Factual package intelligence from PyPI

kssrag 0.2.5 package intelligence

A flexible Retrieval-Augmented Generation framework by Ksschkw

pip install kssrag

Current version
0.2.5
Python requirement
<4,>=3.8
License
MIT License
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
86.6 KiB
Release history
9 releases with files
Median release cadence
7 days

kssrag dependencies

PyPI declares 38 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. fastapi >=0.104.0
  2. uvicorn >=0.24.0
  3. python-dotenv >=1.0.0
  4. requests >=2.31.0
  5. rank-bm25 >=0.2.2
  6. numpy >=1.26.0
  7. faiss-cpu >=1.7.0
  8. sentence-transformers >=3.0.0
  9. pydantic >=2.0.0
  10. pydantic-settings >=2.0.0
  11. rapidfuzz >=3.0.0
  12. python-multipart >=0.0.6
  13. pypdf >=3.0.0
  14. scikit-learn >=1.0.0
  15. scipy >=1.7.0
  16. bm25s >=0.2.14
  17. stemmer >=0.0.4
  18. pystemmer >=3.0.0
  19. python-docx >=1.1.0
  20. openpyxl >=3.1.5
  21. python-pptx >=1.0.2

The compact report shows 25 of 38 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

kssrag publishes 1 wheel and 1 source archive for version 0.2.5. Wheel platform tags: any.

Declared Python classifiers: 3.10, 3.11, 3.12, 3.13, 3.8, 3.9.

Release activity and sources

PyPI lists 9 releases with files. The first dated release is ; 9 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .