knowledge-rag

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

knowledge-rag has been downloaded 41,638 times in total on PyPI, including 11,317 in the last 30 days. The latest version is 4.11.0, released Oct 4, 2026. It is distributed under the MIT license.

Version4.11.0
Downloads
41.64k
LicenseMIT
Author"Lyon."
UpdatedOct 4, 2026

Downloads

Weekly, last 90d.
Includes CI traffic.

VersionsTotal4.*3.*
Range
View
Granularity
Group by
CI traffic
Stack: OffCI: Included3 / 50 series
Selected total40.95k
41.6kAll-time
11.3kLast 30 days
97Last 24 h
<0.01/sPer second

Version distribution

Share of downloads by released version. Computed over the last quarter.

  • 01

    4.10.0

    6.1k downloads
    29.8%
  • 02

    4.8.5

    1.9k downloads
    9.3%
  • 03

    4.9.2

    1.1k downloads
    5.2%
  • 04

    4.5.1

    972 downloads
    4.7%
  • 05

    4.7.1

    806 downloads
    3.9%
  • 06

    4.8.1

    728 downloads
    3.6%
  • 07

    4.8.3

    718 downloads
    3.5%
  • 08

    4.9.0

    686 downloads
    3.4%
  • 09

    Other

    7.5k downloads
    36.5%

Guess the next day

Thirteen recent days of knowledge-rag downloads. Drag the green handle on the right to guess where day fourteen lands.

TRUTH9742TUEWEDTHUFRISATMONTUEWEDTHUFRISATSUNMON
    knowledge-rag · 41.6k downloads on PyPI