Factual package intelligence from PyPI

flexrag 0.3.0 package intelligence

Flexible RAG (Retrieval-Augmented Generation) framework for building AI applications.

pip install flexrag

Current version
0.3.0
Python requirement
>=3.11
License
MIT License
Distribution type
Includes compiled wheel
Release files
21 (21 wheels, 0 source)
Download size
23.1 MiB
Release history
13 releases with files
Median release cadence
6 days

flexrag dependencies

PyPI declares 57 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. numpy
  2. tenacity
  3. hydra-core >=1.3
  4. omegaconf >=2.3.0
  5. pillow
  6. colorama
  7. torch ==2.7.0
  8. pandas
  9. sentencepiece
  10. rouge
  11. sacrebleu >=2.4.2
  12. pytrec_eval >=0.5
  13. datasets >=3.2.0
  14. openai >=1.58.1
  15. anthropic
  16. cohere
  17. ollama
  18. sentence_transformers
  19. transformers >=4.52.3
  20. accelerate
  21. mixedbread
  22. voyageai
  23. lmdb
  24. msgpack
  25. unidecode

The compact report shows 25 of 57 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

flexrag publishes 21 wheels and 0 source archives for version 0.3.0. Wheel platform tags: manylinux_2_17_i686.manylinux2014_i686, manylinux_2_17_x86_64.manylinux2014_x86_64, musllinux_1_2_i686, musllinux_1_2_x86_64, win32, win_amd64.

Declared Python classifiers: 3.11, 3.12, 3.13.

Release activity and sources

PyPI lists 13 releases with files. The first dated release is ; 13 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .