Factual package intelligence from PyPI

genai-toolkit-4-all 0.2.1 package intelligence

Production-grade GenAI pipeline + SLM support (TinyLlama & Qwen) + observability/governance. 8 lines of user code.

pip install genai-toolkit-4-all

Current version
0.2.1
Python requirement
>=3.10
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
151.8 KiB
Release history
2 releases with files
Median release cadence
0 days

genai-toolkit-4-all dependencies

PyPI declares 39 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. langchain >=0.2.0
  2. langchain-core >=0.2.0
  3. langchain-community >=0.2.0
  4. langchain-openai >=0.1.0
  5. langchain-anthropic >=0.1.0
  6. langchain-google-genai >=1.0.0
  7. docling >=2.0.0
  8. chromadb >=0.5.0
  9. faiss-cpu >=1.8.0
  10. sentence-transformers >=3.0.0
  11. mistune >=3.0.0
  12. rouge-score >=0.1.2
  13. nltk >=3.8
  14. scikit-learn >=1.4.0
  15. numpy >=1.26.0
  16. pydantic >=2.7.0
  17. python-dotenv >=1.0.0
  18. rich >=13.0.0

The compact report shows 18 of 39 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

genai-toolkit-4-all publishes 1 wheel and 1 source archive for version 0.2.1. Wheel platform tags: any.

Declared Python classifiers: 3.10, 3.11.

Metadata completeness

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

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 .

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