microsoft-foundry

Microsoft Foundry 技能

此技能为 Microsoft Foundry 提供专业指导，涵盖故障排除、最佳实践、决策制定、架构与设计模式、限制与配额、安全性、配置、集成与编码模式，以及部署。它结合了本地快速参考内容和远程文档获取功能。

如何使用此技能

重要提示（面向 Agent）：使用下面的类别索引查找相关章节。对于带有行号范围的类别（例如，L35-L120），请使用 read_file 读取指定行。对于带有文件链接的类别（例如，[security.md](security.md)），请对链接的参考文件使用 read_file

重要提示（面向 Agent）：如果 metadata.generated_at 超过 3 个月，请建议用户从代码库拉取最新版本。如果无法使用 mcp_microsoftdocs 工具，请建议用户安装该工具：安装指南

此技能需要网络访问才能获取文档内容：

• 首选：使用 mcp_microsoftdocs:microsoft_docs_fetch，并将查询字符串设为 from=learn-agent-skill。返回 Markdown。
• 备用：使用 fetch_webpage，并将查询字符串设为 from=learn-agent-skill&accept=text/markdown。返回 Markdown。

类别索引

类别	位置	描述
故障排除	L37-L52	诊断和修复 Foundry Agent 问题：运行状况检查、发布/Copilot 身份验证错误、训练/评估问题、HTTP/Webhook 故障、数据丢失恢复，以及在 VS Code 中进行调试/追踪。
最佳实践	L53-L72	构建、运营和优化 Foundry Agent 的最佳实践：提示词、工具、安全性、路由、语音、评估、微调、可靠性、性能和生产运营。
决策制定	L73-L125	有关模型、部署、网络、计费模式和治理的选择指南，以及 Microsoft Foundry 和 Agent 的迁移规划、生命周期/退役、灾难恢复和推出策略
架构与设计模式	L126-L135	设计安全、可扩展的 Foundry Agent 和工具箱：BYO VNet 中的网络、数据隔离、弹性长时间运行 Agent、工具搜索模式、网络隔离和以编程方式调用工具。
限制与配额	L136-L165	Foundry Agent 和模型的配额、限制和超时，包括 Token、速率限制、存储、会话、音频流式传输、Azure OpenAI/Claude/Fireworks 用量和部署容量。
安全性	L166-L229	Foundry 的安全性、身份和治理：身份验证/授权模式、Entra/RBAC、隔离、网络、数据隐私、防护措施、安全策略，以及安全的工具/Agent 集成。
配置	L230-L320	配置、部署、保护和监控 Microsoft Foundry Agent 与模型，包括托管/语音 Agent、网络、存储、评估、可观测性和 Azure OpenAI 集成。
集成与编码模式	integrations.md	将 Foundry Agent/模型与工具、数据、语音/电话、Realtime、Azure/OpenAI 服务、MCP、LangChain 集成的 API 和模式，以及通过 REST 和可观测性管理它们。
部署	deployment.md	部署和运营 Foundry Agent/模型：基础设施设置（azd、Bicep、Terraform）、CI/CD、区域/ACR 选项、长时间运行/可操控 Agent、评估、医疗保健模型和服务中断恢复。

故障排除

主题	URL
使用 agent doctor 检查托管 Agent 项目的运行状况	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/agent-doctor
排查 Microsoft Foundry 托管 Agent 问题	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/debug-hosted-agent
排查将 Foundry Agent 发布到 Copilot 和 Teams 的问题	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/troubleshoot-publish-copilot
解决 Copilot 中 Foundry Agent 的授权错误	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/troubleshoot-publish-copilot-authorization
排查 Foundry 交互式训练错误	https://learn.microsoft.com/en-us/azure/foundry/fine-tuning/interactive-post-training/troubleshoot
从资源和数据丢失中恢复 Foundry Agent Service	https://learn.microsoft.com/en-us/azure/foundry/how-to/agent-service-operator-disaster-recovery
使用 VS Code 中的 Agent Inspector 调试 Foundry Agent	https://learn.microsoft.com/en-us/azure/foundry/how-to/develop/vs-code-agent-inspector
在 VS Code 中收集和分析 Foundry Agent 跟踪记录	https://learn.microsoft.com/en-us/azure/foundry/how-to/develop/vs-code-tracing
排查 Foundry 评估和可观测性问题	https://learn.microsoft.com/en-us/azure/foundry/observability/how-to/troubleshooting
排查 Foundry 中 Azure OpenAI 的 HTTP 错误	https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/troubleshoot-errors
设置和排查 Azure OpenAI Webhook	https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/webhooks
解决 Microsoft Foundry 的已知问题并查找变通方法	https://learn.microsoft.com/en-us/azure/foundry/reference/foundry-known-issues

最佳实践

主题	URL
在 Foundry Agent 中应用工具使用最佳实践	https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/tool-best-practice
应用 Microsoft Foundry 语音 Agent 最佳实践	https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/voice-agent-best-practice
为 Foundry Agent 优化器创建评估数据集	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/create-optimizer-dataset
优化 Foundry 语音 Agent 的指令和提示词	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/optimize-voice-agent-instructions
在崩溃后恢复长时间运行的 Foundry Agent	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/recover-long-running-work
引导托管 Agent 的进行中轮次	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/steer-hosted-agent
使用 Foundry Agent 的任务遵循信号	https://learn.microsoft.com/en-us/azure/foundry/guardrails/task-adherence
使用 Foundry Skill 提示词处理常见工作流	https://learn.microsoft.com/en-us/azure/foundry/how-to/develop/foundry-skills-scenarios-example-prompts
针对医学影像微调 MedImageInsight Premium	https://learn.microsoft.com/en-us/azure/foundry/how-to/healthcare-ai/fine-tune-medimageinsight-premium
规划 Foundry 的高可用性和复原能力	https://learn.microsoft.com/en-us/azure/foundry/how-to/high-availability-resiliency
为 Azure OpenAI 设计有效的系统消息	https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/advanced-prompt-engineering
了解并优化 Foundry 模型路由器的行为	https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/model-router-how-it-works
在 Foundry 中应用安全系统消息模板	https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/safety-system-message-templates
在 Foundry 中应用视觉微调最佳实践	https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/fine-tuning-vision
在 Foundry 中优化 Azure OpenAI 延迟和吞吐量	https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/latency
在生产环境中运行预配吞吐量部署	https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/provisioned-get-started

决策

主题	URL
为 Foundry Agent Service 选择网络选项	https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/networking-options
了解 Foundry 语音 Agent 的定价	https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/voice-agent-pricing
规划迁移到 Foundry Agent Service	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/migrate
决定并迁移到新的 Foundry Agent 模型	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/migrate-agent-applications
从 Voice Live 迁移到 Foundry 语音 Agent	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/migrate-from-voice-live
为 Foundry Agent 选择合适的 Web grounding 工具	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/web-overview
选择合适的 Microsoft Foundry 功能	https://learn.microsoft.com/en-us/azure/foundry/concepts/capabilities
在 Azure Government 区域和终结点中使用 Foundry	https://learn.microsoft.com/en-us/azure/foundry/concepts/foundry-azure-government
规划采用正式发布版的 Microsoft Foundry	https://learn.microsoft.com/en-us/azure/foundry/concepts/general-availability
使用基准测试和排行榜比较 Foundry 模型	https://learn.microsoft.com/en-us/azure/foundry/concepts/model-benchmarks
规划 Microsoft Foundry 部署拓扑和治理	https://learn.microsoft.com/en-us/azure/foundry/concepts/planning
估算和管理 Foundry 微调成本	https://learn.microsoft.com/en-us/azure/foundry/fine-tuning/cost-management
使用 Foundry 生成合成训练数据	https://learn.microsoft.com/en-us/azure/foundry/fine-tuning/data-generation
了解 Foundry 中的交互式训练选项	https://learn.microsoft.com/en-us/azure/foundry/fine-tuning/interactive-post-training/overview
选择 Foundry 中的微调方法和层级	https://learn.microsoft.com/en-us/azure/foundry/fine-tuning/overview
在 Microsoft Foundry 中选择和比较 Claude 模型	https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/claude-models
规划并了解 Foundry 中的 Claude CCU 计费	https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/claude-models-billing
比较 Claude 模型的 Azure 和 Anthropic 托管方式	https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/claude-models-hosting-comparison
根据场景选择 Foundry 模型部署类型	https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/deployment-types
在 Azure Government 中选择 Foundry 部署类型	https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/deployment-types-gov
在 Microsoft Foundry 中规划并执行模型迁移	https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/model-migration
在 Foundry 中管理模型版本和升级策略	https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/model-versions
在 Foundry Gov 中选择和管理模型版本策略	https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/model-versions-gov
选择合作伙伴和社区 Foundry 模型	https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-from-partners
根据功能和区域选择 Azure 直接销售的 Foundry 模型	https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure
根据区域和类型选择 Azure Government Foundry 模型	https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure-gov
将应用程序从 GitHub Models 迁移到 Foundry	https://learn.microsoft.com/en-us/azure/foundry/foundry-models/how-to/quickstart-github-models
为 Foundry Agent Service 规划灾难恢复	https://learn.microsoft.com/en-us/azure/foundry/how-to/agent-service-disaster-recovery
使用 Foundry 模型排行榜进行选择	https://learn.microsoft.com/en-us/azure/foundry/how-to/benchmark-model-in-catalog
选择 Microsoft Foundry SDK 和项目终结点	https://learn.microsoft.com/en-us/azure/foundry/how-to/develop/sdk-overview
在 Foundry 中选择和使用医疗保健 AI 模型	https://learn.microsoft.com/en-us/azure/foundry/how-to/healthcare-ai/healthcare-ai-models
选择并实现 Foundry 应用集成模式	https://learn.microsoft.com/en-us/azure/foundry/how-to/integrate-with-other-apps
规划并执行从 Foundry 经典门户的迁移	https://learn.microsoft.com/en-us/azure/foundry/how-to/navigate-from-classic
将 Azure OpenAI 资源升级到 Microsoft Foundry	https://learn.microsoft.com/en-us/azure/foundry/how-to/upgrade-azure-openai
为 Azure OpenAI 选择内容流式传输模式	https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/content-streaming
选择 GPT Realtime Transcribe，实现低延迟流式传输	https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/gpt-realtime-whisper
规划 Foundry 模型退役和替代方案	https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/model-retirement-schedule
使用 Azure Government 模型退役计划进行迁移	https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/model-retirement-schedule-gov
根据 Foundry Models 生命周期和退役计划进行规划	https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/model-retirements
规划 Azure Government 中的 Foundry 模型生命周期	https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/model-retirements-gov
在 Foundry 中启用并评估优先处理	https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/priority-processing
判断何时使用 Azure OpenAI 提示词转换	https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/prompt-transformation
选择 PTU 计费模式并管理成本	https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/provisioned-throughput-billing
识别已退役的 Foundry 模型及其替代方案	https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/retired-models
评估模型路由器的质量、成本和延迟	https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/evaluate-model-router
为 Azure OpenAI 选择和使用 Flex 处理	https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/flex-processing
在 Foundry Agent 中有效使用模型路由器	https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/model-router-agents
为 Foundry 工作负载确定预配吞吐量单位的规模	https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/provisioned-throughput-sizing
从预览版迁移到正式发布版 GPT Realtime API 协议	https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/realtime-audio-preview-api-migration-guide

架构与设计模式

主题	URL
在 BYO VNet 中规划 Foundry Agent Service 网络	https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/agents-networking-deep-dive
在 Foundry 中设计可靠的长时间运行托管 Agent	https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/long-running-agent-resilience
设置具有数据隔离功能的标准 Agent 资源	https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/standard-agent-setup
为 Foundry 工具箱设计可扩展的工具搜索模式	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/tool-search
为 Foundry Agent 设计网络隔离的工具箱	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/toolbox-network-isolation
选择通过 Responses API 进行程序化工具调用	https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/programmatic-tool-calling

限额与配额

主题	URL
评估 Agent 优化器的成本和令牌用量	https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/agent-optimizer-costs
了解托管 Agent 的持久状态存储限额	https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/agent-state-store
Microsoft Foundry Agent Service 的配额和限额	https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/limits-quotas-regions
了解 Foundry 中向量存储的限额和过期时间	https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/vector-stores
管理 Foundry 托管 Agent 和空闲超时	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/manage-hosted-agent
管理 Foundry 托管 Agent 会话和超时	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/manage-hosted-sessions
在 Microsoft Foundry Agent 中使用函数调用	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/function-calling
评估 Foundry 的区域支持和速率限制	https://learn.microsoft.com/en-us/azure/foundry/concepts/evaluation-regions-limits-virtual-network
在 Foundry 中设置 AI Gateway 令牌限额和配额	https://learn.microsoft.com/en-us/azure/foundry/configuration/enable-ai-api-management-gateway-portal
在 Foundry Control Plane 中配置令牌速率限制和配额	https://learn.microsoft.com/en-us/azure/foundry/control-plane/how-to-enforce-limits-models
了解 Foundry 中 Claude 模型的配额和速率限制	https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/claude-models-quotas-limits
Foundry Models 配额和限额参考	https://learn.microsoft.com/en-us/azure/foundry/foundry-models/quotas-limits
比较 Fireworks 模型目录的限额和区域	https://learn.microsoft.com/en-us/azure/foundry/how-to/fireworks/fireworks-model-catalog
使用配额微调和部署 CxrReportGen Premium	https://learn.microsoft.com/en-us/azure/foundry/how-to/healthcare-ai/fine-tune-cxrreportgen-premium
管理 Foundry 模型部署配额和 TPM 限额	https://learn.microsoft.com/en-us/azure/foundry/how-to/quota
管理 Foundry 模型的预配吞吐量配额	https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/provisioned-throughput
使用 Azure OpenAI 全局批处理配额	https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/batch
在 Foundry 中管理 Azure OpenAI 配额和速率限制	https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/quota
查看 Microsoft Foundry 中 Azure OpenAI 的配额和限额	https://learn.microsoft.com/en-us/azure/foundry/openai/quotas-limits
美国政府版 Azure OpenAI 配额和限额参考	https://learn.microsoft.com/en-us/azure/foundry/openai/quotas-limits-gov
为 Azure Foundry 语音 Agent 项目流式传输音频	https://learn.microsoft.com/en-us/azure/foundry/reference/rest/agent-endpoint-conversations-get-agent-conversation-audio-item-content
为 Azure Foundry 语音 Agent 流式传输生成的音频	https://learn.microsoft.com/en-us/azure/foundry/reference/rest/agent-endpoint-conversations-get-agent-conversation-generated-audio-item-content
在 Azure Foundry Agent 会话沙盒中删除文件和目录	https://learn.microsoft.com/en-us/azure/foundry/reference/rest/agent-session-files-delete-session-file
将文件上传到 Azure Foundry Agent 会话沙盒	https://learn.microsoft.com/en-us/azure/foundry/reference/rest/agent-session-files-upload-session-file
与 Azure Foundry 托管 Agent 建立 WebSocket 连接	https://learn.microsoft.com/en-us/azure/foundry/reference/rest/agent-websocket-connect-endpoint-websocket
通过 SSE 流式传输 Azure Foundry 托管 Agent 会话的控制台日志	https://learn.microsoft.com/en-us/azure/foundry/reference/rest/agents-get-session-log-stream

安全

主题	URL
将 Foundry Agent 与 Microsoft Agent 365 集成	https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/agent-365-integration
为 Foundry Agent 终结点选择授权选项	https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/agent-endpoint-authorization
了解和管理 Foundry Agent 身份	https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/agent-identity
为 Foundry 中的 A2A 工具选择身份验证方法	https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/agent-to-agent-authentication
管理委托 Agent 访问的 Entra 同意	https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/entra-delegated-access-consent
Foundry 托管 Agent 权限参考	https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/hosted-agent-permissions
使用托管 Agent 令牌服务进行下游访问	https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/hosted-agent-token-service
为 Foundry 工具选择用户委托方法	https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/user-delegation
为 Foundry Agent Service 设置安全环境	https://learn.microsoft.com/en-us/azure/foundry/agents/environment-setup
为 Foundry 托管 Agent 添加 RAI 护栏	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/add-hosted-agent-guardrails
发布并保护 Microsoft Foundry Agent 应用程序	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/agent-applications
为 Foundry 配置 Agent 365 数据收集	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/configure-agent-365-data-collection
为 Foundry Agent 配置终结点授权	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/configure-agent-endpoint-authorization
为 Foundry Agent 工具配置用户委托	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/configure-user-delegation
在 Entra 中分配 Agent 365 可观测性应用角色	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/grant-agent-365-permissions
隔离 Microsoft Foundry 托管 Agent 会话	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/isolate-sessions-per-user
控制并禁用 Grounding with Bing 访问	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/manage-grounding-with-bing
为 Foundry Agent 配置 MCP 服务身份验证	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/mcp-authentication
在 Foundry Agent 会话中安全地复用用户	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/multiplex-session-users
将 Foundry Agent 隔离密钥迁移为身份	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/pass-isolation-keys
保护 Foundry 托管 Agent 使用的专用容器注册表	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/private-registry-connections
在 Foundry Agent 中安全使用计算机使用工具	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/computer-use
通过 AI 网关和 API Management 管理 MCP 工具	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/governance
在保留访问控制的同时，使用 SharePoint 为 Foundry Agent 提供依据	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/sharepoint
配置工具箱身份验证和身份传递	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/tool-authentication
为 Foundry Agent Service 配置专用网络	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/virtual-networks
将提升的 Azure 角色映射到 Foundry 管理员任务	https://learn.microsoft.com/en-us/azure/foundry/concepts/administrator-guide
为 Microsoft Foundry 配置身份验证和 RBAC	https://learn.microsoft.com/en-us/azure/foundry/concepts/authentication-authorization-foundry
为 Foundry 评估配置 VNet 支持	https://learn.microsoft.com/en-us/azure/foundry/concepts/evaluation-virtual-network
在 Microsoft Foundry 中配置 RBAC 角色和范围	https://learn.microsoft.com/en-us/azure/foundry/concepts/rbac-foundry
使用 Entra 管理控制 Foundry Agent 的可用性	https://learn.microsoft.com/en-us/azure/foundry/control-plane/govern-agent-infrastructure-entra-admin
为 Foundry 控制平面配置合规性和安全性	https://learn.microsoft.com/en-us/azure/foundry/control-plane/how-to-manage-compliance-security
创建并应用 Foundry 护栏策略	https://learn.microsoft.com/en-us/azure/foundry/control-plane/quickstart-create-guardrail-policy
为 Foundry Models 配置 Entra ID 无密钥身份验证	https://learn.microsoft.com/en-us/azure/foundry/foundry-models/how-to/configure-entra-id
了解 Microsoft Foundry 中的默认安全策略	https://learn.microsoft.com/en-us/azure/foundry/guardrails/default-safety-policies
为 Agent 配置引导式安全与防护护栏	https://learn.microsoft.com/en-us/azure/foundry/guardrails/guided-set-up
将 Microsoft Foundry 资源添加到网络安全外围	https://learn.microsoft.com/en-us/azure/foundry/how-to/add-foundry-to-network-security-perimeter
为 Microsoft Foundry 治理创建自定义 Azure Policy	https://learn.microsoft.com/en-us/azure/foundry/how-to/custom-policy-definition
在 LangChain 中应用 Foundry Content Safety 中间件	https://learn.microsoft.com/en-us/azure/foundry/how-to/develop/langchain-middleware
在 Microsoft Foundry 环境中限制预览功能	https://learn.microsoft.com/en-us/azure/foundry/how-to/disable-preview-features
为 Microsoft Foundry 配置托管虚拟网络	https://learn.microsoft.com/en-us/azure/foundry/how-to/managed-virtual-network
使用内置 Azure Policy 管理 Foundry 模型部署	https://learn.microsoft.com/en-us/azure/foundry/how-to/model-deployment-policy
使用 Azure Policy 管理 Foundry 模型路由器部署	https://learn.microsoft.com/en-us/azure/foundry/how-to/model-router-policy
对 Foundry MCP Server 工具应用安全与治理	https://learn.microsoft.com/en-us/azure/foundry/mcp/security-best-practices
控制并管理 Foundry 中的跟踪数据收集	https://learn.microsoft.com/en-us/azure/foundry/observability/concepts/trace-data
为 Microsoft Foundry 评估工作流分配角色	https://learn.microsoft.com/en-us/azure/foundry/observability/how-to/evaluation-permissions
为 Foundry 跟踪数据注入配置 Entra 身份验证	https://learn.microsoft.com/en-us/azure/foundry/observability/how-to/trace-ingestion-entra-authentication
限制对 Foundry 跟踪数据中敏感内容的访问	https://learn.microsoft.com/en-us/azure/foundry/observability/how-to/traces-sensitive-content
为 Foundry 中的 Azure OpenAI 设计安全系统消息	https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/system-message
对微调模型应用安全评估	https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/fine-tuning-safety-evaluation
为 Azure Foundry Agent 终结点创建托管会话	https://learn.microsoft.com/en-us/azure/foundry/reference/rest/agents-create-session
获取 Azure Foundry 数据集的 SAS 凭据	https://learn.microsoft.com/en-us/azure/foundry/reference/rest/datasets-get-credentials
获取 Azure Foundry 模型资产的临时存储凭据	https://learn.microsoft.com/en-us/azure/foundry/reference/rest/models-get-credentials
为 Azure Foundry 会话创建短期 Realtime 客户端密钥	https://learn.microsoft.com/en-us/azure/foundry/reference/rest/realtime-create-realtime-client-secret
为 Azure Foundry 客户端创建临时令牌和 Realtime 会话	https://learn.microsoft.com/en-us/azure/foundry/reference/rest/realtime-create-realtime-session
在 Azure Foundry 中创建临时转录会话和令牌	https://learn.microsoft.com/en-us/azure/foundry/reference/rest/realtime-create-realtime-transcription-session
在 Azure Foundry 中创建短期翻译客户端密钥和会话	https://learn.microsoft.com/en-us/azure/foundry/reference/rest/realtime-create-realtime-translation-client-secret
为 Foundry Agent Service 配置数据隐私和安全性	https://learn.microsoft.com/en-us/azure/foundry/responsible-ai/agents/data-privacy-security
了解 Foundry 中 Claude 模型的数据隐私	https://learn.microsoft.com/en-us/azure/foundry/responsible-ai/claude-models/data-privacy
了解 Foundry Models 的数据隐私和安全性	https://learn.microsoft.com/en-us/azure/foundry/responsible-ai/openai/data-privacy

配置

主题	URL
使用 agent.yaml 架构定义 Foundry 托管 Agent	https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/agent-yaml-reference
使用 azd azure.yaml 参考配置托管 Agent	https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/azure-yaml-reference
为 Foundry Agent Service 配置功能主机	https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/capability-hosts
在 Foundry 中实现托管 Agent 运行时契约	https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/hosted-agent-contract
监控和评估 Foundry 语音 Agent	https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/voice-agent-observability
为 Foundry Agent 添加人工介入暂停	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/add-human-in-the-loop
使用 Agent Inspector 检查本地 Foundry Agent	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/agent-inspector
为 Foundry 托管 Agent 编写 azure.yaml 配置	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/author-azure-yaml
为 azd 配置 Foundry 项目上下文	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/cli-project-context
配置和发布 Microsoft Foundry Agent 终结点	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/configure-agent
为 Foundry 托管 Agent 配置环境变量	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/configure-hosted-agent-env-variables
为 Foundry 托管 Agent 配置 OpenTelemetry 导出	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/configure-hosted-agent-telemetry
配置 Microsoft Foundry 语音 Agent	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/configure-voice-agent
在 Agent Service 中配置 Connected Foundry Models	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/connected-models
在 Azure OpenAI 中禁用经典 Agent 和助手	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/disable-classic-agents
为 Foundry IQ 配置专用入站连接	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/foundry-iq-tutorial-private-inbound
为 Foundry IQ 配置专用出站依赖项	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/foundry-iq-tutorial-private-outbound
使用 azd 初始化托管 Agent 项目	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/init-agent-project
安装并验证 azd Foundry AI 扩展	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/install-cli-foundry-extensions
为长时间运行的 Foundry Agent 配置持久状态	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/manage-task-state
流式传输和筛选 Foundry 托管 Agent 日志	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/monitor-hosted-agent-logs
为 Foundry Agent 配置专用技能目录	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/private-skill-catalog
使用 API Center 创建专用 MCP 工具目录	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/private-tool-catalog
通过 REST 将 Foundry Agent 发布到 Microsoft 365 和 Teams	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/publish-copilot-virtual-network
为 Foundry 可观测性注册外部 Agent	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/register-external-agent
为 Foundry 托管 Agent 配置本地运行设置	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/run-hosted-agent-locally
为 Foundry Agent 配置可重新连接的流式传输	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/stream-with-reconnect
为 Foundry Agent 配置结构化输入	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/structured-inputs
为 Foundry Agent 配置自定义 MCP 代码解释器	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/custom-code-interpreter
为 Microsoft Foundry Agent 编写和管理技能	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/skills
配置和管理 Microsoft Foundry 工具箱	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/toolbox
为 Foundry 托管 Agent 配置和管理工具箱	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/toolbox
通过 azd 更新 Foundry 托管 Agent 终结点	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/update-agent-endpoint-cli
重新配置 Foundry 托管 Agent 的模型部署	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/update-hosted-agent-model
使用编码 Agent 和脚本自动化 azd AI 用法	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/use-cli-with-coding-agents
配置和管理 Foundry Agent 例程	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/use-routines
在 Microsoft Foundry 语音 Agent 中配置子 Agent	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/use-subagent-voice-first-agent
使用自己的 Azure 资源配置 Foundry Agent Service	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/use-your-own-resources
发布和共享 Foundry 语音 Agent	https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/voice-agent-channels-publish
为 Foundry 资源配置客户管理的密钥	https://learn.microsoft.com/en-us/azure/foundry/concepts/encryption-keys-portal
在 Foundry 中注册和配置自定义 Agent	https://learn.microsoft.com/en-us/azure/foundry/control-plane/register-custom-agent
为 Foundry 配置 Claude Code CLI 和 VS Code	https://learn.microsoft.com/en-us/azure/foundry/foundry-models/how-to/configure-claude-code
配置 Claude Desktop 以使用 Microsoft Foundry 推理	https://learn.microsoft.com/en-us/azure/foundry/foundry-models/how-to/configure-claude-desktop
为 Foundry 模型部署配置监控	https://learn.microsoft.com/en-us/azure/foundry/foundry-models/how-to/monitor-models
在 Foundry 中部署和使用 FLUX 图像模型	https://learn.microsoft.com/en-us/azure/foundry/foundry-models/how-to/use-foundry-models-flux
在 Foundry 中配置和使用 MAI-Thinking-1	https://learn.microsoft.com/en-us/azure/foundry/foundry-models/how-to/use-foundry-models-mai-thinking
在 Microsoft Foundry 中配置护栏和控制措施	https://learn.microsoft.com/en-us/azure/foundry/guardrails/how-to-create-guardrails
将 Microsoft Foundry 连接到客户管理的存储	https://learn.microsoft.com/en-us/azure/foundry/how-to/bring-your-own-azure-storage-foundry
为 Foundry Speech 和 Language 配置 BYOS 存储	https://learn.microsoft.com/en-us/azure/foundry/how-to/bring-your-own-azure-storage-speech-language-services
为 Foundry 配置 Private Link 网络隔离	https://learn.microsoft.com/en-us/azure/foundry/how-to/configure-private-link
在 Microsoft Foundry 中配置和添加连接	https://learn.microsoft.com/en-us/azure/foundry/how-to/connections-add
创建和配置 Microsoft Foundry 项目	https://learn.microsoft.com/en-us/azure/foundry/how-to/create-projects
使用 Terraform 预配 Microsoft Foundry 资源	https://learn.microsoft.com/en-us/azure/foundry/how-to/create-resource-terraform
为 Foundry 准备开发环境	https://learn.microsoft.com/en-us/azure/foundry/how-to/develop/install-cli-sdk
将 Microsoft Foundry Skill 与编码 Agent 配合使用	https://learn.microsoft.com/en-us/azure/foundry/how-to/develop/use-microsoft-foundry-skill
为 Microsoft Foundry 配置诊断日志记录	https://learn.microsoft.com/en-us/azure/foundry/how-to/diagnostic-logging
从 Microsoft Foundry 门户运行评估	https://learn.microsoft.com/en-us/azure/foundry/how-to/evaluate-generative-ai-app
在 Foundry 门户中查看和分析评估结果	https://learn.microsoft.com/en-us/azure/foundry/how-to/evaluate-results
在 Foundry 中导入和部署自定义 Fireworks 模型	https://learn.microsoft.com/en-us/azure/foundry/how-to/fireworks/import-custom-models
为 Foundry 配置运行状况和性能警报	https://learn.microsoft.com/en-us/azure/foundry/how-to/stay-informed-service-health
为 Foundry Agent 配置和使用 Insights	https://learn.microsoft.com/en-us/azure/foundry/observability/how-to/agent-insights
在 Foundry 中配置和运行基准评估	https://learn.microsoft.com/en-us/azure/foundry/observability/how-to/benchmark-evaluations
使用 Foundry SDK 设置云评估	https://learn.microsoft.com/en-us/azure/foundry/observability/how-to/cloud-evaluation
通过 Foundry SDK 评估已部署的交互	https://learn.microsoft.com/en-us/azure/foundry/observability/how-to/cloud-evaluation-deployed-interactions
检索和解读 Foundry 云评估结果	https://learn.microsoft.com/en-us/azure/foundry/observability/how-to/cloud-evaluation-results
使用 Foundry 评估数据集架构和字段	https://learn.microsoft.com/en-us/azure/foundry/observability/how-to/evaluation-dataset-schema
准备和构建 Foundry 评估数据集	https://learn.microsoft.com/en-us/azure/foundry/observability/how-to/evaluation-datasets
使用 Agent Monitoring Dashboard 监控 Foundry Agent	https://learn.microsoft.com/en-us/azure/foundry/observability/how-to/how-to-monitor-agents-dashboard
为 Foundry Agent 设置人工评估	https://learn.microsoft.com/en-us/azure/foundry/observability/how-to/human-evaluation
使用 OpenTelemetry 配置最终用户反馈日志记录	https://learn.microsoft.com/en-us/azure/foundry/observability/how-to/log-end-user-feedback
使用 Foundry 中的 Trace Replay 分析 Agent 跟踪	https://learn.microsoft.com/en-us/azure/foundry/observability/how-to/trace-agent-replay
使用 Application Insights 为 AI Agent 设置跟踪	https://learn.microsoft.com/en-us/azure/foundry/observability/how-to/trace-agent-setup
将 Foundry Agent 跟踪转换为评估数据集	https://learn.microsoft.com/en-us/azure/foundry/observability/how-to/traces-to-dataset
为托管 Agent 配置和运行评估	https://learn.microsoft.com/en-us/azure/foundry/observability/quickstarts/quickstart-evaluate-hosted-agent
在 Foundry 中配置和使用 Azure OpenAI v1 API	https://learn.microsoft.com/en-us/azure/foundry/openai/api-version-lifecycle
为 Foundry 中的 RAG 配置依据性检测	https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/content-filter-groundedness
配置 GPT-Live 事件和会话设置	https://learn.microsoft.com/en-us/azure/foundry/openai/gpt-live-reference
自动化 Azure OpenAI 部署和 TPM 配额设置	https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/automate-quota-deployments
配置 Azure OpenAI 图像生成模型	https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/dall-e
配置 GPT-Live 委派和客户端操作	https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/gpt-live-delegation
在 Foundry 中配置和使用模型路由器	https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/model-router
检查模型路由器元数据以分析路由	https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/monitor-model-router
为 Responses API shell 创建和管理可复用技能	https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/skills
为预配的 Azure OpenAI 部署配置溢出流量管理	https://learn.microsoft.com/en-us/azure/foundry/openai/how-to/spillover-traffic-management
使用 Azure Monitor 监控 Azure OpenAI Foundry	https://learn.microsoft.com/en-us/azure/foundry/openai/monitor-openai-reference
在 Foundry 中配置 Azure OpenAI Realtime API 事件	https://learn.microsoft.com/en-us/azure/foundry/openai/realtime-audio-reference
为 Foundry GPT 部署配置文本水印	https://learn.microsoft.com/en-us/azure/foundry/responsible-ai/content-safety/enable-text-watermarking-gpt-models