From dd118fa1571111835135ea1a8ac611b40c4efd73 Mon Sep 17 00:00:00 2001 From: chengke <404835780@qq.com> Date: Fri, 15 May 2026 12:23:15 +0800 Subject: [PATCH] docs: update benchmark graphic and refine performance copy for main - 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 --- README.md | 4 ++-- docs/assets/benchmark.png | Bin 0 -> 211146 bytes 2 files changed, 2 insertions(+), 2 deletions(-) create mode 100644 docs/assets/benchmark.png diff --git a/README.md b/README.md index b5b22e885..c7da0a06d 100644 --- a/README.md +++ b/README.md @@ -77,10 +77,10 @@ Agents retrieve by navigating memory instead of depending on a single flat vecto ## Performance Benchmark -Knowhere significantly enhances the efficiency and accuracy of AI agents when dealing with unstructured data. Compared to providing raw documents directly to agents or using generic parsers, Knowhere's navigable memory graph approach achieves higher success rates with fewer resources. +Knowhere enhances the accuracy of AI agents when performing tasks (e.g., searching, modifying, and answering) in real-world data. Compared to providing raw documents directly to agents or .md/.json files produced by other parsers, Knowhere achieves higher success rates with fewer resources.
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+
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