PyPI Stats
JetBrains

databao-context-engine

Databao Context Engine is an open-source engine that automatically generates a governed semantic context from your databases, BI tools, documents, and spreadsheets. It runs locally in your environment and integrates with any LLM to deliver accurate, context-aware answers
PyPI GitHub
Downloads
Day
81
Week
1.0K
Month
3.6K
Stars
90
Forks
11
Issues
4
Version
0.7.2

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
38
Adoption
35
Community
65
How the maintenance status was determined
Last commit
28 days ago
Monthly downloads
3,601
• 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
3,601
Stars
90
Stars per 1k downloads
24.99
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
150
Month daily avg
120
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
>=3.11
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 AND LicenseRef-Additional-Terms
• 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
28 days ago
Total releases
24
Releases/year
83.4
• 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
53
Monthly downloads
3,601
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
58
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
481.8%
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 105
macOS 7
Windows 1

Python Versions

3.12
64.6% 73
3.11
33.6% 38
3.13
1.8% 2

Top Countries

1. US US
69
2. DE DE
30
3. CY CY
4
4. SG SG
4
5. BR BR
3
6. KR KR
3
7. CA CA
2
8. HU HU
2

Dependencies

9
8 optional dependencies

Used By

2

Package Information

License
Apache-2.0 AND LicenseRef-Additional-Terms
First Release
January 21, 2026
Last Release
4 weeks ago
Last Commit
4 weeks ago
Latest Version
0.7.2
Total Releases
24
Contributors
53
Open PRs
5
Archived
No
Wheels
py3
Topics
agentic-analytics analytics business-intelligence businessintelligence context data-content databao embedded-analytics headless-bi mysql postgresql semantic-layer snowflake sql text-2-sql
Tracking Since
January 21, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links