Factual package intelligence from PyPI

verbatim-rag 0.2.8 package intelligence

A minimalistic RAG system that prevents hallucination by ensuring all generated content is explicitly derived from source documents

pip install verbatim-rag

Current version
0.2.8
Python requirement
>=3.10
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
127.7 KiB
Release history
19 releases with files
Median release cadence
16 days

verbatim-rag dependencies

PyPI declares 31 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. chonkie
  2. datasets ==3.4.1
  3. docling
  4. fastapi >=0.100.0
  5. huggingface-hub >=0.16.0
  6. numpy >=1.24.3
  7. openai >=1.3.0
  8. pandas >=2.0.3
  9. pydantic-settings >=2.0.0
  10. pydantic >=2.0.0
  11. pymilvus >=2.6.3
  12. pymilvus
  13. pyyaml >=6.0
  14. scikit-learn ==1.6.1
  15. sentence-transformers >=5.0.0
  16. tiktoken >=0.5.1
  17. torch >=2.6.0
  18. tqdm >=4.65.0

The compact report shows 18 of 31 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

verbatim-rag publishes 1 wheel and 1 source archive for version 0.2.8. Wheel platform tags: any.

No version-specific Python classifiers are declared.

Release activity and sources

PyPI lists 19 releases with files. The first dated release is ; 19 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .