Factual package intelligence from PyPI

rag-python 0.3.1 package intelligence

Production-grade RAG for Python: ingest documents, hybrid search, streaming, multi-LLM, guardrails. CLI + Python API.

pip install rag-python

Current version
0.3.1
Python requirement
>=3.10
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
75.0 KiB
Release history
4 releases with files
Median release cadence
0 days

rag-python dependencies

PyPI declares 21 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. openai >=1.12.0
  2. tiktoken >=0.5.0
  3. chromadb >=0.4.22
  4. pypdf >=3.17.0
  5. python-docx >=1.1.0
  6. langdetect >=1.0.9
  7. regex >=2023.0.0
  8. python-dotenv >=1.0.0
  9. requests >=2.31.0

The compact report shows 12 of 21 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

rag-python publishes 1 wheel and 1 source archive for version 0.3.1. Wheel platform tags: any.

Declared Python classifiers: 3.10, 3.11, 3.12.

Security snapshot for rag-python 0.3.1

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 4 releases with files. The first dated release is ; 4 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .