Factual package intelligence from PyPI

groundrails 1.0.35 package intelligence

Grounding guardrails for agentic RAG - deterministic claim verification

pip install groundrails

Current version
1.0.35
Python requirement
~=3.12.0
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
248.3 KiB
Release history
7 releases with files
Median release cadence
0 days

groundrails dependencies

PyPI declares 50 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. loguru
  2. tqdm
  3. typer
  4. python-dotenv
  5. botocore
  6. numpy
  7. pandas >=2.0
  8. scipy
  9. scikit-learn >=1.3
  10. pyarrow >=14.0
  11. pyyaml
  12. pydantic >=2
  13. rank-bm25 >=0.2.2
  14. rapidfuzz >=3.14.5
  15. wordfreq >=3.0
  16. nltk >=3.8
  17. lingua-language-detector >=2.0
  18. huggingface_hub >=0.23
  19. openvino >=2025.0
  20. tokenizers >=0.20
  21. argostranslate >=1.9
  22. ctranslate2 >=4.0
  23. sacremoses >=0.1
  24. sentencepiece >=0.2
  25. subword-nmt >=0.3

The compact report shows 25 of 50 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

groundrails publishes 1 wheel and 1 source archive for version 1.0.35. Wheel platform tags: any.

No version-specific Python classifiers are declared.

Metadata completeness

PyPI does not currently declare: 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 .

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