Factual package intelligence from PyPI

consistent-rag 0.1.7 package intelligence

ConsistentRAG: Improving factual consistency in RAG through knowledge graph grounding and multi-agent refinement

pip install consistent-rag

Current version
0.1.7
Python requirement
>=3.10
License
MIT License
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
836.2 KiB
Release history
5 releases with files
Median release cadence
0 days

consistent-rag dependencies

PyPI declares 41 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. loguru
  2. numpy
  3. pydantic >=2.0.0
  4. pydantic-ai >=0.2.0
  5. pydantic-graph >=0.1.0
  6. pyyaml >=6.0
  7. openai >=2.33.0
  8. httpx >=0.25.0
  9. tenacity >=8.2.0
  10. nest-asyncio >=1.5.0
  11. inflect >=7.0.0
  12. networkx >=3.0
  13. faiss-cpu >=1.7.0
  14. gliner >=0.2.0
  15. qdrant-client >=1.7.0
  16. sentence-transformers >=2.2.0
  17. pre-commit >=4.5.1
  18. pytest-cov >=7.1.0

The compact report shows 25 of 41 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

consistent-rag publishes 1 wheel and 1 source archive for version 0.1.7. Wheel platform tags: any.

Declared Python classifiers: 3.10, 3.11, 3.12.

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 .