Factual package intelligence from PyPI

ragnest 0.2.1 package intelligence

Multi-knowledge-base RAG system with MCP integration

pip install ragnest

Current version
0.2.1
Python requirement
>=3.12
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
127.7 KiB
Release history
6 releases with files
Median release cadence
0 days

ragnest dependencies

PyPI declares 23 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. fastmcp >=2.0
  2. langchain-text-splitters >=0.3
  3. ollama >=0.4
  4. pandas >=2.0
  5. pgvector >=0.3
  6. psycopg2-binary >=2.9
  7. pyarrow >=15.0
  8. pydantic-settings >=2.0
  9. pydantic >=2.0
  10. pymupdf >=1.24
  11. pyyaml >=6.0
  12. rich >=13.0

The compact report shows 18 of 23 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

ragnest publishes 1 wheel and 1 source archive for version 0.2.1. Wheel platform tags: any.

Declared Python classifiers: 3.12, 3.13.

Release activity and sources

PyPI lists 6 releases with files. The first dated release is ; 6 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .