Factual package intelligence from PyPI

ragbio 2.0.3 package intelligence

A study-aware biomedical RAG framework for PubMed retrieval, citation-grounded summaries, and downstream omics integration

pip install ragbio

Current version
2.0.3
Python requirement
>=3.11
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
350.4 KiB
Release history
11 releases with files
Median release cadence
3 days

ragbio dependencies

PyPI declares 11 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. faiss-cpu <2.0,>=1.7.4
  2. ollama <1.0,>=0.1.0
  3. langchain <0.3,>=0.1.20
  4. langchain-community <0.3,>=0.0.30
  5. biopython <2.0,>=1.82
  6. requests <3.0,>=2.31
  7. beautifulsoup4 <5.0,>=4.12
  8. pandas <3.0,>=2.0
  9. python-dotenv <2.0,>=1.0.0
  10. neo4j <6.0,>=5.18
  11. tqdm <5.0,>=4.66

Compatibility and release files

ragbio publishes 1 wheel and 1 source archive for version 2.0.3. Wheel platform tags: any.

No version-specific Python classifiers are declared.

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 11 releases with files. The first dated release is ; 11 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.