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."
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal4.*3.*
Range
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Granularity
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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
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0112.4%
4.8.5
1.8k downloadsDownloads1.8k12.4% - 029.7%
4.5.0
1.4k downloadsDownloads1.4k9.7% - 035.6%
4.5.1
826 downloadsDownloads8265.6% - 045.3%
4.9.2
775 downloadsDownloads7755.3% - 055.2%
4.7.1
764 downloadsDownloads7645.2% - 064.7%
4.4.0
688 downloadsDownloads6884.7% - 074.7%
4.8.1
688 downloadsDownloads6884.7% - 084.6%
4.8.3
675 downloadsDownloads6754.6% - 0947.8%
Other
7.0k downloadsDownloads7.0k47.8%
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Thirteen recent days of knowledge-rag downloads. Drag the green handle on the right to guess where day fourteen lands.