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ragas

Evaluation framework for RAG and LLM applications
Licenses: Apache-2.0
Published: 3 years ago Last updated: 6 months ago Latest version: 0.4.3 Latest non-vulnerable version: 0.2.2
pip
GitHub

Package Health Score

66/100
  • securitySecurity issues found
  • popularityPopular
  • maintenanceSustainable
  • communityActive

Maintenance

SUSTAINABLE

Commit Frequency

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Open Issues
331
Open PR
170
New PRS
1
Last Release
6 months ago
Last Commit
4 months ago
Maintainers
240

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 Sustainable.

We found that ragas demonstrates a positive version release cadence with at least one new version released in the past 12 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
14.8k
Forks
1.6k
Contributors
240

Based on project statistics from the GitHub repository for the PyPI package ragas, we found that it has been starred 14,847 times.

Community

ACTIVE
Readme
Yes
Contributing.md
Yes
Code of Conduct
Yes
Contributors
240
Funding
No
LICENSE
Apache-2.0

A good and healthy external contribution signal for ragas project, which invites more than one hundred open source maintainers to collaborate on the repository.

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

SECURITY ISSUES FOUND
Show only direct vulnerabilities in latest version
VulnerabilityVulnerable Version
  • M
Server-side Request Forgery (SSRF)

[0.2.3,)

Package versions

88 VERSIONS IN TOTAL See all versions
versionpublisheddirect vulnerabilities
0.4.313 Jan, 2026
  • 0
    C
  • 0
    H
  • 1
    M
  • 0
    L
0.4.223 Dec, 2025
  • 0
    C
  • 0
    H
  • 1
    M
  • 0
    L
0.4.110 Dec, 2025
  • 0
    C
  • 0
    H
  • 1
    M
  • 0
    L
0.4.03 Dec, 2025
  • 0
    C
  • 0
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  • 1
    M
  • 0
    L
0.3.911 Nov, 2025
  • 0
    C
  • 0
    H
  • 1
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  • 0
    L
0.3.828 Oct, 2025
  • 0
    C
  • 0
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  • 1
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0.3.714 Oct, 2025
  • 0
    C
  • 0
    H
  • 1
    M
  • 0
    L
0.3.63 Oct, 2025
  • 0
    C
  • 0
    H
  • 1
    M
  • 0
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0.3.517 Sep, 2025
  • 0
    C
  • 0
    H
  • 1
    M
  • 0
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0.3.5rc217 Sep, 2025
  • 0
    C
  • 0
    H
  • 1
    M
  • 0
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ragas dependencies

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