Factual package intelligence from PyPI

knowledge-rag 4.5.0 package intelligence

Local RAG System for Claude Code — Hybrid search + Cross-encoder Reranking + 13 MCP Tools + 20 Format Parsers. Zero external servers.

pip install knowledge-rag

Current version
4.5.0
Python requirement
>=3.11
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
210.4 KiB
Release history
35 releases with files
Median release cadence
0 days

knowledge-rag dependencies

PyPI declares 22 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. beautifulsoup4 >=4.12.0
  2. chromadb >=1.4.0
  3. fastembed >=0.4.0
  4. mcp >=1.6.0
  5. numpy >=1.24.0
  6. openpyxl >=3.1.0
  7. pymupdf >=1.23.0
  8. python-docx >=1.0.0
  9. python-pptx >=1.0.0
  10. pyyaml >=6.0
  11. requests >=2.33.0
  12. watchdog >=4.0.0

The compact report shows 12 of 22 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

knowledge-rag publishes 1 wheel and 1 source archive for version 4.5.0. Wheel platform tags: any.

Declared Python classifiers: 3.11, 3.12.

Security snapshot for knowledge-rag 4.5.0

An OSV query completed on and found 0 known vulnerabilities affecting this version. 0 advisories are classified as critical. 0 advisories appear in the CISA Known Exploited Vulnerabilities catalog.

Release activity and sources

PyPI lists 35 releases with files. The first dated release is ; 35 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .