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eval

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UpdatedJuly 8, 2026 at 08:32

Use when measuring or tuning RagKit retrieval accuracy — runs the golden evalset, reports recall@k and MRR per bucket. Trigger /ragkit:eval. Run before or after any retrieval-param change to keep a baseline.

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Related occupationsSOC

Based on SOC occupation classification

Software DevelopersComputer and Mathematical Occupations·SOC 15-1252

SKILL.md

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name	eval
description	Use when measuring or tuning RagKit retrieval accuracy — runs the golden evalset, reports recall@k and MRR per bucket. Trigger /ragkit:eval. Run before or after any retrieval-param change to keep a baseline.

RagKit Eval

脚本在本插件的 scripts/ 目录（本 skill 目录的上两级）；用本 skill 的 base directory 把下面的相对路径拼成绝对路径执行。

sh ../../scripts/run.sh ../../scripts/ragkit.py \
   eval --kb <知识库路径> [--evalset <file>] [--channels lexical,metadata]

--channels lexical,metadata = 无向量基线；与全通道对比即向量路增益。
任何检索参数调优（分词/权重/RRF）都必须先跑 eval 留对照数字。

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