简介
Evidently 是一个拥有 7,300+ GitHub stars 的开源 ML/LLM 可观测性框架，提供 100+ 内置指标用于评估、测试和监控 AI 系统。覆盖数据漂移检测、模型质量和 LLM 输出监控。
Workflows2026年4月3日·1 分钟阅读
Evidently — ML & LLM Monitoring with 100+ Metrics
Evaluate, test, and monitor AI systems with 100+ built-in metrics for data drift, model quality, and LLM output. 7.3K+ stars.
AI
AI Open Source · Community
快速使用
先拿来用，再决定要不要深挖
这里应该同时让用户和 Agent 知道第一步该复制什么、安装什么、落到哪里。
pip install evidentlyfrom evidently.report import Report
from evidently.metric_preset import TextEvals
report = Report(metrics=[TextEvals()])
report.run(current_data=data)
report.save_html("report.html")🙏
来源与感谢
Created by Evidently AI. Licensed under Apache-2.0.
evidently — ⭐ 7,300+
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