Factual package intelligence from PyPI

ragplus 0.2.2 package intelligence

Lightweight, production-ready RAG toolkit with 50-70% accuracy improvements. Enhanced BM25, BGE-Base embeddings, and semantic chunking - 100% offline.

pip install ragplus

Current version
0.2.2
Python requirement
>=3.9
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
43.7 KiB
Release history
5 releases with files
Median release cadence
0 days

ragplus dependencies

PyPI declares 10 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. numpy >=1.22.0
  2. sentence-transformers >=2.2.0
  3. torch >=2.0.0
  4. pdfplumber >=0.9.0
  5. python-docx >=0.8.11
  6. rank-bm25 >=0.2.2
  7. nltk >=3.8
  8. chardet >=5.0.0
  9. tiktoken >=0.5.0
  10. pytest >=8.3.4

Compatibility and release files

ragplus publishes 1 wheel and 1 source archive for version 0.2.2. Wheel platform tags: any.

No version-specific Python classifiers are declared.

Release activity and sources

PyPI lists 5 releases with files. The first dated release is ; 5 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .