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bicep-ptn-aiml-landing-zone Agent工作流
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Agent工作流

bicep-ptn-aiml-landing-zone Agent工作流

基于 Bicep · 无代码搭建完整 AI 自动化流程
英文名:bicep-ptn-aiml-landing-zone
⭐ 9 Stars 🍴 9 Forks 💻 Bicep 📄 MIT 🏷 AI 8.0分
8.0AI 综合评分
AIBicepLanding Zone
✦ AI Skill Hub 推荐

bicep-ptn-aiml-landing-zone Agent工作流 是 AI Skill Hub 本期精选Agent工作流之一。综合评分 8.0 分,整体质量较高。我们强烈推荐将其纳入你的 AI 工具库,帮助提升工作效率。

📚 深度解析

bicep-ptn-aiml-landing-zone Agent工作流 是一套完整的 AI Agent 自动化工作流方案。随着 AI 能力的不断提升,基于 Agent 的自动化工作流正在成为提升个人和团队效率的核心方式。区别于传统的 RPA 自动化(模拟鼠标键盘操作),AI Agent 工作流通过理解任务意图、动态规划执行路径,能够处理更复杂的非结构化任务。

bicep-ptn-aiml-landing-zone Agent工作流 工作流的设计遵循"最小配置,最大复用"原则:核心逻辑已经封装好,用户只需配置自己的 API Key 和业务参数即可快速上手。工作流内置错误处理和重试机制,在网络波动或 API 限速等情况下仍能稳定运行,适合作为生产环境的自动化基础设施。

在实际部署时,建议先在测试环境中运行 3-5 次,验证各个环节的输出结果符合预期,再部署到生产环境。AI Skill Hub 评分 8.0 分,是同类 Agent 工作流中的精选推荐。

📋 工具概览

bicep-ptn-aiml-landing-zone Agent工作流 是一套完整的 AI Agent 自动化工作流方案。通过可视化的节点编排,将复杂的多步骤任务拆解为清晰的自动化流程,实现全程无人值守的智能处理。支持与数百种外部服务和 API 无缝集成,适合构建数据处理管线、业务自动化和 AI 辅助决策系统。

GitHub Stars
⭐ 9
开发语言
Bicep
支持平台
Windows / macOS / Linux
维护状态
轻量级项目,按需更新
开源协议
MIT
AI 综合评分
8.0 分
工具类型
Agent工作流
Forks
9

📖 中文文档

以下内容由 AI Skill Hub 根据项目信息自动整理,如需查看完整原始文档请访问底部「原始来源」。

bicep-ptn-aiml-landing-zone Agent工作流 是一套完整的 AI Agent 自动化工作流方案。通过可视化的节点编排,将复杂的多步骤任务拆解为清晰的自动化流程,实现全程无人值守的智能处理。支持与数百种外部服务和 API 无缝集成,适合构建数据处理管线、业务自动化和 AI 辅助决策系统。

📌 核心特色
  • 可视化 Agent 工作流编排,无需编写复杂代码
  • 支持多步骤自动化任务链,实现全流程无人值守
  • 与外部 API、数据库和第三方服务无缝集成
  • 内置错误处理与自动重试机制,保障稳定运行
  • 提供可复用的自动化模板,快速在同类场景部署
🎯 主要使用场景
  • 自动化日常重复性工作,将精力集中于创造性任务
  • 构建数据采集 → 处理 → 输出的完整自动化管线
  • 实现跨平台、跨系统的数据流转和业务协同
以下安装命令基于项目开发语言和类型自动生成,实际以官方 README 为准。
安装命令
# 克隆仓库
git clone https://github.com/Azure/bicep-ptn-aiml-landing-zone
cd bicep-ptn-aiml-landing-zone

# 查看安装说明
cat README.md

# 按 README 完成环境依赖安装后即可使用
📋 安装步骤说明
  1. 访问 GitHub 仓库获取工作流文件
  2. 在对应平台(Dify / Flowise / Make 等)中找到「导入工作流」功能
  3. 上传工作流文件
  4. 按照提示配置必要的环境变量和 API Key
  5. 运行测试确认流程正常后投入使用
以下用法示例由 AI Skill Hub 整理,涵盖最常见的使用场景。
常用命令 / 代码示例
# 查看帮助
bicep-ptn-aiml-landing-zone --help

# 基本运行
bicep-ptn-aiml-landing-zone [options] <input>

# 详细使用说明请查阅文档
# https://github.com/Azure/bicep-ptn-aiml-landing-zone
以下配置示例基于典型使用场景生成,具体参数请参照官方文档调整。
配置示例
# bicep-ptn-aiml-landing-zone 配置说明
# 查看配置选项
bicep-ptn-aiml-landing-zone --config-example > config.yml

# 常见配置项
# output_dir: ./output
# log_level: info
# workers: 4

# 环境变量(覆盖配置文件)
export BICEP_PTN_AIML_LANDING_ZONE_CONFIG="/path/to/config.yml"
📑 README 深度解析 真实文档 完整度 50/100 查看 GitHub 原文 →
以下内容由系统直接从 GitHub README 解析整理,保留代码块、表格与列表结构。

Azure AI Landing Zone

Overview

The Azure AI Landing Zone is an enterprise-scale, production-ready reference architecture designed to deploy secure and resilient AI applications and agents on Azure. This repository contains the Bicep implementation, the Terraform implementations are available in separate repositories.

Architecture Diagram

What's new in v2

The v2 line adds two things that matter most for everyday use:

1. A topology switch — set deploymentMode to one of: - standalone — the AI Landing Zone provisions everything it needs (VNet, private endpoints, Bastion, jumpbox, NAT Gateway, observability). Best for sandboxes, evaluations, and teams without a corporate hub. - ailz-integrated — the AI Landing Zone deploys only the spoke (VNet + private endpoints + AI services) and peers into a hub VNet you already operate, reusing the hub's Firewall, Bastion, Private DNS zones, and Log Analytics workspace. Best for production inside an existing Azure Landing Zone. 2. Granular reuse of existing resources — every platform service can be brought from the outside via an existing*ResourceId parameter (cross-subscription IDs are accepted): Log Analytics, Application Insights, Private DNS zones (per zone, 15 available), hub VNet, jumpbox, Bastion, NAT Gateway, route table.

A handful of other quality-of-life additions:

  • allowedIpRanges — let named CIDRs reach the data plane of Storage, Key Vault, Cosmos DB, AI Search, ACR, AI Foundry, and App Configuration without disabling private endpoints. Use this when developers need to query the workload from their laptops without routing through Bastion.
  • Decoupled hub componentsdeployJumpbox, deployBastion, and deployNatGateway are now independent flags. No more all-or-nothing deployVM.
  • Hub integration helpershubIntegration.hubVnetResourceId creates the spoke→hub peering for you; hubIntegration.egressNextHopIp routes spoke egress through your hub firewall / NVA.
  • Pre-flight validationscripts/Invoke-PreflightChecks.ps1 runs automatically as an azd preprovision hook and catches the usual mistakes (CIDR overlap, undersized subnets, missing BYO resource IDs, conflicting flags) before they reach ARM. Bypass with PREFLIGHT_SKIP=true.

Pick a runbook to deploy:

If you're upgrading from v1.x, see the migration guide — it shows what changed in v2 and the parameters you may need to update.

Prerequisites

Required Permissions:

  • Azure subscription with Contributor and User Access Admin roles
  • Agreement to Responsible AI terms for Azure AI Services

Required Tools:

Azure CLI is included as a prerequisite for future pre/post provisioning hooks that may depend on it.

How to Deploy

Choose your preferred deployment method based on project requirements and environment constraints.

Basic Deployment

Quick setup for demos without network isolation.

Initialize the project

azd init -t azure/bicep-ptn-aiml-landing-zone

Sign in to Azure

az login
azd auth login
Add --tenant for az or --tenant-id for azd if you want a specific tenant.

Provision Infrastructure

azd provision
> Optional: You can change parameter values in main.parameters.json or set them using azd env set before running azd provision. The latter applies only to parameters that support environment variable substitution.

Zero Trust Deployment

For deployments that require network isolation.

Before Provisioning

Enable network isolation in your environment:

azd env set NETWORK_ISOLATION true
Optional: Update other parameters in main.parameters.json or via azd env set before provisioning.

Make sure you're signed in with your Azure user account:

az login
azd auth login
Add --tenant for az or --tenant-id for azd if you want a specific tenant.

Provision Infrastructure

azd provision

Using the Jumpbox VM

  1. Reset the VM password in the Azure Portal (required on first access if not set in deployment parameters):
  • Go to your VM resource → Support + troubleshootingReset password → Set new credentials
  • Default username is testvmuser
  1. Connect via Azure Bastion

Cloning extra repositories onto the jumpbox

The default install.ps1 bootstrap clones this repository to C:\github\ai-lz and walks manifest.json#components for additional repos. Downstream solution accelerators that consume this landing zone as a Bicep module / git submodule and need their own application repository present on the jumpbox (for private-network data-plane post-provisioning — Cosmos seeding, AI Search index creation, sample data loading, etc.) declare those repos in their overlay manifest.json:

{
  "tag": "v1.0.0",
  "ailz_tag": "v1.1.1",
  "components": [
    {
      "name": "voice-app",
      "repo": "https://github.com/Contoso/voice-app.git",
      "tag": "v0.3.0"
    }
  ]
}

main.bicep derives the URLs/tags/names from _manifest.components at compile time and forwards them to install.ps1 over the CSE commandToExecute. Each entry is cloned into C:\github\<name> on the jumpbox. tag defaults to main; name defaults to the repo URL basename without .git. There are no per-deployment Bicep parameters to wire — manifest.json is the single source of truth, the same one consumers already use to pin their ailz_tag release.

Building and pushing images with network isolation

When networkIsolation=true, the Container Registry is deployed as Premium with publicNetworkAccess=Disabled and is only reachable via its private endpoint. az acr build against the shared Microsoft-managed builder will fail. This landing zone therefore provisions an ACR Tasks agent pool attached to the devops-build-agents-subnet so image builds run inside the VNet and push to the registry over its private endpoint. No Docker client is required (and the jumpbox has no Docker installed by design — see issue #14).

Build and push from the jumpbox (or any client that can reach ARM):

$acr  = (azd env get-values | Select-String '^AZURE_CONTAINER_REGISTRY_ENDPOINT').Line.Split('=')[1].Trim('"').Split('.')[0]
$pool = (azd env get-values | Select-String '^ACR_TASK_AGENT_POOL').Line.Split('=')[1].Trim('"')

az acr build `
  -r $acr `
  --agent-pool $pool `
  -t myapp:latest `
  -f Dockerfile `
  .

Pause billing between builds (default tier S1 is billed per hour whether idle or not):

az acr agentpool update -r <acr> -n <pool> --count 0

Resume before the next build:

az acr agentpool update -r <acr> -n <pool> --count 1

The agent pool can be disabled entirely with deployAcrTaskAgentPool=false if builds are handled by a central CI/CD runner that already reaches the registry's private endpoint.

Firewall egress allow-list (network isolation)

When networkIsolation=true, egress from the jumpbox and workload subnets is forced through the default Azure Firewall. The landing zone codifies the FQDNs required by the default install.ps1 bootstrap and by the ACR Tasks agent pool. The set is split by purpose so you can audit or trim it:

  • ACR Tasks control plane and registry: *.azurecr.io, *.data.azurecr.io, and Azure Storage queue/blob/table FQDNs.
  • Language/runtime feeds: Python.org, PyPI, npm.
  • OS package feeds: Debian, Ubuntu, Yarn, and packages.microsoft.com for Microsoft-supported Linux packages such as msodbcsql18.

If your application build needs additional HTTPS endpoints, add them to the additionalAcrTaskBuildFqdns array parameter. The values are appended to the ACR Tasks HTTPS runtime rule only when networkIsolation, deployAzureFirewall, deployAcrTaskAgentPool, and extendFirewallForAcrTaskBuilds are all enabled, and are scoped to the devops-build-agents-subnet.

RuleSource subnetFQDN groupUsed by
AllowMicrosoftContainerRegistry*mcr.microsoft.com, *.data.mcr.microsoft.comACA/agents/ACR Tasks pulling Microsoft base images
AllowEntraIdAuth*login.microsoftonline.com, login.windows.net, management.azure.com, graph.microsoft.com, *.applicationinsights.azure.comEntra ID auth, ARM control plane, App Insights telemetry
AllowGitHub*github.com, *.github.com, raw.githubusercontent.com, codeload.github.com, objects.githubusercontent.com, *.githubusercontent.comRepo clones, release downloads
AllowJumpboxBootstrapjumpboxSubnetPrefixChocolatey, NuGet, VS Installer, download.microsoft.com, aka.ms, go.microsoft.com, *.core.windows.net, *.azureedge.netchoco install, VS Code/PowerShell Core/Azure CLI/AZD MSIs (Python is installed from python.org embeddable zip — see AllowJumpboxDevRuntimes)
AllowJumpboxDevRuntimesjumpboxSubnetPrefix*.python.org, *.pypi.org, *.pythonhosted.org, *.pypa.io, *.npmjs.orgpip install, npm install, jumpbox Python embeddable-zip install + get-pip.py bootstrap
AllowJumpboxEditorsjumpboxSubnetPrefixupdate.code.visualstudio.com, *.vo.msecnd.net, *.vscode-cdn.netVS Code updates
AllowJumpboxAcmejumpboxSubnetPrefixapi.github.com, acme-v02.api.letsencrypt.orgwin-acme release discovery + ACME v2 issuance/renewal from jumpbox
AllowAcrTasksdevopsBuildAgentsSubnetPrefix*.azurecr.io, *.data.azurecr.ioACR Tasks agent pool talking to its registry

Set extendFirewallForJumpboxBootstrap=false to skip the jumpbox-scoped rules when egress is managed centrally by another policy.

Optional Public Ingress (Application Gateway WAF v2)

Issue #49. The landing zone provisions the Container Apps environment in internal mode under network isolation, so its apps are unreachable from the public Internet by default. Some workloads need a controlled, audited public entry point (a tester, a partner integration, a public demo). The optional publicIngress feature deploys an Application Gateway WAF v2 in front of the internal ACA environment without changing any of the existing internal topology.

⚠️ Cost warning. Enabling this feature deploys WAF_v2 + a Standard Public IP, which incur hourly charges even when idle (~USD 240/month for the gateway alone, region-dependent). Keep publicIngress.enabled = false unless actively needed and tear the stack down with azd down (or delete the resources manually) when the access window ends. Setting publicIngress.enabled back to false after a deploy will NOT delete the resourcesazd/ARM incremental deployments only stop managing them.

Default state: disabled. No public-ingress resources are provisioned.

Parameter contract (publicIngressType exported from main.bicep):

publicIngress: {
  enabled: bool                              // master toggle, default false
  backendAppIndex: int?                      // index into containerAppsList; default 0
  frontendHostName: string?                  // e.g., 'app.contoso.com' — required to activate HTTPS
  sslCertSecretId: string?                   // versionless Key Vault secret URI — required to activate HTTPS
  allowedSourceAddressPrefixes: string[]?    // CIDRs allowed to reach :443; empty list = deny-all
  wafMode: ('Prevention' | 'Detection')?     // default 'Prevention'
  wafCustomRules: object[]?                  // merged with OWASP CRS 3.2 managed ruleset
  capacity: object?                          // default { minCapacity: 0, maxCapacity: 2 }
  sslPolicy: object?                         // default Azure baseline
}

Resources deployed when enabled = true (only effective with networkIsolation, deployContainerEnv, and at least one entry in containerAppsList):

ResourcePurpose
Microsoft.Network/networkSecurityGroups (nsg-<vnet>-AppGatewaySubnet)Deny-all inbound except GatewayManager (65200-65535) and AzureLoadBalancer. Adds an AllowHttpsFromAllowedSources rule on TCP/443 only when allowedSourceAddressPrefixes is non-empty. **Port 80 is never opened from the Internet.**
Microsoft.Network/publicIPAddressesStandard SKU, Static, zone-redundant when useZoneRedundancy=true.
Microsoft.Network/ApplicationGatewayWebApplicationFirewallPoliciesOWASP CRS 3.2, mode Prevention (or Detection), wafCustomRules merged in.
Microsoft.ManagedIdentity/userAssignedIdentitiesDedicated UAI for the gateway.
Microsoft.Authorization/roleAssignments (Key Vault Secrets User)Granted to the AGW UAI on the landing-zone Key Vault when deployKeyVault=true. External Key Vaults must be granted manually.
Microsoft.Network/applicationGatewaysWAF_v2 SKU, autoscale 0..2, zone-redundant, attached to the existing AppGatewaySubnet (192.168.3.0/27). Backend pool targets the Container App's internal FQDN over HTTPS:443 with pickHostNameFromBackendAddress=true.
Diagnostic settingsStreamed to the existing Log Analytics workspace (allLogs + AllMetrics).

Two operational states:

1. Skeleton mode (enabled=true and either sslCertSecretId or frontendHostName empty) - Gateway exists with a single HTTP:80 listener routed to the backend. - NSG denies all Internet inbound (port 80 is never opened by the NSG). - The skeleton is inert: no client can reach it from the Internet until the operator transitions to live mode.

2. Live mode (enabled=true with both sslCertSecretId and frontendHostName set, plus allowedSourceAddressPrefixes non-empty) - HTTPS:443 listener using the Key Vault certificate (the AGW UAI reads it via Key Vault Secrets User). - HTTP:80 becomes a permanent HTTP→HTTPS redirect. - NSG allows TCP/443 from the supplied source CIDRs only.

Post-deploy runbook (provider-agnostic DNS + jumpbox ACME):

1. Workstation (DNS provider side): choose your DNS provider/registrar and prepare your hostname (example: app.contoso.com). No provider-specific integration is required in this landing zone. 2. Jumpbox (certificate issuance/import side): use the built-in ACME client installed by install.ps1 at C:\tools\win-acme\wacs.exe (DNS-01 flow), then import the resulting certificate into the landing-zone Key Vault. The jumpbox MI has Key Vault Certificates Officer for this workflow. 3. Workstation (DNS provider side): create/update the public DNS A record for the hostname pointing at PUBLIC_INGRESS_PUBLIC_IP (deployment output). 4. Capture the versionless Key Vault secret URI for the certificate (https://<kv>.vault.azure.net/secrets/<name>), then set operator parameters in main.parameters.json (or via azd env set followed by an edit since publicIngress is an aggregate object):

   "publicIngress": {
      "value": {
       "enabled": true,
       "frontendHostName": "app.contoso.com",
       "sslCertSecretId": "https://<kv>.vault.azure.net/secrets/<name>",
        "allowedSourceAddressPrefixes": ["203.0.113.0/24"]
      }
    }
    
5. Run azd provision again. The HTTPS listener, redirect rule, and NSG allow rule are now in place. 6. Validate end-to-end: curl -v https://app.contoso.com/ should return the Container App's response; curl -v http://app.contoso.com/ should redirect to HTTPS.

Teardown: run azd down to remove the entire deployment, or delete the gateway/PIP/WAF policy/NSG/UAI manually. As stated above, flipping enabled back to false and re-provisioning will not delete the resources due to ARM incremental deployment semantics.

Outputs surfaced by main.bicep:

OutputDescription
PUBLIC_INGRESS_ENABLEDWhether the stack was effectively deployed (also requires networkIsolation + deployContainerEnv + non-empty containerAppsList).
PUBLIC_INGRESS_PUBLIC_IPThe gateway's public IPv4 address (point your DNS A record at this).
PUBLIC_INGRESS_GATEWAY_RESOURCE_IDApplication Gateway resource ID.
PUBLIC_INGRESS_NSG_RESOURCE_IDNSG attached to the AGW subnet.
PUBLIC_INGRESS_WAF_POLICY_RESOURCE_IDWAF policy resource ID (for adding custom rules outside the template).
PUBLIC_INGRESS_IDENTITY_PRINCIPAL_IDPrincipal ID of the AGW UAI (use to grant access to external Key Vaults).
PUBLIC_INGRESS_LIVEtrue only when both sslCertSecretId and frontendHostName are set (live mode).

In addition, the landing zone now surfaces a small set of outputs that consumers (and this module) depend on: APP_GATEWAY_SUBNET_RESOURCE_ID, VNET_RESOURCE_ID, KEY_VAULT_RESOURCE_ID, KEY_VAULT_NAME, LOG_ANALYTICS_RESOURCE_ID, and CONTAINER_APP_INTERNAL_FQDN.

🎯 aiskill88 AI 点评 A 级 2026-05-30

高质量的AI工作流项目

📚 实用指南(长尾问题)
适合谁
  • 需要 bicep-ptn-aiml-landing-zone 解决具体问题的开发者与运营人员
最佳实践
  • 先在测试环境跑通最小用例,再接入生产数据
常见错误
  • API key 直接提交到 git 仓库(请用 .env 并加入 .gitignore)
部署方案
  • 云端托管:可放在 Vercel / Railway / Fly.io 等 PaaS 平台
相关搜索
bicep-ptn-aiml-landing-zone 中文教程bicep-ptn-aiml-landing-zone 安装报错怎么办bicep-ptn-aiml-landing-zone 与同类工具对比bicep-ptn-aiml-landing-zone 最佳实践bicep-ptn-aiml-landing-zone 适合谁用

⚡ 核心功能

👥 适合谁
  • 需要 bicep-ptn-aiml-landing-zone 解决具体问题的开发者与运营人员
⭐ 最佳实践
  • 先在测试环境跑通最小用例,再接入生产数据
⚠️ 常见错误
  • API key 直接提交到 git 仓库(请用 .env 并加入 .gitignore)

👥 适合人群

自动化工程师和运维人员项目经理和业务分析师希望减少重复性工作的专业人士数字化转型团队

🎯 使用场景

  • 自动化日常重复性工作,将精力集中于创造性任务
  • 构建数据采集 → 处理 → 输出的完整自动化管线
  • 实现跨平台、跨系统的数据流转和业务协同

⚖️ 优点与不足

✅ 优点
  • +MIT 协议,可免费商用
  • +大幅减少重复性人工操作
  • +可视化流程,清晰直观
  • +可扩展性强,支持复杂场景
⚠️ 不足
  • 初始配置和调试需投入一定时间
  • 强依赖外部服务的稳定性
  • 复杂场景需具备一定技术基础
⚠️ 使用须知

AI Skill Hub 为第三方内容聚合平台,本页面信息基于公开数据整理,不对工具功能和质量作任何法律背书。

建议在沙箱或测试环境中充分验证后,再部署至生产环境,并做好必要的安全评估。

📄 License 说明

✅ MIT 协议 — 最宽松的开源协议之一,可自由商用、修改、分发,仅需保留版权声明。

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❓ 常见问题 FAQ

AI Landing Zone是用于部署安全、模块化的AI基线的开源项目
💡 AI Skill Hub 点评

经综合评估,bicep-ptn-aiml-landing-zone Agent工作流 在Agent工作流赛道中表现稳健,质量优秀。如果你已有明确的使用需求,可以直接上手体验;如果还在评估阶段,建议对比同类工具后再做决策。

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🌐 原始信息
原始名称 bicep-ptn-aiml-landing-zone
原始描述 开源AI工作流:AI Landing Zone Bicep templates for deploying a secure, modular baseline for AI 。⭐9 · Bicep
Topics AIBicepLanding Zone
GitHub https://github.com/Azure/bicep-ptn-aiml-landing-zone
License MIT
语言 Bicep
🔗 原始来源
🐙 GitHub 仓库  https://github.com/Azure/bicep-ptn-aiml-landing-zone 🌐 官方网站  https://azure.github.io/AI-Landing-Zones/

收录时间:2026-05-30 · 更新时间:2026-05-30 · License:MIT · AI Skill Hub 不对第三方内容的准确性作法律背书。