如何为特定用例入门 Agentic AI？一位博士生的提问

How do you start with Agentic AI for a specific use case? [D]

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一位博士生在 r/MachineLearning 发帖，询问如何为特定用例入门 Agentic AI，以自动化其领域中枯燥但重要的工作流。他熟悉 LLM，但不了解 agentic AI 的搭建方式，提到听过 harness 等术语。其需求是构建一个沙箱化的编排系统，对给定输入和测试场景做压力测试并自主决策，同时让组内其他人用于验证，希望获得文献或可参考的示例。

正文

Hello all!

I'm a PhD student in a niche field and the next plan is to apply agentic AI to automate a rather boring yet important workflow. I'm very well aware of LLMs but not very much into agentic AI and how do you set up?

I've heard terms like harness and others, but I'd like to know how to get started with this (details below). Using AI for this proved to be pretty much useless.

I'll present an input and a testing scenario and my model, and I need a sort of orchestration which stress test it on my use case, use its knowledge and make decisions. I want it to be sandboxed and let other people in the group use this for validation.

How do I start with literature or any example I can use as a base?

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