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最新Agent框架,读这一篇就够了
自动驾驶之心· 2025-08-18 23:32
作者 | 哈喽WoW君 编辑 | 大模型之心Tech 原文链接: https://zhuanlan.zhihu.com/p/1939744959143086058 点击下方 卡片 ,关注" 大模型之心Tech "公众号 戳我-> 领取大模型巨卷干货 >> 点击进入→ 大模型没那么大Tech技术交流群 本文只做学术分享,如有侵权,联系删文 ,自动驾驶课程学习与技术交流群事宜,也欢迎添加小助理微信AIDriver004做进一步咨询 一、主流AI AGENT框架 当前主流的AI Agent框架种类繁多,各有侧重,适用于不同的应用场景。目前收集了几个主流并且典型Agent框架,先给出本文描述的有哪些框架图表。 | 框架 | 描述 | 适用场景 | | --- | --- | --- | | LangGraph | 基于LangChain搭建的状态驱动的多步骤 Agent | 复杂状态机、审批流 | | AutoGen | 多 Agent 协作、对话式 | 研究报告生成、任务拆解 | | CrewAI | 轻量级"角色扮演"多 Agent | 内容团队、市场分析 | | Smolagents | Hugging Fac ...
X @Avi Chawla
Avi Chawla· 2025-07-02 19:45
RT Avi Chawla (@_avichawla)After MCP, A2A, & AG-UI, there's another Agent protocol (open-source).ACP (Agent Communication Protocol) is a standardized, RESTful interface for Agents to discover and coordinate with other Agents, regardless of their framework (CrewAI, LangChain, etc.).Here's how it works:- Build your Agents and host them on ACP servers.- The ACP server will receive requests from the ACP Client and forward them to the Agent.- ACP Client itself can be an Agent to intelligently route requests to t ...
X @Avi Chawla
Avi Chawla· 2025-07-02 06:30
After MCP, A2A, & AG-UI, there's another Agent protocol (open-source).ACP (Agent Communication Protocol) is a standardized, RESTful interface for Agents to discover and coordinate with other Agents, regardless of their framework (CrewAI, LangChain, etc.).Here's how it works:- Build your Agents and host them on ACP servers.- The ACP server will receive requests from the ACP Client and forward them to the Agent.- ACP Client itself can be an Agent to intelligently route requests to the Agents (just like MCP Cl ...