Factual package intelligence from PyPI

mini-rag 0.1.3 package intelligence

A lightweight RAG (Retrieval-Augmented Generation) library with document loading, chunking, embedding, vector storage, and re-ranking

pip install mini-rag

Current version
0.1.3
Python requirement
>=3.11
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
441.8 KiB
Release history
3 releases with files
Median release cadence
3 days

mini-rag dependencies

PyPI declares 9 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. chonkie >=1.4.1
  2. cohere >=5.0.0
  3. langfuse >=2.0.0
  4. markitdown >=0.1.3
  5. openai >=1.0.0
  6. pydantic >=2.12.4
  7. pymilvus >=2.5.0
  8. python-dotenv >=1.2.1
  9. sentence-transformers >=2.2.0

Compatibility and release files

mini-rag publishes 1 wheel and 1 source archive for version 0.1.3. Wheel platform tags: any.

Declared Python classifiers: 3.11, 3.12.

Release activity and sources

PyPI lists 3 releases with files. The first dated release is ; 3 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .