Thoughts on Agent-based Enterprise Application Architecture.(Agent企业级应用架构思考和挑战)

Thoughts on Agent-based Enterprise Application Architecture.(Agent企业级应用架构思考和挑战)

“不确定性不是缺陷,而是新范式的特征,必须学会“回忆”,但同时也要学会“遗忘”。”

AI时代,智能体本身的概率输出让软件走向不确定,或者说更个性。但这对企业级产品的准确率形成巨大挑战,怎么看待这种现状、机遇和商业风险?智能体和传统应用范式下在业务落地间角色和职能的划分和原则?

这是目前AI面临的核心问题,触及了AI原生时代企业软件架构、产品设计与组织协作的根本性变革和创业者的产品决策方向。

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AI drawing ControlNet local implementation steps by stable-diffusion-webui(AI绘画ControlNet本地构建实施步骤 by stable-diffusion-webui)

AI drawing ControlNet local implementation steps by stable-diffusion-webui(AI绘画ControlNet本地构建实施步骤 by stable-diffusion-webui)

Install stable-diffusion-webui

[Note]:

  • Unable to install due to network problems, it is recommended to use GIT source pull installation
    (因网络问题导致无法安装,故建议使用GIT源码拉取安装方式)
  • Due to the large size of the model file, it is recommended to ensure sufficient space before installation: At least [source code + data model + extension]25G
    (因模型文件较大,建议安装前确保有足够空间: 至少[源码+数据模型+扩展]25G)
  • The PC terminal to be built is 🍎 macOS Ventura 13.4.1(c), and the Windows environment is built in much the same way.
    (构建PC终端是🍎 macOS Ventura 13.4.1(c),Windows系统环境构建方式大同小异)
  • Basic build tools (brew management recommended)
    (基础构建工具(推荐brew管理))
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    cmake
    wget
    git
    rust
    protobuf
    python3.x
Project key directory(项目关键目录)
  • stable-diffusion-webui/extensions (扩展)
  • stable-diffusion-webui/models (模型)

Construction steps(构建步骤)

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