PyPI Stats
varun29ankuS

shodh-memory

Cognitive memory for AI agents — learns from use, forgets what's irrelevant, strengthens what matters. Single binary, fully offline.
PyPI GitHub
Downloads
Day
17
Week
135
Month
2.2K
Stars
207
Forks
28
Issues
10
Version
0.2.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
47
Adoption
33
Community
30
How the maintenance status was determined
Last commit
3 days ago
Monthly downloads
2,228
• 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
2,228
Stars
207
Stars per 1k downloads
92.91
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
19
Month daily avg
74
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
>=3.8
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
Apache-2.0
• 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
27 days ago
Total releases
18
Releases/year
42.7
• 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
7
Monthly downloads
2,228
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
44
 
Issue Burden
48.3
per 1k stars
Discussions
33.8
per 1k stars
Fork Ratio
25.0%
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. DE DE
6
2. FR FR
2
3. US US
2
4. CA CA
1

Dependencies

0
8 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Apache-2.0
First Release
December 3, 2025
Last Release
4 weeks ago
Last Commit
4 days ago
Latest Version
0.2.0
Total Releases
18
Contributors
7
Open PRs
1
Archived
No
Python Versions
3 3.8 3.9 3.10 3.11 3.12 3.13
Wheels
cp311 cp38 py3
Keywords
memory ai edge-computing robotics drones rag vector-database offline ros2 autonomous navigation gps spatial mission-tracking sensor-data
Topics
ai-agents rust claude knowledge-graph mcp local-first model-context-protocol ai-memory cognitive-memory vector-search boston-dynamics-spot robot-memory robotics ros2 zenoh graphrag agentic-ai cognitive-architecture context-engineering vector-database
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links