Factual package intelligence from PyPI

graph_ragu 0.0.3 package intelligence

GraphRAG system

pip install graph-ragu

Current version
0.0.3
Python requirement
>=3.10
License
Not declared
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
1.7 MiB
Release history
7 releases with files
Median release cadence
30 days

graph_ragu dependencies

PyPI declares 29 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. aiolimiter >=1.2.1
  2. lingua-language-detector >=2.1.1
  3. loguru >=0.7.3
  4. nano-vectordb >=0.0.4.3
  5. networkx >=3.4.2
  6. nltk >=3.9.2
  7. openai >=2.32.0
  8. pandas >=2.3.3
  9. pydantic >=2.11.10
  10. pydantic-settings >=2.11.0
  11. razdel >=0.5.0
  12. tenacity >=9.1.2
  13. tiktoken >=0.11.0
  14. tqdm >=4.67.1
  15. diskcache >=5.6.3
  16. jinja2 >=3.1.6
  17. qdrant-client >=1.12.1
  18. fastembed ==0.8.0

The compact report shows 18 of 29 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

graph_ragu publishes 1 wheel and 1 source archive for version 0.0.3. Wheel platform tags: any.

No version-specific Python classifiers are declared.

Security snapshot for graph_ragu 0.0.3

An OSV query completed on and found 0 known vulnerabilities affecting this version. 0 advisories are classified as critical. 0 advisories appear in the CISA Known Exploited Vulnerabilities catalog.

Metadata completeness

PyPI does not currently declare: meaningful summary, license, project URL. PyDeps marks these fields as unknown instead of guessing values.

Release activity and sources

PyPI lists 7 releases with files. The first dated release is ; 7 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .

4 historical releases are fully yanked in PyPI metadata.

The project does not publish external project URLs in its PyPI metadata.