技巧

别再手写数据管道:托管服务帮智能体自动整理上下文

精选理由

如果你在给智能体搭数据管道,这篇会省你不少事:清洗、汇总、生成描述和统计全托管,不用自己造轮子。

作者指出很多团队正在重复造轮子,只为给智能体准备可用的上下文数据。这类托管系统的工作流程是:接入数据后自动清洗、整理、汇总,并生成描述和统计信息。整个过程无需团队自己搭建清洗、汇总、统计这几个环节的管道,智能体可以直接消费处理后的数据。

原文 · Ate-a-Pi

I know many teams that are, unfortunately, reinventing all these features right now because they need good context to run agents.

Here is a managed system where you connect your data, and it shapes it for agents:

• It automatically cleans the data as it arrives • It organizes it • It summarizes it • It builds descriptions • It computes statistics