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.NET: Add Hosted-AgentSkills sample with Foundry Skills integration (#6013)
* .NET: Add Hosted-AgentSkills sample for Foundry Skills integration Add a new hosted agent sample that demonstrates how to load behavioral guidelines from Foundry Skills at startup using AgentSkillsProvider and the progressive disclosure pattern (advertise -> load on demand). The sample: - Downloads SKILL.md files from Foundry via ProjectAgentSkills SDK - Extracts ZIP archives with zip-slip protection - Wires skills into AgentSkillsProvider as an AIContextProvider - Hosts the agent via the Responses protocol Ships two Contoso Outdoors skills matching the Python sample (PR #5822): - support-style: tone, formatting, signature guidelines - escalation-policy: when and how to escalate tickets Includes convenience provisioning gated behind PROVISION_SAMPLE_SKILLS env var, clearly documented as NOT a production pattern. Closes #5776 Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * .NET: Add unit tests and integration test for Hosted-AgentSkills Unit tests (14 tests, all passing): - ZIP extraction with zip-slip guard (valid archive, traversal attack, sibling-prefix attack, directory entries) - Skill name validation (rejects dots, separators, traversal patterns) - AgentSkillsProvider with downloaded skills (advertises both skills, load_skill returns canary tokens, unknown skill returns error) Container integration test: - New 'agent-skills' scenario in the test container that creates Contoso Outdoors skills on disk and wires AgentSkillsProvider - AgentSkillsHostedAgentFixture + 4 integration tests verifying: - Routine questions load support-style skill (STYLE-CANARY-3318) - Escalation triggers load escalation-policy (ESC-CANARY-7742) - Skills are advertised in system prompt - load_skill tool is invoked via FunctionCallContent Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * .NET: Add smoke test, bootstrap, and docs for agent-skills integration - Add scripts/smoke.ps1 for local Docker smoke testing: builds the contributor image, runs the container, verifies both skills are loaded via canary tokens (STYLE-CANARY-3318, ESC-CANARY-7742) - Add 'agent-skills' to the bootstrap script scenario list - Add agent-skills row to the integration test README scenarios table - Exclude HostedAgentSkillsPatternTests from net472 (uses net8.0+ APIs) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * .NET: Update commented-out package versions to latest across all hosted samples Update the end-user PackageReference versions (in the commented-out sections) from 1.0.0 to the current latest NuGet versions: - Microsoft.Agents.AI: 1.6.1 - Microsoft.Agents.AI.Foundry: 1.6.1-preview.260514.1 - Microsoft.Agents.AI.Foundry.Hosting: 1.6.1-preview.260514.1 - Microsoft.Agents.AI.Hosting: 1.6.1-preview.260514.1 - Microsoft.Agents.AI.OpenAI: 1.6.1 - Microsoft.Agents.AI.Workflows: 1.6.1 Also adds explicit versions to Hosted-Workflow-Handoff which had bare PackageReference entries without Version attributes. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * .NET: Fix broken markdown links in Hosted-AgentSkills README Remove references to non-existent ../../README.md. Replace with inline instructions matching other hosted samples that don't have a parent README. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * .NET: Use OS-appropriate string comparison in zip-slip guard Use Ordinal on Unix (case-sensitive FS) and OrdinalIgnoreCase on Windows to prevent case-based path bypass on Linux containers. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
This commit is contained in:
Roger Barreto
Copilot
+14
@@ -0,0 +1,14 @@
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AZURE_AI_PROJECT_ENDPOINT=<your-azure-ai-project-endpoint>
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ASPNETCORE_URLS=http://+:8088
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ASPNETCORE_ENVIRONMENT=Development
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AZURE_AI_MODEL_DEPLOYMENT_NAME=gpt-4o
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AGENT_NAME=hosted-agent-skills
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SKILL_NAMES=support-style,escalation-policy
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# Set to true to provision sample skills to Foundry on startup (first-run convenience).
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# In production, skills are provisioned externally — leave this unset or false.
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PROVISION_SAMPLE_SKILLS=true
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AZURE_BEARER_TOKEN=DefaultAzureCredential
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# When running outside the Foundry platform the platform-injected isolation keys are absent.
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# These two variables provide fallback values for local Docker debugging only.
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HOSTED_USER_ISOLATION_KEY=local-dev-user
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HOSTED_CHAT_ISOLATION_KEY=local-dev-chat
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@@ -0,0 +1,26 @@
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# Dockerfile for end-users consuming the Agent Framework via NuGet packages.
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#
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# This Dockerfile performs a full `dotnet restore` and `dotnet publish` inside the container,
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# which only succeeds when the project references its dependencies via PackageReference (see the
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# commented-out section in HostedAgentSkills.csproj). Contributors building from the
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# agent-framework repository source must use Dockerfile.contributor instead because
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# ProjectReference dependencies live outside this folder and cannot be restored from inside
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# this build context.
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#
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# Use the official .NET 10.0 ASP.NET runtime as a parent image
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FROM mcr.microsoft.com/dotnet/aspnet:10.0 AS base
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WORKDIR /app
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FROM mcr.microsoft.com/dotnet/sdk:10.0 AS build
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WORKDIR /src
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COPY . .
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RUN dotnet restore
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RUN dotnet publish -c Release -o /app/publish
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# Final stage
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FROM base AS final
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WORKDIR /app
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COPY --from=build /app/publish .
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EXPOSE 8088
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ENV ASPNETCORE_URLS=http://+:8088
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ENTRYPOINT ["dotnet", "HostedAgentSkills.dll"]
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+23
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# Dockerfile for contributors building from the agent-framework repository source.
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#
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# This project uses ProjectReference to the local Microsoft.Agents.AI source,
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# which means a standard multi-stage Docker build cannot resolve dependencies outside
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# this folder. Instead, pre-publish the app targeting the container runtime and copy
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# the output into the container:
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#
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# dotnet publish -c Debug -f net10.0 -r linux-musl-x64 --self-contained false -o out
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# docker build -f Dockerfile.contributor -t hosted-agent-skills .
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# docker run --rm -p 8088:8088 \
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# -e AGENT_NAME=hosted-agent-skills \
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# -e HOSTED_USER_ISOLATION_KEY=alice \
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# -e HOSTED_CHAT_ISOLATION_KEY=alice-chat-1 \
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# --env-file .env hosted-agent-skills
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#
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# For end-users consuming the NuGet package (not ProjectReference), use the standard
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# Dockerfile which performs a full dotnet restore + publish inside the container.
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FROM mcr.microsoft.com/dotnet/aspnet:10.0-alpine AS final
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WORKDIR /app
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COPY out/ .
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EXPOSE 8088
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ENV ASPNETCORE_URLS=http://+:8088
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ENTRYPOINT ["dotnet", "HostedAgentSkills.dll"]
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+40
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<Project Sdk="Microsoft.NET.Sdk.Web">
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<PropertyGroup>
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<TargetFrameworks>net10.0</TargetFrameworks>
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<Nullable>enable</Nullable>
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<ImplicitUsings>enable</ImplicitUsings>
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<CentralPackageTransitivePinningEnabled>false</CentralPackageTransitivePinningEnabled>
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<RootNamespace>HostedAgentSkills</RootNamespace>
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<AssemblyName>HostedAgentSkills</AssemblyName>
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<NoWarn>$(NoWarn);MEAI001;OPENAI001;AAIP001</NoWarn>
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</PropertyGroup>
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<ItemGroup>
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<PackageReference Include="Azure.AI.Projects" />
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<PackageReference Include="Azure.Identity" />
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<PackageReference Include="DotNetEnv" />
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</ItemGroup>
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<!-- For contributors: uses ProjectReference to build against local source -->
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<ItemGroup>
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<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI\Microsoft.Agents.AI.csproj" />
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<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Foundry\Microsoft.Agents.AI.Foundry.csproj" />
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<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Foundry.Hosting\Microsoft.Agents.AI.Foundry.Hosting.csproj" />
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<ProjectReference Include="..\Hosted_Shared_Contributor_Setup\Hosted_Shared_Contributor_Setup.csproj" />
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</ItemGroup>
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<!-- For end-users: uncomment the PackageReference below and remove the ProjectReferences above
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<ItemGroup>
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<PackageReference Include="Microsoft.Agents.AI" Version="1.6.1" />
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<PackageReference Include="Microsoft.Agents.AI.Foundry" Version="1.6.1-preview.260514.1" />
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<PackageReference Include="Microsoft.Agents.AI.Foundry.Hosting" Version="1.6.1-preview.260514.1" />
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</ItemGroup>
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-->
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<!-- Include the skills/ directory in the publish output so the sample can provision them -->
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<ItemGroup>
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<None Include="skills\**\*" CopyToOutputDirectory="PreserveNewest" />
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</ItemGroup>
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</Project>
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+215
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// Copyright (c) Microsoft. All rights reserved.
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// Hosted-AgentSkills
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//
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// Demonstrates how to host an agent that loads its behavioral guidelines from Foundry Skills at
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// startup. Skills are authored as SKILL.md files, uploaded to Foundry via the Skills REST API,
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// and downloaded by the agent on boot so guideline updates ship without code changes.
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//
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// The agent uses AgentSkillsProvider from the Agent Framework which implements the progressive
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// disclosure pattern from the Agent Skills specification (https://agentskills.io/):
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// 1. Advertise — skill names and descriptions are injected into the system prompt.
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// 2. Load — the model calls load_skill to retrieve the full SKILL.md body on demand.
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//
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// IMPORTANT: In production, skill provisioning (uploading SKILL.md files to Foundry) is an
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// external concern — it is NOT the hosted agent's responsibility. The provisioning helper below
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// is included for sample convenience only, so the sample is self-contained and runnable without
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// a separate setup step. A real deployment pipeline would provision skills separately (e.g., via
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// a CI/CD step, a CLI script, or a management portal).
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#pragma warning disable AAIP001 // ProjectAgentSkills is experimental
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using System.ClientModel;
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using System.IO.Compression;
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using Azure.AI.Projects;
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using Azure.AI.Projects.Agents;
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using Azure.Core;
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using Azure.Identity;
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using DotNetEnv;
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using Hosted_Shared_Contributor_Setup;
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using Microsoft.Agents.AI;
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using Microsoft.Agents.AI.Foundry.Hosting;
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using Microsoft.Extensions.AI;
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// Load .env file if present (for local development)
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Env.TraversePath().Load();
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string endpoint = Environment.GetEnvironmentVariable("AZURE_AI_PROJECT_ENDPOINT")
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?? throw new InvalidOperationException("AZURE_AI_PROJECT_ENDPOINT is not set.");
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string deploymentName = Environment.GetEnvironmentVariable("AZURE_AI_MODEL_DEPLOYMENT_NAME") ?? "gpt-4o";
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string skillNames = Environment.GetEnvironmentVariable("SKILL_NAMES")
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?? throw new InvalidOperationException("SKILL_NAMES is not set. Provide a comma-separated list of skill names (e.g., support-style,escalation-policy).");
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string[] requestedSkills = skillNames.Split(',', StringSplitOptions.RemoveEmptyEntries | StringSplitOptions.TrimEntries);
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if (requestedSkills.Length == 0)
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{
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throw new InvalidOperationException("SKILL_NAMES must list at least one skill name.");
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}
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// Validate skill names to prevent path traversal.
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foreach (string name in requestedSkills)
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{
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if (name.Contains('.') || name.Contains('/') || name.Contains('\\') || Path.IsPathRooted(name))
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{
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throw new InvalidOperationException(
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$"Invalid skill name '{name}': skill names must not contain path separators or dots.");
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}
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}
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// Use a chained credential: try a temporary dev token first (for local Docker debugging),
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// then fall back to DefaultAzureCredential (for local dev via dotnet run / managed identity in production).
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TokenCredential credential = new ChainedTokenCredential(
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new DevTemporaryTokenCredential(),
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new DefaultAzureCredential());
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AIProjectClient projectClient = new(new Uri(endpoint), credential);
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ProjectAgentSkills skillsClient = projectClient.AgentAdministrationClient.GetAgentSkills();
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// ── Provision skills (sample convenience only — NOT a production pattern) ─────
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// In production, skills are provisioned externally (e.g., via CI/CD or a management script).
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// This helper ensures the sample's SKILL.md files exist in Foundry so the sample is runnable
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// out of the box without a separate setup step. Set PROVISION_SAMPLE_SKILLS=true to enable.
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string sourceSkillsDir = Path.Combine(AppContext.BaseDirectory, "skills");
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bool provisionEnabled = string.Equals(
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Environment.GetEnvironmentVariable("PROVISION_SAMPLE_SKILLS"), "true", StringComparison.OrdinalIgnoreCase);
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if (provisionEnabled && Directory.Exists(sourceSkillsDir))
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{
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await EnsureSkillsProvisionedAsync(skillsClient, sourceSkillsDir, requestedSkills);
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}
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// ── Download skills from Foundry ─────────────────────────────────────────────
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// Pull the latest copy of each skill from Foundry into a runtime-only folder.
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// This directory is recreated on every startup so the agent always picks up
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// the latest version of each skill.
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string downloadedSkillsDir = Path.Combine(AppContext.BaseDirectory, "downloaded_skills");
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await DownloadSkillsAsync(skillsClient, requestedSkills, downloadedSkillsDir);
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// ── Wire skills into the agent ───────────────────────────────────────────────
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// AgentSkillsProvider implements progressive disclosure: skill names and descriptions
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// are advertised in the system prompt (~100 tokens per skill), and the full SKILL.md
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// body is loaded on demand when the model calls the load_skill tool.
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AgentSkillsProvider skillsProvider = new(downloadedSkillsDir);
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ChatClientAgent agent = projectClient.AsAIAgent(new ChatClientAgentOptions
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{
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Name = Environment.GetEnvironmentVariable("AGENT_NAME") ?? "hosted-agent-skills",
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ChatOptions = new ChatOptions
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{
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ModelId = deploymentName,
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Instructions = "You are a customer-support assistant for Contoso Outdoors.",
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},
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AIContextProviders = [skillsProvider]
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});
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// Host the agent as a Foundry Hosted Agent using the Responses API.
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var builder = WebApplication.CreateBuilder(args);
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builder.Services.AddFoundryResponses(agent);
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builder.Services.AddDevTemporaryLocalContributorSetup(); // Local Docker debugging only - must not be used in production.
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var app = builder.Build();
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app.MapFoundryResponses();
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// Contributor-only: in Development, also map the per-agent OpenAI route shape that live Foundry uses
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// so a local REPL client can target this server via AIProjectClient.AsAIAgent(Uri agentEndpoint).
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// Do not use this in production. Hosted Foundry agents only support the agent-endpoint path.
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app.MapDevTemporaryLocalAgentEndpoint();
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app.Run();
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// ── Helpers ──────────────────────────────────────────────────────────────────
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// Downloads each named skill from Foundry and extracts the ZIP archive into a
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// separate subdirectory under the target directory.
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static async Task DownloadSkillsAsync(ProjectAgentSkills skillsClient, string[] skillNames, string targetDir)
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{
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if (Directory.Exists(targetDir))
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{
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Directory.Delete(targetDir, recursive: true);
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}
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Directory.CreateDirectory(targetDir);
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foreach (string name in skillNames)
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{
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Console.WriteLine($"Downloading skill '{name}' from Foundry...");
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BinaryData zipData = await skillsClient.DownloadSkillAsync(name);
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string skillDir = Path.Combine(targetDir, name);
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Directory.CreateDirectory(skillDir);
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using var zipStream = zipData.ToStream();
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using var archive = new ZipArchive(zipStream, ZipArchiveMode.Read);
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SafeExtractZip(archive, skillDir);
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if (!File.Exists(Path.Combine(skillDir, "SKILL.md")))
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{
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throw new InvalidOperationException(
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$"Downloaded archive for '{name}' did not contain a SKILL.md at the root.");
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}
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}
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}
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// Extracts a ZIP archive into a destination directory, rejecting entries that would
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// escape the target path (zip-slip guard).
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static void SafeExtractZip(ZipArchive archive, string destinationDir)
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{
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string destRoot = Path.GetFullPath(destinationDir);
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string destRootWithSep = Path.EndsInDirectorySeparator(destRoot)
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? destRoot
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: destRoot + Path.DirectorySeparatorChar;
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// Use ordinal comparison on Unix (case-sensitive FS) and ordinal-ignore-case on Windows.
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var comparison = OperatingSystem.IsWindows()
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? StringComparison.OrdinalIgnoreCase
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: StringComparison.Ordinal;
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foreach (ZipArchiveEntry entry in archive.Entries)
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{
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string entryPath = Path.GetFullPath(Path.Combine(destRoot, entry.FullName));
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if (!entryPath.StartsWith(destRootWithSep, comparison)
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&& !string.Equals(entryPath, destRoot, comparison))
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{
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throw new InvalidOperationException(
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$"Refusing to extract unsafe path '{entry.FullName}' outside of '{destRoot}'.");
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}
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if (string.IsNullOrEmpty(entry.Name))
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{
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// Directory entry — ensure it exists.
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Directory.CreateDirectory(entryPath);
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}
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else
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{
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Directory.CreateDirectory(Path.GetDirectoryName(entryPath)!);
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entry.ExtractToFile(entryPath, overwrite: true);
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}
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}
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}
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// Ensures each requested skill is provisioned in Foundry. For each skill name, checks whether
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// the skill exists and uploads it from the local source directory if it does not.
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//
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// This is a sample convenience helper — in production, skill provisioning is an external concern.
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static async Task EnsureSkillsProvisionedAsync(ProjectAgentSkills skillsClient, string sourceDir, string[] skillNames)
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{
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foreach (string name in skillNames)
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{
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string skillPath = Path.Combine(sourceDir, name);
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if (!Directory.Exists(skillPath) || !File.Exists(Path.Combine(skillPath, "SKILL.md")))
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{
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continue; // No local source for this skill — skip provisioning.
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}
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try
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{
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await skillsClient.GetSkillAsync(name);
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Console.WriteLine($"Skill '{name}' already exists in Foundry.");
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}
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catch (ClientResultException ex) when (ex.Status == 404)
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{
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Console.WriteLine($"Provisioning skill '{name}' from {skillPath}...");
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AgentsSkill imported = await skillsClient.CreateSkillFromPackageAsync(skillPath);
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Console.WriteLine($" Imported skill '{imported.Name}' (id={imported.SkillId}, has_blob={imported.HasBlob}).");
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}
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}
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}
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@@ -0,0 +1,109 @@
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# What this sample demonstrates
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An [Agent Framework](https://github.com/microsoft/agent-framework) agent that loads its behavioral guidelines from [**Foundry Skills**](https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/skills) at startup, hosted using the **Responses protocol**. Skills are authored once as `SKILL.md` files, uploaded to your Foundry project through the Skills REST API, and downloaded by the agent on boot so updates ship without code changes.
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## How It Works
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### Authoring skills
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Each skill is a Markdown file with a YAML front matter block. This sample ships two source skills under [`skills/`](skills/):
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| Skill | Purpose |
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|---|---|
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| [`support-style`](skills/support-style/SKILL.md) | Voice, formatting, and signature rules for Contoso Outdoors support replies. |
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| [`escalation-policy`](skills/escalation-policy/SKILL.md) | When and how to escalate a customer ticket. |
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Each `SKILL.md` includes a unique `*-CANARY-*` token that the model is asked to echo, so you can prove the skill was loaded from Foundry (not hallucinated) by checking the response.
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> The `name` and `description` values in the YAML front matter must be **unquoted** — quoting them causes the Skills REST API to return HTTP 500 on import.
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### Uploading skills
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|
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The sample includes a convenience provisioning step that checks whether each skill exists in Foundry and uploads it if not, gated behind the `PROVISION_SAMPLE_SKILLS=true` env var. **In production, skill provisioning is an external concern** — it is NOT the hosted agent's responsibility. A real deployment pipeline would provision skills separately (e.g., via a CI/CD step, a CLI script, or a management portal).
|
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|
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The provisioning uses `ProjectAgentSkills.CreateSkillFromPackageAsync(directoryPath)` from the `Azure.AI.Projects.Agents` SDK. The method packages the `SKILL.md` file as a ZIP and uploads it to Foundry.
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### Downloading skills at agent startup
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|
||||
[`Program.cs`](Program.cs) reads the comma-separated `SKILL_NAMES` env var and for each skill name downloads the ZIP archive from Foundry via `ProjectAgentSkills.DownloadSkillAsync(name)`, then unpacks it into a **separate runtime directory** at `downloaded_skills/<name>/` (kept distinct from the static `skills/` source folder).
|
||||
|
||||
An [`AgentSkillsProvider`](../../../../../src/Microsoft.Agents.AI/Skills/AgentSkillsProvider.cs) is then built over `downloaded_skills/` and attached to the agent as a context provider. The provider follows the [Agent Skills](https://agentskills.io/) progressive-disclosure pattern:
|
||||
|
||||
1. **Advertise** — skill names and descriptions are injected into the system prompt at session start (~100 tokens per skill).
|
||||
2. **Load** — the model calls the `load_skill` tool when it decides a skill is relevant to the user's turn, and the full `SKILL.md` body is returned.
|
||||
|
||||
This means the model only pays the token cost for a skill's full body when it actually needs it, and updating a skill in Foundry + restarting the agent is enough to pick up the change — no code redeploy required.
|
||||
|
||||
> **Note:** This sample supports instruction-only and resource-based skills. If your downloaded skills contain scripts, add a script runner when constructing the `AgentSkillsProvider`.
|
||||
|
||||
### Agent Hosting
|
||||
|
||||
The agent is hosted using the [Agent Framework](https://github.com/microsoft/agent-framework) with the Responses API hosting layer (`AddFoundryResponses` / `MapFoundryResponses`).
|
||||
|
||||
## Prerequisites
|
||||
|
||||
- An Azure AI Foundry project with a deployed model (e.g., `gpt-4o`)
|
||||
- Azure CLI logged in (`az login`)
|
||||
|
||||
### Required RBAC
|
||||
|
||||
Your identity (or the Managed Identity running the container in production) needs **Azure AI User** on the Foundry project scope. This single role covers both authoring skills and downloading them.
|
||||
|
||||
## Running the Agent Host
|
||||
|
||||
Set the required environment variables and run the sample with `dotnet run`:
|
||||
|
||||
```bash
|
||||
export AZURE_AI_PROJECT_ENDPOINT="https://<account>.services.ai.azure.com/api/projects/<project>"
|
||||
export AZURE_AI_MODEL_DEPLOYMENT_NAME="gpt-4o"
|
||||
export SKILL_NAMES="support-style,escalation-policy"
|
||||
export PROVISION_SAMPLE_SKILLS="true" # First run only — provisions skills to Foundry
|
||||
```
|
||||
|
||||
Or in PowerShell:
|
||||
|
||||
```powershell
|
||||
$env:SKILL_NAMES="support-style,escalation-policy"
|
||||
$env:PROVISION_SAMPLE_SKILLS="true" # First run only — provisions skills to Foundry
|
||||
```
|
||||
|
||||
You can also place these in a `.env` file next to `Program.cs` — see [`.env.example`](.env.example).
|
||||
|
||||
On startup you should see:
|
||||
|
||||
```text
|
||||
Skill 'support-style' already exists in Foundry.
|
||||
Skill 'escalation-policy' already exists in Foundry.
|
||||
Downloading skill 'support-style' from Foundry...
|
||||
Downloading skill 'escalation-policy' from Foundry...
|
||||
```
|
||||
|
||||
The downloaded `SKILL.md` files land under `downloaded_skills/<name>/SKILL.md` next to the published output. This directory is recreated from scratch on every run, so deleting it manually is never necessary.
|
||||
|
||||
## Interacting with the agent
|
||||
|
||||
> Send a POST request to the server with a JSON body containing an `"input"` field to interact with the agent. For example:
|
||||
|
||||
```bash
|
||||
curl -X POST http://localhost:8088/responses -H "Content-Type: application/json" -d '{"input": "Hi, I am Alex. I just want to confirm I can return my tent within 30 days."}'
|
||||
curl -X POST http://localhost:8088/responses -H "Content-Type: application/json" -d '{"input": "I want a $750 refund on Order #A-1042 right now or I am calling my lawyer."}'
|
||||
```
|
||||
|
||||
| Prompt mentions | Skill that should drive the response |
|
||||
|---|---|
|
||||
| Routine return / shipping / care question | Model loads `support-style` (canary `STYLE-CANARY-3318`) — no escalation. |
|
||||
| Injury, legal threat, press, or refund > $500 | Model loads `escalation-policy` (canary `ESC-CANARY-7742`) **and** `support-style`. |
|
||||
|
||||
Because skills are loaded on demand, the canary token in a response also proves the model actually invoked `load_skill` for the matching skill (not just saw its name in the advertised list).
|
||||
|
||||
## Deploying the Agent to Foundry
|
||||
|
||||
When deploying to Foundry, make sure `SKILL_NAMES` is set in your `azd` environment so it gets injected into the hosted container per [`agent.manifest.yaml`](agent.manifest.yaml):
|
||||
|
||||
```bash
|
||||
azd env set SKILL_NAMES "support-style,escalation-policy"
|
||||
```
|
||||
|
||||
The deployed agent's Managed Identity needs **Azure AI User** on the Foundry project to download skills at startup.
|
||||
|
||||
> The `skills/` source folder is **not** deployed to Foundry — only the downloaded skills are used at runtime. The provisioning step must have been run against the same Foundry project before the agent can download the skills.
|
||||
+41
@@ -0,0 +1,41 @@
|
||||
# yaml-language-server: $schema=https://raw.githubusercontent.com/microsoft/AgentSchema/refs/heads/main/schemas/v1.0/AgentManifest.yaml
|
||||
name: hosted-agent-skills
|
||||
displayName: "Hosted Agent Skills"
|
||||
|
||||
description: >
|
||||
An Agent Framework agent that downloads its behavioral guidelines from the Foundry
|
||||
Skills REST API at startup, demonstrating how to decouple behavioral guidelines
|
||||
(tone, escalation policy, etc.) from agent code using AgentSkillsProvider.
|
||||
|
||||
metadata:
|
||||
tags:
|
||||
- AI Agent Hosting
|
||||
- Azure AI AgentServer
|
||||
- Responses Protocol
|
||||
- Agent Framework
|
||||
- Agent Skills
|
||||
- Foundry Skills
|
||||
|
||||
template:
|
||||
name: hosted-agent-skills
|
||||
kind: hosted
|
||||
protocols:
|
||||
- protocol: responses
|
||||
version: 1.0.0
|
||||
resources:
|
||||
cpu: "0.25"
|
||||
memory: 0.5Gi
|
||||
environment_variables:
|
||||
- name: AZURE_AI_MODEL_DEPLOYMENT_NAME
|
||||
value: "{{AZURE_AI_MODEL_DEPLOYMENT_NAME}}"
|
||||
- name: SKILL_NAMES
|
||||
value: "{{SKILL_NAMES}}"
|
||||
parameters:
|
||||
properties:
|
||||
- name: SKILL_NAMES
|
||||
secret: false
|
||||
description: Comma-separated list of Foundry skill names to download at startup (e.g., support-style,escalation-policy)
|
||||
resources:
|
||||
- kind: model
|
||||
id: gpt-4.1-mini
|
||||
name: AZURE_AI_MODEL_DEPLOYMENT_NAME
|
||||
@@ -0,0 +1,14 @@
|
||||
# yaml-language-server: $schema=https://raw.githubusercontent.com/microsoft/AgentSchema/refs/heads/main/schemas/v1.0/ContainerAgent.yaml
|
||||
kind: hosted
|
||||
name: hosted-agent-skills
|
||||
protocols:
|
||||
- protocol: responses
|
||||
version: 1.0.0
|
||||
resources:
|
||||
cpu: "0.25"
|
||||
memory: 0.5Gi
|
||||
environment_variables:
|
||||
- name: AZURE_AI_MODEL_DEPLOYMENT_NAME
|
||||
value: ${AZURE_AI_MODEL_DEPLOYMENT_NAME}
|
||||
- name: SKILL_NAMES
|
||||
value: ${SKILL_NAMES}
|
||||
+100
@@ -0,0 +1,100 @@
|
||||
#requires -Version 7
|
||||
<#
|
||||
.SYNOPSIS
|
||||
Local smoke test for the Hosted-AgentSkills sample.
|
||||
.DESCRIPTION
|
||||
Publishes the sample, builds the contributor Docker image, runs the container, drives
|
||||
two conversations via curl invocations, and asserts that the agent loaded the correct
|
||||
Foundry Skill for each prompt (verified via canary tokens in the response).
|
||||
Exits non-zero on failure.
|
||||
|
||||
Prerequisites:
|
||||
- Docker
|
||||
- az login (token is fetched from the host)
|
||||
- .env populated with AZURE_AI_PROJECT_ENDPOINT and model deployment
|
||||
- Skills provisioned to Foundry (set PROVISION_SAMPLE_SKILLS=true on first run)
|
||||
.NOTES
|
||||
This script is for local Docker debugging only. The Foundry platform supplies the
|
||||
isolation keys for every inbound request in production and the dev fallback used here
|
||||
must not be enabled in production deployments.
|
||||
#>
|
||||
|
||||
[CmdletBinding()]
|
||||
param(
|
||||
[int]$Port = 8088,
|
||||
[string]$ImageName = 'hosted-agent-skills-smoke',
|
||||
[string]$ContainerName = 'hosted-agent-skills-smoke'
|
||||
)
|
||||
|
||||
$ErrorActionPreference = 'Stop'
|
||||
Set-Location -Path $PSScriptRoot/..
|
||||
|
||||
if (-not (Test-Path .env)) {
|
||||
throw '.env not found. Copy .env.example to .env and fill in AZURE_AI_PROJECT_ENDPOINT.'
|
||||
}
|
||||
|
||||
Write-Host '==> Publishing sample for linux-musl-x64 ...'
|
||||
dotnet publish -c Debug -f net10.0 -r linux-musl-x64 --self-contained false -o out --tl:off | Out-Host
|
||||
if ($LASTEXITCODE -ne 0) { throw 'dotnet publish failed.' }
|
||||
|
||||
Write-Host '==> Building docker image ...'
|
||||
docker build -f Dockerfile.contributor -t $ImageName . | Out-Host
|
||||
if ($LASTEXITCODE -ne 0) { throw 'docker build failed.' }
|
||||
|
||||
Write-Host '==> Fetching bearer token ...'
|
||||
$bearer = az account get-access-token --resource https://ai.azure.com --query accessToken -o tsv
|
||||
if (-not $bearer) { throw 'Failed to obtain bearer token. Run az login.' }
|
||||
|
||||
function Start-Container {
|
||||
docker rm -f $ContainerName 2>$null | Out-Null
|
||||
docker run -d --name $ContainerName -p ${Port}:8088 `
|
||||
-e AGENT_NAME=hosted-agent-skills `
|
||||
-e AZURE_BEARER_TOKEN=$bearer `
|
||||
-e HOSTED_USER_ISOLATION_KEY=smoke-user `
|
||||
-e HOSTED_CHAT_ISOLATION_KEY=smoke-chat-1 `
|
||||
--env-file .env `
|
||||
$ImageName | Out-Host
|
||||
if ($LASTEXITCODE -ne 0) { throw "docker run failed." }
|
||||
# Wait for the server to start and download skills from Foundry.
|
||||
Write-Host ' Waiting for startup (skill download + server ready) ...'
|
||||
Start-Sleep -Seconds 15
|
||||
}
|
||||
|
||||
function Invoke-Agent([string]$Prompt, [string]$PreviousResponseId = $null) {
|
||||
$body = @{ input = $Prompt; model = 'hosted-agent-skills' }
|
||||
if ($PreviousResponseId) { $body['previous_response_id'] = $PreviousResponseId }
|
||||
$json = $body | ConvertTo-Json -Compress
|
||||
$resp = Invoke-RestMethod -Method Post -Uri "http://localhost:$Port/responses" -ContentType 'application/json' -Body $json
|
||||
return $resp
|
||||
}
|
||||
|
||||
function Get-ResponseText($response) {
|
||||
return ($response.output | ForEach-Object { $_.content | ForEach-Object { $_.text } }) -join ' '
|
||||
}
|
||||
|
||||
function Assert-Contains([string]$Haystack, [string]$Needle, [string]$Label) {
|
||||
if ($Haystack -notmatch [regex]::Escape($Needle)) {
|
||||
throw "FAILED [$Label]: expected response to contain '$Needle' but got: $Haystack"
|
||||
}
|
||||
Write-Host "PASS [$Label]: response contains '$Needle'."
|
||||
}
|
||||
|
||||
try {
|
||||
Start-Container
|
||||
|
||||
Write-Host '==> Test 1: Routine support question -> support-style skill ...'
|
||||
$r1 = Invoke-Agent -Prompt 'Hi, I am Alex. I just want to confirm I can return my tent within 30 days.'
|
||||
$text1 = Get-ResponseText $r1
|
||||
Assert-Contains $text1 'STYLE-CANARY-3318' 'routine question: support-style canary'
|
||||
|
||||
Write-Host '==> Test 2: Escalation trigger -> escalation-policy skill ...'
|
||||
$r2 = Invoke-Agent -Prompt 'I want a $750 refund on Order #A-1042 right now or I am calling my lawyer.'
|
||||
$text2 = Get-ResponseText $r2
|
||||
Assert-Contains $text2 'ESC-CANARY-7742' 'escalation trigger: escalation-policy canary'
|
||||
|
||||
Write-Host ''
|
||||
Write-Host '==> All smoke assertions passed.'
|
||||
}
|
||||
finally {
|
||||
docker rm -f $ContainerName 2>$null | Out-Null
|
||||
}
|
||||
+30
@@ -0,0 +1,30 @@
|
||||
---
|
||||
name: escalation-policy
|
||||
description: When and how to escalate Contoso Outdoors customer-support tickets.
|
||||
---
|
||||
|
||||
# Contoso Outdoors Escalation Policy
|
||||
|
||||
You must follow this escalation policy on every conversation.
|
||||
|
||||
## Escalate immediately when the customer
|
||||
|
||||
- Reports an injury, allergic reaction, or other safety incident.
|
||||
- Mentions legal action, regulators, or the press.
|
||||
- Has waited more than 14 days for a refund that was already approved.
|
||||
- Requests a refund larger than $500.
|
||||
|
||||
## How to escalate
|
||||
|
||||
1. Acknowledge the issue in one sentence.
|
||||
2. Tell the customer you are escalating to a senior specialist.
|
||||
3. Provide the escalation reference `ESC-CANARY-7742` and the SLA: a senior
|
||||
specialist will reply within 1 business day.
|
||||
4. Do not promise a specific outcome (refund, replacement, compensation) on
|
||||
escalated tickets — only the senior specialist can commit to one.
|
||||
|
||||
## Do not escalate
|
||||
|
||||
- Routine returns within the standard 30-day window.
|
||||
- Shipping status questions.
|
||||
- Product care and usage questions.
|
||||
+25
@@ -0,0 +1,25 @@
|
||||
---
|
||||
name: support-style
|
||||
description: Contoso Outdoors customer-support tone and formatting guidelines.
|
||||
---
|
||||
|
||||
# Contoso Outdoors Support Style
|
||||
|
||||
You are speaking on behalf of Contoso Outdoors customer support.
|
||||
|
||||
## Voice
|
||||
|
||||
- Warm, concise, and confident — never apologetic in a hand-wringing way.
|
||||
- Use the customer's name when it is known.
|
||||
- Sign every response with `— Contoso Outdoors Support`.
|
||||
|
||||
## Formatting
|
||||
|
||||
- Keep replies to 1–3 short paragraphs unless the customer asks for detail.
|
||||
- Use bullet lists only when enumerating concrete steps or options.
|
||||
- Always reference order numbers as `Order #<id>` (e.g. `Order #A-1042`).
|
||||
|
||||
## Canary
|
||||
|
||||
To prove this skill was loaded, include the token `STYLE-CANARY-3318` on a
|
||||
separate line at the bottom of every response, prefixed with `# `.
|
||||
+3
-3
@@ -27,9 +27,9 @@
|
||||
|
||||
<!-- For end-users: uncomment the PackageReference below and remove the ProjectReferences above
|
||||
<ItemGroup>
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry" Version="1.0.0" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry.Hosting" Version="1.0.0" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.OpenAI" Version="1.0.0" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry" Version="1.6.1-preview.260514.1" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry.Hosting" Version="1.6.1-preview.260514.1" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.OpenAI" Version="1.6.1" />
|
||||
</ItemGroup>
|
||||
-->
|
||||
|
||||
|
||||
+2
-2
@@ -23,8 +23,8 @@
|
||||
|
||||
<!-- For end-users: uncomment the PackageReference below and remove the ProjectReference above
|
||||
<ItemGroup>
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry" Version="1.0.0" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry.Hosting" Version="1.0.0" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry" Version="1.6.1-preview.260514.1" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry.Hosting" Version="1.6.1-preview.260514.1" />
|
||||
<PackageReference Include="Azure.AI.Projects" />
|
||||
<PackageReference Include="Azure.Identity" />
|
||||
</ItemGroup>
|
||||
|
||||
+2
-2
@@ -33,8 +33,8 @@
|
||||
|
||||
<!-- For end-users: uncomment the PackageReference below and remove the ProjectReference above
|
||||
<ItemGroup>
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry" Version="1.0.0" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry.Hosting" Version="1.0.0" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry" Version="1.6.1-preview.260514.1" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry.Hosting" Version="1.6.1-preview.260514.1" />
|
||||
</ItemGroup>
|
||||
-->
|
||||
|
||||
|
||||
+2
-2
@@ -23,8 +23,8 @@
|
||||
|
||||
<!-- For end-users: uncomment the PackageReference below and remove the ProjectReference above
|
||||
<ItemGroup>
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry" Version="1.0.0" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry.Hosting" Version="1.0.0" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry" Version="1.6.1-preview.260514.1" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry.Hosting" Version="1.6.1-preview.260514.1" />
|
||||
<PackageReference Include="Azure.AI.Projects" />
|
||||
<PackageReference Include="Azure.Identity" />
|
||||
</ItemGroup>
|
||||
|
||||
+2
-2
@@ -25,8 +25,8 @@
|
||||
|
||||
<!-- For end-users: uncomment the PackageReference below and remove the ProjectReference above
|
||||
<ItemGroup>
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry" Version="1.0.0" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry.Hosting" Version="1.0.0" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry" Version="1.6.1-preview.260514.1" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry.Hosting" Version="1.6.1-preview.260514.1" />
|
||||
</ItemGroup>
|
||||
-->
|
||||
|
||||
|
||||
+2
-2
@@ -26,8 +26,8 @@
|
||||
|
||||
<!-- For end-users: uncomment the PackageReference below and remove the ProjectReference above
|
||||
<ItemGroup>
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry" Version="1.0.0" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry.Hosting" Version="1.0.0" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry" Version="1.6.1-preview.260514.1" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry.Hosting" Version="1.6.1-preview.260514.1" />
|
||||
</ItemGroup>
|
||||
-->
|
||||
|
||||
|
||||
+2
-2
@@ -25,8 +25,8 @@
|
||||
|
||||
<!-- For end-users: uncomment the PackageReference below and remove the ProjectReferences above
|
||||
<ItemGroup>
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry" Version="1.0.0" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry.Hosting" Version="1.0.0" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry" Version="1.6.1-preview.260514.1" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry.Hosting" Version="1.6.1-preview.260514.1" />
|
||||
</ItemGroup>
|
||||
-->
|
||||
|
||||
|
||||
+2
-2
@@ -25,8 +25,8 @@
|
||||
|
||||
<!-- For end-users: uncomment the PackageReference below and remove the ProjectReference above
|
||||
<ItemGroup>
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry" Version="1.0.0" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry.Hosting" Version="1.0.0" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry" Version="1.6.1-preview.260514.1" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry.Hosting" Version="1.6.1-preview.260514.1" />
|
||||
</ItemGroup>
|
||||
-->
|
||||
|
||||
|
||||
+3
-3
@@ -26,9 +26,9 @@
|
||||
|
||||
<!-- For end-users: uncomment the PackageReference below and remove the ProjectReferences above
|
||||
<ItemGroup>
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry" Version="1.0.0" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry.Hosting" Version="1.0.0" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.OpenAI" Version="1.0.0" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry" Version="1.6.1-preview.260514.1" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry.Hosting" Version="1.6.1-preview.260514.1" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.OpenAI" Version="1.6.1" />
|
||||
</ItemGroup>
|
||||
-->
|
||||
|
||||
|
||||
+2
-2
@@ -25,8 +25,8 @@
|
||||
|
||||
<!-- For end-users: uncomment the PackageReference below and remove the ProjectReference above
|
||||
<ItemGroup>
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry" Version="1.0.0" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry.Hosting" Version="1.0.0" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry" Version="1.6.1-preview.260514.1" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry.Hosting" Version="1.6.1-preview.260514.1" />
|
||||
</ItemGroup>
|
||||
-->
|
||||
|
||||
|
||||
+5
-5
@@ -32,11 +32,11 @@
|
||||
|
||||
<!-- For end-users: uncomment the PackageReference below and remove the ProjectReference above
|
||||
<ItemGroup>
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry.Hosting" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Hosting" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.OpenAI" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Workflows" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry" Version="1.6.1-preview.260514.1" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry.Hosting" Version="1.6.1-preview.260514.1" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Hosting" Version="1.6.1-preview.260514.1" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.OpenAI" Version="1.6.1" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Workflows" Version="1.6.1" />
|
||||
</ItemGroup>
|
||||
-->
|
||||
|
||||
|
||||
+4
-4
@@ -27,10 +27,10 @@
|
||||
|
||||
<!-- For end-users: uncomment the PackageReference below and remove the ProjectReferences above
|
||||
<ItemGroup>
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry" Version="1.0.0" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry.Hosting" Version="1.0.0" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.OpenAI" Version="1.0.0" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Workflows" Version="1.0.0" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry" Version="1.6.1-preview.260514.1" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Foundry.Hosting" Version="1.6.1-preview.260514.1" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.OpenAI" Version="1.6.1" />
|
||||
<PackageReference Include="Microsoft.Agents.AI.Workflows" Version="1.6.1" />
|
||||
</ItemGroup>
|
||||
-->
|
||||
|
||||
|
||||
Reference in New Issue
Block a user