Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
80
Popularity
51
Adoption
90
Community
30
How the maintenance status was determined
Last commit
22 days ago
Monthly downloads
3,182,167
•
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
3,182,167
Stars
280
Stars per 1k downloads
0.09
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
119,925
Month daily avg
106,072
Momentum
+13.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
Not specified
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
Package does not declare a minimum Python version.
License categories
License
MIT, BSD
•
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
0 days ago
Total releases
11
Releases/year
0.7
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
14
Monthly downloads
3,182,167
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
37
Issue Burden
3.6
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
29.2%
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
Linux
86.1K
macOS
132
Windows
114
Python Versions
3.12
88.9%
76.3K
3.11
9.4%
8.0K
3.13
0.7%
610
3.10
0.6%
479
3.14
0.4%
373
Top Countries
1.
US
84.8K
US
2.
FI
374
FI
3.
FR
313
FR
4.
IN
283
IN
5.
IE
164
IE
6.
CA
124
CA
7.
DE
119
DE
8.
SG
109
SG
9.
GB
99
GB
10.
NL
77
NL
Dependencies
0
No dependencies
Used By
39
- llama-index-retrievers-bm25
- totalreclaw
- alfanous3
- ovos-padatious
- nauro-core
- agentor
- flexrag
- kodit
- vrraj-bm25s-retriever
- docs2vecs
- voyager-index
- vibe-llama
- sourced-ml
- aigroup-rag-mcp
- pyarabicnlp
- gnosys-strata
- tinysearch
- lucytok
- lazyllm-beta
- isage-neuromem
- kssrag
- iflow-mcp-celestoai-agentor
- baguetter
- colsearch
- strata-mcp
- robby
- usdm-bc-mapper
- pneuma
- sourced-ml-core
- assembl
- xretrieval
- ragent-core
- search-x-likes
- zas-rep-tools
- vidmanager
- mseep-kodit
- idealoom
- shieldpy
- intsage-middleware
Package Information
License
MIT, BSD
First Release
November 6, 2009
Last Release
20 hr ago
Last Commit
3 weeks ago
Latest Version
3.1.0
Total Releases
11
Contributors
14
Open PRs
0
Archived
No
Author
Richard Boulton
Python Versions
2
2.6
2.7
3
3.3
3.4
3.5
3.6
3.7
3.8
3.9
3.10
3.11
3.12
3.13
Wheels
cp310
cp311
cp312
cp313
cp314
cp36
cp37
cp38
cp39
pp310
pp37
pp38
pp39
Keywords
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh