Factual package intelligence from PyPI

Muffakir 0.1.6 package intelligence

Arabic Retrieval-Augmented Generation Library

pip install muffakir

Current version
0.1.6
Python requirement
>=3.8
License
Not declared
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
71.4 KiB
Release history
7 releases with files
Median release cadence
0 days

Muffakir dependencies

PyPI declares 18 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. azure-ai-formrecognizer ==3.3.3
  2. chromadb ==0.6.3
  3. fastembed ==0.5.1
  4. langchain ==0.3.17
  5. langchain-chroma ==0.2.1
  6. langchain-community ==0.3.16
  7. langchain-openai ==0.3.3
  8. langchain-groq ==0.2.4
  9. nltk ==3.9.1
  10. rank-bm25 ==0.2.2
  11. sentence-transformers ==3.4.1
  12. tiktoken ==0.8.0
  13. transformers ==4.48.2
  14. unstructured ==0.16.17
  15. pydantic ==2.11.3
  16. python-dotenv ==1.0.1
  17. pydantic-settings ==2.7.1
  18. spacy ==3.8.7

Compatibility and release files

Muffakir publishes 1 wheel and 1 source archive for version 0.1.6. Wheel platform tags: any.

No version-specific Python classifiers are declared.

Metadata completeness

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

Release activity and sources

PyPI lists 7 releases with files. The first dated release is ; 7 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .

The project does not publish external project URLs in its PyPI metadata.