Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
>=3.10
Licence
Unknown
Last Release
8 months ago
Author
Guidance Maintainers
First Release
November 11, 2022
Total Releases
80
No reported malware or high/critical advisories · Details
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Package Insights
Package Risks
- No releases in 106 days despite active commits
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
65
Popularity
90
Adoption
52
Community
60
Provenance
0
How the maintenance status was determined
Last commit
147 days ago
Monthly downloads
17,668
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
17,668
Stars
21,787
Stars per 1k downloads
1233.13
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
588
Month daily avg
589
Momentum
-0.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Python version support tiers
requires_python
>=3.10
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
•
Legacy
Supports 3.10 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
254 days ago
Total releases
80
Releases/year
20.4
•
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
83
Monthly downloads
17,668
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
79
Issue Burden
12.1
per 1k stars
Discussions
6.8
per 1k stars
Fork Ratio
6.8%
contrib / forks
Stale Release
106d
PR Velocity
Active
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
319
macOS
9
Windows
7
Python Versions
3.12
42.9%
97
3.13
30.5%
69
3.10
11.1%
25
3.14
8.0%
18
3.11
7.5%
17
Top Countries
1.
US
291
US
2.
SG
29
SG
3.
NL
18
NL
4.
CN
4
CN
5.
IN
4
IN
6.
JP
4
JP
7.
DE
3
DE
8.
BE
2
BE
9.
GB
2
GB
10.
CA
1
CA
Weekly Downloads
GitHub Stars *
Dependencies
7
- guidance-stitch ==0.1.5
- jinja2
- llguidance ==1.5.0
- numpy
- psutil
- pydantic
- requests
47 optional dependencies
-
anytree[test]extra == "test"
-
anytree[unittest]extra == "unittest"
-
azure-ai-inference[all]extra == "all"
-
azure-ai-inference[azureai]extra == "azureai"
-
azure-identity[test]extra == "test"
-
bitsandbytes[test]extra == "test"
-
diskcache[test]extra == "test"
-
huggingface-hub[docs]extra == "docs"
-
ipykernel[docs]extra == "docs"
-
ipython[docs]extra == "docs"
-
jsonschema[unittest]extra == "unittest"
-
jsonschema[test]extra == "test"
-
jupyter[test]extra == "test"
-
llama-cpp-python==0.3.16[llamacpp]extra == "llamacpp"
-
llama-cpp-python==0.3.16[docs]extra == "docs"
-
mypy==1.9.0[test]extra == "test"
-
mypy[dev]extra == "dev"
-
nbsphinx[docs]extra == "docs"
-
numpydoc[docs]extra == "docs"
-
onnxruntime-genai-cuda>=0.4.0[onnxruntime-genai]extra == "onnxruntime-genai"
-
onnxruntime-gpu>=1.19.2[onnxruntime-genai]extra == "onnxruntime-genai"
-
openai>=1.0[openai]extra == "openai"
-
openai>=1.0[all]extra == "all"
-
openai>=1.0[azureai]extra == "azureai"
-
papermill[test]extra == "test"
-
pillow[test]extra == "test"
-
protobuf[test]extra == "test"
-
pytest[test]extra == "test"
-
pytest[unittest]extra == "unittest"
-
pytest-asyncio[unittest]extra == "unittest"
-
pytest-asyncio[test]extra == "test"
-
pytest-cov[unittest]extra == "unittest"
-
pytest-cov[test]extra == "test"
-
requests[test]extra == "test"
-
ruff==0.13.0[dev]extra == "dev"
-
sentencepiece[test]extra == "test"
-
sphinx[docs]extra == "docs"
-
sphinx-rtd-theme[docs]extra == "docs"
-
tiktoken>=0.3[test]extra == "test"
-
tokenizers[test]extra == "test"
-
tokenizers[unittest]extra == "unittest"
-
torch[test]extra == "test"
-
transformers==4.53.3[test]extra == "test"
-
transformers==4.53.3[transformers]extra == "transformers"
-
types-jsonschema[test]extra == "test"
-
types-regex[test]extra == "test"
-
types-requests[test]extra == "test"
Used By
26
- freegenius 4.9K/mo
- blendsql 3.2K/mo
- llama-index-program-guidance 761/mo
- noema 630/mo
- llama-index-question-gen-guidance 546/mo
- aify 472/mo
- gpts 417/mo
- greaterprompt 403/mo
- stance-llm 402/mo
- llmflex 334/mo
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh