Known Vulnerability
The current version has a known security vulnerability. Review the advisory and consider upgrading.
Security Vulnerability
PYSEC-2026-3046
RAGAS has SSRF via Multi-Modal Faithfulness Collections Module
Source: osv.dev · Flagged: 2 weeks ago
Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
>=3.9
Licence
Apache License 2.0
Last Release
9 months ago
First Release
May 14, 2023
Total Releases
88
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
50
Popularity
88
Adoption
100
Community
80
Provenance
0
How the maintenance status was determined
Last commit
234 days ago
Monthly downloads
1,143,127
Active
Activity within 30 days
Stable
Activity within 31-180 days
•
Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
1,143,127
Stars
15,987
Stars per 1k downloads
13.99
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
•
Community Favorite
> 5 stars per 1k downloads
Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
46,278
Month daily avg
38,104
Momentum
+21.4%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Python version support tiers
requires_python
>=3.9
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
•
Legacy
Supports 3.10 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
Apache License 2.0
•
Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
275 days ago
Total releases
88
Releases/year
25.7
•
Rapid
Last release within 365 days and > 12 releases/year
Regular
Last release within 365 days
Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
274
Monthly downloads
1,143,127
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
•
Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
65
Issue Burden
24.0
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
15.6%
contrib / forks
Stale Release
No
PR Velocity
Active
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
24.9K
Windows
467
macOS
215
Python Versions
3.13
42.6%
10.6K
3.12
32.0%
8.0K
3.14
12.2%
3.0K
3.11
11.4%
2.9K
3.10
1.9%
476
Top Countries
1.
US
20.6K
US
2.
JP
1.6K
JP
3.
DE
774
DE
4.
NL
659
NL
5.
SG
413
SG
6.
IN
318
IN
7.
KR
272
KR
8.
CN
113
CN
9.
ES
113
ES
10.
FR
112
FR
Weekly Downloads
GitHub Stars *
Dependencies
19
- appdirs
- datasets >=4.0.0
- diskcache >=5.6.3
- instructor
- langchain
- langchain-community
- langchain-core
- langchain-openai
- nest-asyncio
- networkx
- numpy <3.0.0,>=1.21.0
- openai >=1.0.0
- pillow >=10.4.0
- pydantic >=2.0.0
- rich
- scikit-network
- tiktoken
- tqdm
- typer
31 optional dependencies
-
ag-ui-protocol>=0.1.9[ag-ui]extra == "ag-ui"
-
build>=1.3.0[dev-minimal]extra == "dev-minimal"
-
datacompy[all]extra == "all"
-
dspy-ai>=2.4.0[dspy]extra == "dspy"
-
gitpython[all]extra == "all"
-
gitpython[git]extra == "git"
-
google-api-python-client>=2.178.0[gdrive]extra == "gdrive"
-
google-auth>=2.40.3[gdrive]extra == "gdrive"
-
google-auth-oauthlib>=1.2.2[gdrive]extra == "gdrive"
-
haystack-ai[ai-frameworks]extra == "ai-frameworks"
-
httpx>=0.27.0[ag-ui]extra == "ag-ui"
-
langfuse>=3.2.4[tracing]extra == "tracing"
-
llama-index[all]extra == "all"
-
mlflow>=3.1.4[tracing]extra == "tracing"
-
nbmake[dev-minimal]extra == "dev-minimal"
-
nltk[all]extra == "all"
-
oci>=2.160.1[oci]extra == "oci"
-
pandas[all]extra == "all"
-
pre-commit>=4.3.0[dev-minimal]extra == "dev-minimal"
-
pyright>=1.1.403[dev-minimal]extra == "dev-minimal"
-
pytest[dev-minimal]extra == "dev-minimal"
-
pytest-asyncio[dev-minimal]extra == "dev-minimal"
-
pytest-xdist[dev-minimal]extra == "dev-minimal"
-
r2r[all]extra == "all"
-
rapidfuzz[all]extra == "all"
-
rouge-score[all]extra == "all"
-
ruff[dev-minimal]extra == "dev-minimal"
-
sacrebleu[all]extra == "all"
-
scipy[test]extra == "test"
-
sentence-transformers[all]extra == "all"
-
transformers[all]extra == "all"
Used By
77
- ragas-haystack 11.9K/mo
- ai4rag 6.5K/mo
- athina 4.8K/mo
- instructlab-eval 2.9K/mo
- evalvault 2.8K/mo
- ragsentry 2.1K/mo
- nvidia-nat-ragas 2.0K/mo
- iris-vector-rag 1.9K/mo
- agensight 1.9K/mo
- jaen 1.7K/mo
Repository details
GitHub Topics
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh