PyPI Stats
mitdbg

palimpzest

A System for Optimized Semantic Computation
PyPI GitHub
Downloads
Day
97
Week
548
Month
6.8K
Stars
214
Forks
44
Issues
12
Version
1.5.3

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
49
Adoption
38
Community
60
How the maintenance status was determined
Last commit
22 days ago
Monthly downloads
6,785
• 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
6,785
Stars
214
Stars per 1k downloads
31.54
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
78
Month daily avg
226
Momentum
-65.4%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.12
• 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 License
• 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
22 days ago
Total releases
77
Releases/year
39.8
• 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
37
Monthly downloads
6,785
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
60
 
Issue Burden
56.1
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
84.1%
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 23
Windows 1

Python Versions

3.12
87.5% 21
3.11
8.3% 2
3.10
4.2% 1

Top Countries

1. US US
40
2. SE SE
4
3. CA CA
1
4. DE DE
1

Dependencies

31
1 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
MIT License
First Release
May 28, 2024
Last Release
3 weeks ago
Last Commit
3 weeks ago
Latest Version
1.5.3
Total Releases
77
Contributors
37
Open PRs
3
Archived
No
Python Versions
3 3.8
Wheels
py3
Keywords
relational optimization llm AI programming extraction tools document search integration
Topics
agentic-workflow data-pipelines llm unstructured-data optimization agents semantic-computation semantic-operators
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links