PyPI Stats
dariero

ragaliq

LLM & RAG evaluation testing framework — hallucination detection, faithfulness metrics, answer relevance scoring, and retrieval pipeline testing with pytest integration
PyPI GitHub
Downloads
Day
5
Week
7
Month
86
Stars
1
Forks
0
Issues
0
Version
0.1.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
40
Popularity
4
Adoption
19
Community
0
How the maintenance status was determined
Last commit
68 days ago
Monthly downloads
86
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
86
Stars
1
Stars per 1k downloads
11.63
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
Needs at least 1,000 monthly downloads to classify popularity.
How download momentum is calculated
Week daily avg
1
Month daily avg
3
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
>=3.14
• Cutting Edge
Minimum supported version is 3.12 or newer
Modern
Minimum supported version is 3.9, 3.10, or 3.11
Legacy
Supports 3.8 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
MIT
• 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
68 days ago
Total releases
1
Releases/year
5.4
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
2
Monthly downloads
86
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
8
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
-
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

No OS data available

Python Versions

No Python version data available

Top Countries

1. CA CA
1

Dependencies

7
9 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
MIT
First Release
February 27, 2026
Last Release
2 months ago
Last Commit
2 months ago
Latest Version
0.1.0
Total Releases
1
Contributors
2
Open PRs
0
Archived
No
Author
Darie Ro
Python Versions
3 3.14
Wheels
py3
Keywords
ai-quality-assurance answer-relevance context-precision embedding-similarity faithfulness-metrics generative-ai-testing hallucination-detection llm-as-judge llm-evaluation llm-testing-framework pytest-plugin rag-evaluation rag-testing retrieval-augmented-generation vector-search-audit
Topics
llm llm-evaluation pytest-plugin quality-assurance rag hallucination-detection llm-as-judge llm-testing python-testing rag-evaluation rag-metrics retrieval-augmented-generation ai-quality-assurance answer-relevance context-precision faithfulness-metrics generative-ai-qa rag-testing-framework vector-search-audit
Tracking Since
March 8, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links