View voyager on Snyk Open Source Advisor

Package Health Score

79 / 100

security
Security review needed
popularity
Popular
maintenance
Healthy
community
Active

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Popularity

Popular

GitHub Stars: 1.34K
Forks: 58
Contributors: 7

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package voyager, we found that it has been starred 1,345 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Dec 13, 2024
Direct Vulnerabilities: 0
C
0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 0
H
0
M
0
L

All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

Apache-2.0

Security Policy

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Maintenance

Healthy

Commit Frequency

Open Issues: 9
Open PR: 3
Last Release: 5 days ago
Last Commit: 5 days ago

Further analysis of the maintenance status of voyager based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Healthy.

We found that voyager demonstrates a positive version release cadence with at least one new version released in the past 3 months.

As a healthy sign for on-going project maintenance, we found that the GitHub repository had at least 1 pull request or issue interacted with by the community.

Community

Active

Readme: Yes
Contributing.md: Yes
Code of Conduct: Yes
Contributors: 7
Funding: No

This project has seen only 10 or less contributors.

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Package

Python Versions Compatibility: ==3.10.*, ==3.11.*, ==3.12.*, ==3.7.*, ==3.8.*, ==3.9.*

Age: 1 year
Latest Release: 5 days ago
Dependencies: 1 Direct / 1 Total
Versions: 12
Maintainers: 0
Wheels: Linux, macOS, Windows

Readme

The word Voyager_in blue, with a multicoloured graphic illustrating an orbit to its left.

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, 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, but for vector/embedding data; or like Annoy, but with much higher recall. It got its name because it searches through (embedding) space(s), much like the Voyager interstellar probes launched by NASA in 1977.

Installation

Python

pip install voyager

Java

Add the following artifact to your pom.xml:


  com.spotify
  voyager
  2.0.4

You can find the latest version on Voyager's Releases page.

Scala

Add the following artifact to your build.sbt:

"com.spotify" % "voyager" % "2.0.4"

You can find the latest version on Voyager's Releases page.

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 for details.

License

Voyager is licensed under the Apache 2 License.

voyager dependencies

numpy

FAQs

What is voyager?

Easy-to-use, fast, simple multi-platform approximate nearest-neighbor search library. Visit Snyk Advisor to see a full health score report for voyager, including popularity, security, maintenance & community analysis.

Is voyager popular?

The python package voyager receives a total of 14,131 weekly downloads. As such, voyager popularity was classified as a popular. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is voyager well maintained?

We found that voyager demonstrated a healthy version release cadence and project activity. It has a community of 7 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is voyager safe to use?

While scanning the latest version of voyager, we found that a security review is needed. A total of 0 vulnerabilities or license issues were detected. See the full security scan results.

Last updated on 19 December-2024, at 01:21 (UTC).

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voyager

Easy-to-use, fast, simple multi-platform approximate nearest-neighbor search library. For more information about how to use this package see README

Ensure you're using the healthiest python packages

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Package

Readme

Installation

Python

Java

Scala

Compatibility

Contributing

License

voyager dependencies

FAQs

What is voyager?

Is voyager popular?

Is voyager well maintained?

Is voyager safe to use?

Build a secure application checklist

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Scan your app for vulnerabilities

Fix identified vulnerabilities

Monitor for new issues

Package Health Score

Explore Similar Packages

Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Readme

Installation

Python

Java

Scala

Compatibility

Contributing

License

voyager dependencies

FAQs

What is voyager?

Is voyager popular?

Is voyager well maintained?

Is voyager safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Source Code

Open Source

Container

Config

Fix identified vulnerabilities

Monitor for new issues