
关于
Azure AI Projects .NET SDK。Azure AI Foundry 项目高级客户端,支持代理、连接、数据集、部署、评估和索引
name: azure-ai-projects-dotnet description: Azure AI Projects SDK for .NET。用于 Azure AI Foundry 项目的高级客户端,包括代理、连接、数据集、部署、评估和索引。 risk: unknown source: community date_added: '2026-02-27'
Azure.AI.Projects (.NET)
用于 Azure AI Foundry 项目操作的高级 SDK,包括代理、连接、数据集、部署、评估和索引。
安装
dotnet add package Azure.AI.Projects
dotnet add package Azure.Identity
# Optional: For versioned agents with OpenAI extensions
dotnet add package Azure.AI.Projects.OpenAI --prerelease
# Optional: For low-level agent operations
dotnet add package Azure.AI.Agents.Persistent --prerelease
当前版本:GA v1.1.0,预览版 v1.2.0-beta.5
环境变量
PROJECT_ENDPOINT=https://<resource>.services.ai.azure.com/api/projects/<project>
MODEL_DEPLOYMENT_NAME=gpt-4o-mini
CONNECTION_NAME=<your-connection-name>
AI_SEARCH_CONNECTION_NAME=<ai-search-connection>
认证
using Azure.Identity;
using Azure.AI.Projects;
var endpoint = Environment.GetEnvironmentVariable("PROJECT_ENDPOINT");
AIProjectClient projectClient = new AIProjectClient(
new Uri(endpoint),
new DefaultAzureCredential());
客户端层次结构
AIProjectClient
├── Agents → AIProjectAgentsOperations (versioned agents)
├── Connections → ConnectionsClient
├── Datasets → DatasetsClient
├── Deployments → DeploymentsClient
├── Evaluations → EvaluationsClient
├── Evaluators → EvaluatorsClient
├── Indexes → IndexesClient
├── Telemetry → AIProjectTelemetry
├── OpenAI → ProjectOpenAIClient (preview)
└── GetPersistentAgentsClient() → PersistentAgentsClient
核心工作流
1. 获取持久化代理客户端
// Get low-level agents client from project client
PersistentAgentsClient agentsClient = projectClient.GetPersistentAgentsClient();
// Create agent
PersistentAgent agent = await agentsClient.Administration.CreateAgentAsync(
model: "gpt-4o-mini",
name: "Math Tutor",
instructions: "You are a personal math tutor.");
// Create thread and run
PersistentAgentThread thread = await agentsClient.Threads.CreateThreadAsync();
await agentsClient.Messages.CreateMessageAsync(thread.Id, MessageRole.User, "Solve 3x + 11 = 14");
ThreadRun run = await agentsClient.Runs.CreateRunAsync(thread.Id, agent.Id);
// Poll for completion
do
{
await Task.Delay(500);
run = await agentsClient.Runs.GetRunAsync(thread.Id, run.Id);
}
while (run.Status == RunStatus.Queued || run.Status == RunStatus.InProgress);
// Get messages
await foreach (var msg in agentsClient.Messages.GetMessagesAsync(thread.Id))
{
foreach (var content in msg.ContentItems)
{
if (content is MessageTextContent textContent)
Console.WriteLine(textContent.Text);
}
}
// Cleanup
await agentsClient.Threads.DeleteThreadAsync(thread.Id);
await agentsClient.Administration.DeleteAgentAsync(agent.Id);
2. 带工具的版本化代理(预览版)
using Azure.AI.Projects.OpenAI;
// Create agent with web search tool
PromptAgentDefinition agentDefinition = new(model: "gpt-4o-mini")
{
Instructions = "You are a helpful assistant that can search the web",
Tools = {
ResponseTool.CreateWebSearchTool(
userLocation: WebSearchToolLocation.CreateApproximateLocation(
country: "US",
city: "Seattle",
region: "Washington"
)
),
}
};
AgentVersion agentVersion = await projectClient.Agents.CreateAgentVersionAsync(
agentName: "myAgent",
options: new(agentDefinition));
// Get response client
ProjectResponsesClient responseClient = projectClient.OpenAI.GetProjectResponsesClientForAgent(agentVersion.Name);
// Create response
ResponseResult response = responseClient.CreateResponse("What's the weather in Seattle?");
Console.WriteLine(response.GetOutputText());
// Cleanup
projectClient.Agents.DeleteAgentVersion(agentName: agentVersion.Name, agentVersion: agentVersion.Version);
3. 连接
// List all connections
foreach (AIProjectConnection connection in projectClient.Connections.GetConnections())
{
Console.WriteLine($"{connection.Name}: {connection.ConnectionType}");
}
// Get specific connection
AIProjectConnection conn = projectClient.Connections.GetConnection(
connectionName,
includeCredentials: true);
// Get default connection
AIProjectConnection defaultConn = projectClient.Connections.GetDefaultConnection(
includeCredentials: false);
4. 部署
// List all deployments
foreach (AIProjectDeployment deployment in projectClient.Deployments.GetDeployments())
{
Console.WriteLine($"{deployment.Name}: {deployment.ModelName}");
}
// Filter by publisher
foreach (var deployment in projectClient.Deployments.GetDeployments(mo
兼容工具
Claude CodeCursor
标签
AI与机器学习