Factual package intelligence from PyPI

nbedr 1.4.1 package intelligence

nBedR - RAG Embedding Toolkit - Tools for creating and managing embedding databases for Retrieval Augmented Generation

pip install nbedr

Current version
1.4.1
Python requirement
>=3.11
License
GPL-3.0-or-later
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
271.0 KiB
Release history
2 releases with files
Median release cadence
12 days

nbedr dependencies

PyPI declares 55 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. openai <2.0.0,>=1.0.0
  2. python-dotenv <2.0.0,>=1.0.0
  3. pydantic <3.0.0,>=2.0.0
  4. tqdm <5.0.0,>=4.65.0
  5. pandas <3.0.0,>=2.0.0
  6. pyarrow <15.0.0,>=14.0.1
  7. tiktoken <1.0.0,>=0.5.1
  8. pdfplumber <1.0.0,>=0.10.0
  9. python-pptx <1.0.0,>=0.6.22
  10. langchain-text-splitters <1.0.0,>=0.0.1
  11. sentence-transformers <4.0.0,>=3.1.0
  12. langchain-openai <1.0.0,>=0.0.2
  13. scikit-learn <2.0.0,>=1.3.0
  14. numpy <2.0.0,>=1.24.0
  15. faiss-cpu <2.0.0,>=1.7.4
  16. chromadb <1.0.0,>=0.4.15
  17. pinecone-client <4.0.0,>=3.0.0

The compact report shows 25 of 55 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

nbedr publishes 1 wheel and 1 source archive for version 1.4.1. Wheel platform tags: any.

Declared Python classifiers: 3.11, 3.12, 3.13.

Release activity and sources

PyPI lists 2 releases with files. The first dated release is ; 2 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .