Factual package intelligence from PyPI

ragutils 0.1.0 package intelligence

A package that abstracts most of the utilities used in RAG applications

pip install ragutils

Current version
0.1.0
Python requirement
>=3.9
License
Apache Software License
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
35.2 KiB
Release history
1 releases with files
Median release cadence
Not enough dated releases

ragutils dependencies

PyPI declares 29 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. pinecone-client >=3.2.2
  2. pypdf >=4.1.0
  3. unstructured >=0.13.2
  4. langchain-community >=0.0.31
  5. langchain >=0.1.14
  6. langchain-openai >=0.1.1
  7. langchain-google-genai >=1.0.1
  8. langchain-pinecone >=0.1.0
  9. google.generativeai >=0.4.1
  10. python-dotenv >=1.0.1
  11. docx2txt >=0.8
  12. python-docx >=1.1.0
  13. markdown >=3.6
  14. beautifulsoup4 >=4.12.3
  15. langchain-experimental >=0.0.57
  16. nltk >=3.8.1
  17. fastembed >=0.2.6
  18. cohere >=5.1.4
  19. langchain-cohere >=0.1.3
  20. qdrant-client >=1.9.0
  21. pymilvus >=2.4.0
  22. docarray >=0.40.0
  23. chromadb >=0.4.24
  24. faiss-cpu >=1.8.0

The compact report shows 25 of 29 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

ragutils publishes 1 wheel and 1 source archive for version 0.1.0. Wheel platform tags: any.

No version-specific Python classifiers are declared.

Release activity and sources

PyPI lists 1 release with files. The first dated release is ; 1 release falls within the 365 days preceding the latest dated release. The current release files were uploaded on .