Package Insights
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
13
Popularity
91
Adoption
62
Community
70
How the maintenance status was determined
Last commit
93 days ago
Monthly downloads
192,005
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
Repository is archived on GitHub — no further commits expected.
How the popularity category was determined
Monthly downloads
192,005
Stars
23,381
Stars per 1k downloads
121.77
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
6,335
Month daily avg
6,400
Momentum
-1.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.9
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
93 days ago
Total releases
78
Releases/year
26.2
•
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
70
Monthly downloads
192,005
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
82
Issue Burden
9.7
per 1k stars
Discussions
11.5
per 1k stars
Fork Ratio
3.0%
contrib / forks
Stale Release
No
PR Velocity
Active
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
4.9K
Windows
54
macOS
29
Python Versions
3.12
87.9%
4.3K
3.11
9.9%
482
3.13
1.1%
52
3.10
0.8%
37
3.9
0.4%
20
Top Countries
1.
US
2.7K
US
2.
CN
1.3K
CN
3.
JP
590
JP
4.
AU
84
AU
5.
IE
83
IE
6.
DE
40
DE
7.
IN
40
IN
8.
RU
30
RU
9.
SG
19
SG
10.
CA
15
CA
Dependencies
10
- click >=8.0.0
- httpx >=0.28.0
- pandas
- plotly
- pydantic >=2.0.0
- pyyaml
- requests
- sqlalchemy
- sqlparse
- tabulate
109 optional dependencies
- anthropic[anthropic]
- anthropic[all]
- azure-common[all]
- azure-common[azuresearch]
- azure-identity[azuresearch]
- azure-identity[all]
- azure-identity[azureopenai]
- azure-search-documents[azuresearch]
- azure-search-documents[all]
- boto[all]
- boto3[all]
- boto3[bedrock]
- botocore[bedrock]
- botocore[all]
- chromadb[oracle]
- chromadb[chromadb]
- chromadb[all]
- clickhouse-connect[clickhouse]
- db-dtypes[postgres]
- db-dtypes[all]
- duckdb[all]
- duckdb[duckdb]
- faiss-cpu[all]
- faiss-cpu[faiss-cpu]
- faiss-gpu[faiss-gpu]
- fastapi[fastapi]
- fastembed[all]
- fastembed[azuresearch]
- fastembed[pinecone]
- fastembed[qdrant]
- flask[flask]
- flask-cors[flask]
- google-cloud-aiplatform[all]
- google-cloud-aiplatform[google]
- google-cloud-bigquery[bigquery]
- google-cloud-bigquery[all]
- google-genai[gemini]
- google-generativeai[all]
- google-generativeai[google]
- httpx[all]
- httpx[ollama]
- langchain-community[opensearch]
- langchain-community[all]
- langchain-core[all]
- langchain-huggingface[all]
- langchain-huggingface[opensearch]
- langchain-postgres[pgvector]
- langchain-postgres[all]
- marqo[marqo]
- marqo[all]
- mistralai[mistralai]
- mistralai[all]
- mypy[dev]
- ollama[ollama]
- ollama[all]
- openai[azureopenai]
- openai[openai]
- openai[all]
- opensearch-dsl[all]
- opensearch-dsl[opensearch]
- opensearch-py[opensearch]
- opensearch-py[all]
- oracledb[oracle]
- pandas-stubs[dev]
- pinecone[pinecone]
- pinecone[all]
- plotly-stubs[dev]
- psycopg2-binary[postgres]
- psycopg2-binary[all]
- pyhive[presto]
- pyhive[hive]
- pymilvus[all]
- pymilvus[milvus]
- pymysql[all]
- pymysql[mysql]
- pyodbc[mssql]
- pytest[test]
- pytest[dev]
- pytest-asyncio[dev]
- pytest-asyncio[test]
- pytest-cov[test]
- pytest-cov[dev]
- pytest-mock[test]
- pytest-mock[dev]
- qdrant-client[all]
- qdrant-client[qdrant]
- qianfan[all]
- qianfan[qianfan]
- ruff[dev]
- snowflake-connector-python[snowflake]
- snowflake-connector-python[all]
- thrift[presto]
- thrift[hive]
- tox[dev]
- tox[test]
- transformers[all]
- transformers[hf]
- types-pyyaml[dev]
- types-requests[dev]
- types-tabulate[dev]
- uvicorn[fastapi]
- vanna[servers]
- vllm[vllm]
- weaviate-client[all]
- weaviate-client[weaviate]
- xinference-client[all]
- xinference-client[xinference-client]
- zhipuai[all]
- zhipuai[zhipuai]
Package Information
License
MIT License
First Release
May 13, 2023
Last Release
3 months ago
Last Commit
3 months ago
Latest Version
2.0.2
Total Releases
78
Contributors
70
Open PRs
64
Archived
Yes
Python Versions
3
Wheels
py3
Topics
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh