Factual package intelligence from PyPI

RAGents 0.1.3 package intelligence

Production-ready agentic RAG framework featuring intelligent decision trees, Logic-LLM integration, multimodal processing, and enterprise observability

pip install ragents

Current version
0.1.3
Python requirement
>=3.10
License
Not declared
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
812.5 KiB
Release history
3 releases with files
Median release cadence
0 days

RAGents dependencies

PyPI declares 72 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. aiofiles >=23.0.0
  2. anthropic >=0.7.0
  3. beautifulsoup4 >=4.12.0
  4. chromadb >=0.4.0
  5. click >=8.0.0
  6. fastapi >=0.100.0
  7. httpx >=0.24.0
  8. instructor >=1.6.0
  9. jinja2 >=3.0.0
  10. langchain-core >=0.1.0
  11. langchain-text-splitters >=0.0.1
  12. langgraph >=0.2.0
  13. litserve >=0.2.0
  14. markdownify >=0.11.0
  15. mkdocs >=1.6.1
  16. numpy >=1.24.0
  17. openai >=1.0.0
  18. openpyxl >=3.1.0

The compact report shows 18 of 72 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

RAGents publishes 1 wheel and 1 source archive for version 0.1.3. 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 3 releases with files. The first dated release is ; 3 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.