithm, based on [the open-source `hnswlib` package](https://github.com/nmslib/hnswlib), with numerous features added for convenience and speed. Voyager is used extensively in production at Spotify, and is queried hundreds of millions of times per day to power numerous user-facing features.\n\nThink of Voyager like [Sparkey](https://github.com/spotify/sparkey), but for vector/embedding data; or like [Annoy](https://github.com/spotify/annoy), but with [much higher recall](http://ann-benchmarks.com/). It got its name because it searches through (embedding) space(s), much like [the Voyager interstellar probes](https://en.wikipedia.org/wiki/Voyager_program) launched by NASA in 1977.\n\n[](https://spotify.github.io/voyager/python)\n[](https://spotify.github.io/voyager/java)\n\n### Installation\n\n#### Python\n\n```shell\npip install voyager\n```\n\n#### Java\n\nAdd the following artifact to your `pom.xml`:\n```xml\n<dependency>\n <groupId>com.spotify</groupId>\n <artifactId>voyager</artifactId>\n <version>2.0.4</version>\n</dependency>\n```\nYou can find the latest version on [Voyager's Releases page](https://github.com/spotify/voyager/releases).\n\n#### Scala\n\nAdd the following artifact to your `build.sbt`:\n```sbt\n\"com.spotify\" % \"voyager\" % \"2.0.4\"\n```\nYou can find the latest version on [Voyager's Releases page](https://github.com/spotify/voyager/releases).\n\n\n### Compatibility\n\n| OS | Language | Version | x86_64 (Intel) | arm64 (ARM) |\n|-----------|----------|---------|---------| --------|\n| Linux | Python | 3.7 | \u2705 | \u2705 |\n| Linux | Python | 3.8 | \u2705 | \u2705 |\n| Linux | Python | 3.9 | \u2705 | \u2705 |\n| Linux | Python | 3.10 | \u2705 | \u2705 |\n| Linux | Python | 3.11 | \u2705 | \u2705 |\n| Linux | Python | 3.12 | \u2705 | \u2705 |\n| Linux | Java | 8-16+ | \u2705 | \u2705 |\n| macOS | Python | 3.7 | \u2705 | \u2705 |\n| macOS | Python | 3.8 | \u2705 | \u2705 |\n| macOS | Python | 3.9 | \u2705 | \u2705 |\n| macOS | Python | 3.10 | \u2705 | \u2705 |\n| macOS | Python | 3.11 | \u2705 | \u2705 |\n| macOS | Python | 3.12 | \u2705 | \u2705 |\n| macOS | Java | 8-16+ | \u2705 | \u2705 |\n| Windows | Python | 3.7 | \u2705 | \u274c |\n| Windows | Python | 3.8 | \u2705 | \u274c |\n| Windows | Python | 3.9 | \u2705 | \u274c |\n| Windows | Python | 3.10 | \u2705 | \u274c |\n| Windows | Python | 3.11 | \u2705 | \u274c |\n| Windows | Python | 3.12 | \u2705 | \u274c |\n| Windows | Java | 8-16+ | \u2705 | \u274c |\n\n\n## Contributing\n\nContributions to `voyager` are welcomed!\nSee [CONTRIBUTING.md](https://github.com/spotify/voyager/blob/master/CONTRIBUTING.md) for details.\n\n\n### License\nVoyager is copyright 2022-2024 Spotify AB.\n\nVoyager is licensed under the [Apache 2 License]([https://www.gnu.org/licenses/gpl-3.0.en.html](https://www.apache.org/licenses/LICENSE-2.0)).\n",
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