Factual package intelligence from PyPI

vector-graph-rag 0.2.1 package intelligence

A Graph RAG implementation using pure vector search with Milvus

pip install vector-graph-rag

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
30.0 MiB
Release history
8 releases with files
Median release cadence
13 days

vector-graph-rag dependencies

PyPI declares 54 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. langchain-core >=0.3.0
  2. milvus-lite >=2.4.0
  3. numpy >=1.24.0
  4. openai >=1.0.0
  5. pydantic-settings >=2.0.0
  6. pydantic >=2.0.0
  7. pymilvus <2.6.10,>=2.4.0
  8. python-multipart >=0.0.22
  9. scipy >=1.10.0
  10. setuptools <71
  11. tenacity >=8.2.0
  12. tiktoken >=0.5.0

The compact report shows 12 of 54 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

vector-graph-rag publishes 1 wheel and 1 source archive for version 0.2.1. Wheel platform tags: any.

Declared Python classifiers: 3.10, 3.11, 3.12.

Security snapshot for vector-graph-rag 0.2.1

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 8 releases with files. The first dated release is ; 8 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .