ragwire
Production-grade RAG toolkit for document ingestion and retrieval with hybrid search support
ragwire has been downloaded 12,824 times in total on PyPI, including 1,012 in the last 30 days. The latest version is 1.6.1, released Aug 14, 2026.
Version1.6.1
Downloads
12.82k
License—
AuthorKGP Talkie Private Limited
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal1.*
Range
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Granularity
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CI traffic
Stack: OffCI: Included2 / 21 series
Selected total8.86k
12.8kAll-time
1.0kLast 30 days
37Last 24 h
<0.01/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0117.6%
1.6.1
778 downloadsDownloads77817.6% - 0215.0%
1.5.0
666 downloadsDownloads66615.0% - 0311.6%
1.4.1
512 downloadsDownloads51211.6% - 0411.2%
1.4.0
497 downloadsDownloads49711.2% - 0510.3%
1.6.0
458 downloadsDownloads45810.3% - 064.5%
1.2.8
198 downloadsDownloads1984.5% - 072.9%
1.2.9
129 downloadsDownloads1292.9% - 082.9%
1.3.1
127 downloadsDownloads1272.9% - 0924.1%
Other
1.1k downloadsDownloads1.1k24.1%
Guess the next day
Thirteen recent days of ragwire downloads. Drag the green handle on the right to guess where day fourteen lands.