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docs(blog): add Curvine and LanceDB benchmark - #84

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szbr00 merged 1 commit into
CurvineIO:mainfrom
LJF-050:docs/curvine-lancedb-vector-search
Jul 31, 2026
Merged

docs(blog): add Curvine and LanceDB benchmark#84
szbr00 merged 1 commit into
CurvineIO:mainfrom
LJF-050:docs/curvine-lancedb-vector-search

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@LJF-050

@LJF-050 LJF-050 commented Jul 31, 2026

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Summary

Add a bilingual blog post covering the LanceDB benchmark on Curvine.

The benchmark compares three storage paths:

  • OSS for both data and indexes
  • OSS data with indexes cached by Curvine
  • Curvine for both data and indexes

Key results include:

  • Vector-search p50 latency reduced from 11 ms to 2 ms
  • Vector-search QPS increased from 69.4 to 333.3
  • Vector-search p99 latency reduced from 62 ms to 10 ms
  • Full-text and hybrid search also showed significant latency and throughput improvements
  • Filtered vector search showed limited gains because its bottleneck was scanning and computation rather than index I/O

Changes

  • Add the English blog post
  • Add the corresponding Chinese translation
  • Add the LanceDB × Curvine benchmark image to both locales
  • Format benchmark results as Markdown tables
  • Document index-only and full-cache adoption strategies

Validation

  • Ran npm run build
  • English production build passed
  • Chinese production build passed
  • Verified both preview pages return HTTP 200
  • Confirmed the article image renders in both locales

Files

  • blog/2026-07-31-curvine-lancedb-vector-search/
  • i18n/zh-cn/docusaurus-plugin-content-blog/2026-07-31-curvine-lancedb-vector-search/

@szbr00
szbr00 merged commit 8e113a2 into CurvineIO:main Jul 31, 2026
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2 participants