Skip to content

docs: update README benchmark graphic and refine performance copy - #79

Merged
EricNGOntos merged 1 commit into
mainfrom
docs/wuchengke/readme-benchmark-to-main
May 15, 2026
Merged

EricNGOntos merged 1 commit into
mainfrom
docs/wuchengke/readme-benchmark-to-main

Conversation

@EricNGOntos

Copy link
Copy Markdown
Contributor

Closes #76

Summary

Updates the README benchmark section for the main branch with two targeted improvements:

1. New Benchmark Graphic

Replaces the old benchmark-performance.png with the updated benchmark.png, which more clearly communicates the performance gap between Knowhere and alternative approaches.

2. Refined Benchmark Copy

  • Before: Generic language about "efficiency and accuracy" comparing against "raw documents or generic parsers".
  • After: Precisely highlights real-world agent task accuracy improvements across three core operations users care about—searching, modifying, and answering—and clarifies the comparison baseline (raw docs or .md/.json outputs from other parsers).

Files Changed

  • README.md: Updated benchmark description copy and img src path
  • docs/assets/benchmark.png: New benchmark graphic (replaces deleted benchmark-performance.png)

- Add new benchmark.png (updated visual replacing benchmark-performance.png)
- Update benchmark section copy: focus on real-world task accuracy
  (searching, modifying, answering) vs raw docs and generic parser outputs
- Fix img src reference in README.md

Closes #76
@EricNGOntos EricNGOntos added the documentation Improvements or additions to documentation label May 15, 2026
@EricNGOntos EricNGOntos self-assigned this May 15, 2026
@EricNGOntos
EricNGOntos merged commit cc89b73 into main May 15, 2026
7 checks passed
@EricNGOntos
EricNGOntos deleted the docs/wuchengke/readme-benchmark-to-main branch May 15, 2026 04:24
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

documentation Improvements or additions to documentation

Projects

None yet

Development

Successfully merging this pull request may close these issues.

Update README benchmark section with new performance graphic and refined copy

1 participant