RAG 评估集构建器 (ragas + IR 指标)
by community
Use this page as a decision snapshot for RAG 评估集构建器 (ragas + IR 指标): trust signal, install momentum, real user feedback, and high-intent related pages you can compare next.
Description
基于 ragas SDK 从文档语料构建生产级双层 RAG 评估集：同一份评估集既支持标准 IR 排序指标（Recall@K/Precision@K/MRR/NDCG@K，基于 gold chunk ID 自算），也支持 ragas LLM 裁判指标（faithfulness/answer_relevancy/context_precision/context_recall/answer_correctness）。当用户要求构建 RAG 评估集/评测数据集/生成测试问题、上线前 RAG 回归测试、或用 IR 指标衡量检索质量并配合 ragas 评估时使用。
Install RAG 评估集构建器 (ragas + IR 指标)
Run this in your OpenClaw agent to add RAG 评估集构建器 (ragas + IR 指标) from the ClawHub registry.
openclaw skills install rag-evalsetRequires ClawHub registry access. Review the security analysis below before installing.
Security Analysis
Open Source
Code is publicly available for audit.
Community Verified
Reviewed by the ClawHub community.
Community Reviews
Real user ratings only — separate from the editorial assessment and ClawHub signal.
Installed this skill? Sign in and leave the first review.
Save the skill now, come back after testing it, and help the next person choose with a quick review.
Frequently asked questions
Is RAG 评估集构建器 (ragas + IR 指标) safe to install?
RAG 评估集构建器 (ragas + IR 指标) has a SkillsReview security score of 50/100. It is open source and community-verified on ClawHub. Check the full Security Analysis on this page before installing.
How much does RAG 评估集构建器 (ragas + IR 指标) cost?
RAG 评估集构建器 (ragas + IR 指标) is free to install for OpenClaw via ClawHub.
What are the best alternatives to RAG 评估集构建器 (ragas + IR 指标)?
You can compare RAG 评估集构建器 (ragas + IR 指标) side by side with similar OpenClaw skills on the SkillsReview comparison page to find the best fit for your workflow.
How do I install RAG 评估集构建器 (ragas + IR 指标)?
Install RAG 评估集构建器 (ragas + IR 指标) from ClawHub at clawhub.ai/skills/rag-evalset, or use the install action on this page to copy the command for your OpenClaw agent.
Community Signal
Historical movement
Timeline plus trend snapshots for security, reviews, and reputation tilt.
Trend Charts
30 / 90 / 180 day snapshots for ranking movement and security-score movement.
Last updated unknown UTC
Submit your review
Share your experience and help others find the best skills.
Newsletter
Stay updated on RAG 评估集构建器 (ragas + IR 指标) and the wider SkillsReview ecosystem
Get the weekly Top 5, fresh security alerts, and newly hot skills by email. You can unsubscribe from any newsletter email in one click.