PyPI Stats
ashutoshrana

enterprise-rag-patterns

Cross-industry compliance patterns for RAG pipelines: FERPA, HIPAA, GDPR, NIST AI RMF, OWASP LLM Top 10, and more. Vector store adapters, framework integrations, and audit logging.
PyPI GitHub
Downloads
Day
145
Week
791
Month
12.9K
Stars
0
Forks
0
Issues
2
Version
0.24.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
0
Adoption
41
Community
0
How the maintenance status was determined
Last commit
11 days ago
Monthly downloads
12,851
• 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
12,851
Stars
0
Stars per 1k downloads
0.00
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
No star data — can't compute stars-to-downloads ratio.
How download momentum is calculated
Week daily avg
113
Month daily avg
428
Momentum
-73.6%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.10
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
23 days ago
Total releases
33
Releases/year
501.9
• 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
12,851
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. KR KR
99
2. CA CA
1

Dependencies

0
14 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
MIT
First Release
April 11, 2026
Last Release
3 weeks ago
Last Commit
1 week ago
Latest Version
0.24.0
Total Releases
33
Contributors
2
Open PRs
0
Archived
No
Author
Ashutosh Rana
Python Versions
3 3.10 3.11 3.12
Wheels
py3
Keywords
rag retrieval-augmented-generation ferpa hipaa gdpr nist-ai-rmf owasp-llm enterprise-ai compliance llm higher-education healthcare-ai regulated-ai agentic-ai enterprise-patterns ai-governance prompt-injection pii-redaction pgvector postgresql eu-ai-act
Topics
agentic-ai compliance enterprise-ai enterprise-patterns ferpa higher-education llm python rag retrieval-augmented-generation ai-safety data-privacy gdpr haystack healthcare-ai hipaa langchain regulated-industries vector-database pre-filtering
Tracking Since
April 12, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links