ragplus
Lightweight, production-ready RAG toolkit with 50-70% accuracy improvements. Enhanced BM25, BGE-Base embeddings, and semantic chunking - 100% offline.
ragplus has been downloaded 3,716 times in total on PyPI, including 223 in the last 30 days. The latest version is 0.2.2, released Dec 9, 2025. It is distributed under the MIT license.
Version0.2.2
Downloads
3.72k
LicenseMIT
Authormuthuvel vishwa
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal0.*
Range
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CI traffic
Stack: OffCI: Included2 / 6 series
Selected total992
3.7kAll-time
223Last 30 days
3Last 24 h
<0.01/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0138.5%
0.2.2
191 downloadsDownloads19138.5% - 0217.7%
0.2.1
88 downloadsDownloads8817.7% - 0316.1%
0.2.0
80 downloadsDownloads8016.1% - 0414.1%
0.1.0
70 downloadsDownloads7014.1% - 0513.5%
0.1.1
67 downloadsDownloads6713.5%
Guess the next day
Thirteen recent days of ragplus downloads. Drag the green handle on the right to guess where day fourteen lands.