Factual package intelligence from PyPI

ragbox-core 2.1.1 package intelligence

RAG in 3 lines. Auto-GraphRAG, auto-reranking, auto-streaming. No LangChain required.

pip install ragbox-core

Current version
2.1.1
Python requirement
<4.0,>=3.11
License
Not declared
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
87.5 KiB
Release history
8 releases with files
Median release cadence
0 days

ragbox-core dependencies

PyPI declares 35 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. aiofiles <24.0,>=23.0
  2. anthropic
  3. chromadb <0.5,>=0.4
  4. groq
  5. igraph
  6. leidenalg
  7. loguru <0.8,>=0.7
  8. networkx <4.0,>=3.0
  9. numpy <2.0,>=1.24
  10. openai
  11. pdfplumber
  12. pydantic <3.0,>=2.0
  13. pydantic-settings <3.0.0,>=2.13.1
  14. pypdf
  15. python-dotenv
  16. python-louvain
  17. python-pptx
  18. rank-bm25
  19. rich <14.0,>=13.0

The compact report shows 25 of 35 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

ragbox-core publishes 1 wheel and 1 source archive for version 2.1.1. Wheel platform tags: any.

Declared Python classifiers: 3.11, 3.12.

Metadata completeness

PyPI does not currently declare: license. PyDeps marks these fields as unknown instead of guessing values.

Release activity and sources

PyPI lists 8 releases with files. The first dated release is ; 8 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .