Factual package intelligence from PyPI

nbrag 0.9.0 package intelligence

Agentic RAG MCP Server — 13 retrieval/read tools plus workflow help for AI-driven multi-round retrieval over any text

pip install nbrag

Current version
0.9.0
Python requirement
>=3.11
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
30.8 MiB
Release history
7 releases with files
Median release cadence
6 days

nbrag dependencies

PyPI declares 8 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. bm25s >=0.2.0
  2. chromadb >=0.4.0
  3. httpx >=0.24.0
  4. jieba >=0.42.1
  5. langchain-text-splitters >=0.2.0
  6. mcp >=1.0.0
  7. pydantic >=2.0.0
  8. pyyaml >=6.0

Compatibility and release files

nbrag publishes 1 wheel and 1 source archive for version 0.9.0. Wheel platform tags: any.

Declared Python classifiers: 3.11, 3.12, 3.13.

Security snapshot for nbrag 0.9.0

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 7 releases with files. The first dated release is ; 7 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .