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 32,586 times in total on PyPI, including 3,738 in the last 30 days. The latest version is 4.9.2, released Sep 29, 2026. It is distributed under the MIT license.

Version4.9.2
Downloads
32.59k
LicenseMIT
Author"Lyon."
UpdatedSep 29, 2026

Downloads

Weekly, last 90d.
Includes CI traffic.

VersionsTotal4.*3.*
Range
View
Granularity
Group by
CI traffic
Stack: OffCI: Included3 / 48 series
Selected total29.51k
32.6kAll-time
3.7kLast 30 days
1.0kLast 24 h
<0.01/sPer second

Version distribution

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

  • 01

    4.8.5

    1.8k downloads
    12.4%
  • 02

    4.5.0

    1.4k downloads
    9.7%
  • 03

    4.5.1

    826 downloads
    5.6%
  • 04

    4.9.2

    775 downloads
    5.3%
  • 05

    4.7.1

    764 downloads
    5.2%
  • 06

    4.4.0

    688 downloads
    4.7%
  • 07

    4.8.1

    688 downloads
    4.7%
  • 08

    4.8.3

    675 downloads
    4.6%
  • 09

    Other

    7.0k downloads
    47.8%

Guess the next day

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

TRUTH1.0k258WEDTHUFRISATSUNMONTUEWEDTHUFRISATSUNMON
    knowledge-rag · 32.6k downloads on PyPI