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New code search tool 'knowing' outperforms CodeGraph, GitNexus

By PulseAugur Editorial · [1 sources] ·

A new code search tool called knowing has outperformed established competitors like CodeGraph, GitNexus, and Gortex in benchmarks. Knowing utilizes a novel approach involving random walks on a content-addressed call graph, which prioritizes structural relevance over simple keyword matching. This method resulted in significantly higher precision, faster query times, and more efficient agent integration compared to other tools, effectively eliminating nearly all irrelevant results. AI

IMPACT Sets a new standard for code retrieval precision and speed, potentially improving developer productivity and AI agent efficiency.

RANK_REASON The cluster describes a new tool's performance against existing tools using benchmarks, which falls under research and development. [lever_c_demoted from research: ic=1 ai=0.7]

Read on dev.to — MCP tag →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

New code search tool 'knowing' outperforms CodeGraph, GitNexus

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The cluster describes a new tool's performance against existing tools using benchmarks, which falls under research and development. [lever_c_demoted from research: ic=1 ai=0.7]
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COVERAGE [1]

  1. dev.to — MCP tag TIER_1 English(EN) · Dayna Blackwell ·

    We Benchmarked the Most Popular Code Search Tools. We Beat All of Them.

    <p>codegraph has 19,459 GitHub stars. We have zero. So we stopped talking and started measuring.</p> <h2> The Headline </h2> <div class="table-wrapper-paragraph"><table> <thead> <tr> <th>System</th> <th>P@10</th> <th>Query k8s</th> <th>Time-to-consistency</th> <th>Stars</th> </tr…

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