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ragas

Evaluation framework for RAG and LLM applications
Licenses: Apache-2.0
Published: 2 years ago Last updated: 2 months ago Latest version: 0.4.3 Latest non-vulnerable version: 0.4.3
pip
GitHub

Package Health Score

88/100
  • securityNo known security issues
  • popularityPopular
  • maintenanceHealthy
  • communityActive

Maintenance

HEALTHY

Commit Frequency

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Open Issues
285
Open PR
51
New PRS
1
Last Release
2 months ago
Last Commit
1 months ago
Maintainers
2

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

We found that ragas 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.

Popularity

POPULAR
GitHub Stars
13.2k
Forks
1.3k
Contributors
0

Based on project statistics from the GitHub repository for the PyPI package ragas, we found that it has been starred 13,199 times.

Community

ACTIVE
Readme
Yes
Contributing.md
Yes
Code of Conduct
Yes
Contributors
0
Funding
No
LICENSE
Apache-2.0

This project has seen only 10 or less contributors.

License

Apache-2.0[0,);
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Direct Vulnerabilities

Known vulnerabilities in the ragas package. This does not include vulnerabilities belonging to this package’s dependencies.

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Security

NO KNOWN SECURITY ISSUES
Show only direct vulnerabilities in latest version
No vulnerabilities found

No vulnerabilities found in the latest version

There are 1 total vulnerabilities, but none affect the latest version (0.4.3)

Package versions

88 VERSIONS IN TOTAL See all versions
versionpublisheddirect vulnerabilities
0.4.313 Jan, 2026
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0.4.223 Dec, 2025
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0.4.110 Dec, 2025
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0.4.03 Dec, 2025
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0.3.911 Nov, 2025
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0.3.828 Oct, 2025
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0.3.714 Oct, 2025
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0.3.63 Oct, 2025
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0.3.517 Sep, 2025
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0.3.5rc217 Sep, 2025
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ragas dependencies

13 IN TOTAL
appdirsinstructorlangchainlangchain-communitylangchain-corelangchain-openainest-asyncionetworkxrichscikit-networktiktokentqdmtyper