PyPI Stats
superlinear-ai

raglite

🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with DuckDB or PostgreSQL
PyPI GitHub
Downloads
Day
59
Week
303
Month
1.6K
Stars
1.2K
Forks
102
Issues
12
Version
1.0.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
70
Popularity
63
Adoption
32
Community
30
How the maintenance status was determined
Last commit
56 days ago
Monthly downloads
1,589
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
1,589
Stars
1,155
Stars per 1k downloads
726.87
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
43
Month daily avg
53
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
<4.0,>=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
Not specified
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
Package does not declare a license.
How the release cadence was determined
Last release
329 days ago
Total releases
16
Releases/year
10.1
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
12
Monthly downloads
1,589
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
40
 
Issue Burden
10.4
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
11.8%
contrib / forks
Stale Release
272d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 15
Windows 2

Python Versions

3.12
76.5% 13
3.10
11.8% 2
3.11
11.8% 2

Top Countries

1. US US
18
2. BE BE
9
3. CN CN
2
4. CA CA
1
5. HK HK
1

Dependencies

20
13 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Unknown
First Release
October 7, 2024
Last Release
11 months ago
Last Commit
1 month ago
Latest Version
1.0.0
Total Releases
16
Contributors
12
Open PRs
3
Archived
No
Wheels
py3
Topics
llm markdown pdf rag retrieval-augmented-generation sqlite vector-search pgvector postgres postgresql reranking late-chunking late-interaction colbert evals query-adapter chainlit duckdb
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links