Unverified50% confidenceFactExact time
MLflow 3引入了原生对话消息格式支持，将工具调用序列纳入追踪体系，并新增了基于LLM-as-Judge的评估框架，ChatAgent协议在此升级中被确立为智能体标准接口
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/10/2026
First Seen
Valid until: 10/8/2026
Sources
Databricks Agent Framework实战：ChatAgent封装与生产部署指南
bilibili狡猾的哈基6/27/2026
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