mirror of
https://github.com/microsoft/agent-framework.git
synced 2026-06-16 21:04:09 +08:00
904a5b843e
* Python: .NET Samples - Restructure and Improve Samples (Feature Branch) (#4091) * Moved by agent (#4094) * Fix readme links * .NET Samples - Create `04-hosting` learning path step (#4098) * Agent move * Agent reorderd * Remove A2A section from README Removed A2A section from the Getting Started README. * Agent fixed links * Fix broken sample links in durable-agents README (#4101) * Initial plan * Fix broken internal links in documentation Co-authored-by: crickman <66376200+crickman@users.noreply.github.com> * Revert template link changes; keep only durable-agents README fix Co-authored-by: crickman <66376200+crickman@users.noreply.github.com> --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: crickman <66376200+crickman@users.noreply.github.com> * .NET Samples - Create `03-workflows` learning path step (#4102) * Fix solution project path * Python: Fix broken markdown links to repo resources (outside /docs) (#4105) * Initial plan * Fix broken markdown links to repo resources Co-authored-by: crickman <66376200+crickman@users.noreply.github.com> * Update README to rename .NET Workflows Samples section --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: crickman <66376200+crickman@users.noreply.github.com> * .NET Samples - Create `02-agents` learning path step (#4107) * .NET: Fix broken relative link in GroupChatToolApproval README (#4108) * Initial plan * Fix broken link in GroupChatToolApproval README Co-authored-by: crickman <66376200+crickman@users.noreply.github.com> --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: crickman <66376200+crickman@users.noreply.github.com> * Update labeler configuration for workflow samples * .NET - Reorder Agents samples to start from Step01 instead of Step04 (#4110) * Fix solution * Resolve new sample paths * Move new AgentSkills and AgentWithMemory_Step04 samples * Fix link * Fix readme path * fix: update stale dotnet/samples/Durable path reference in AGENTS.md Co-authored-by: crickman <66376200+crickman@users.noreply.github.com> * Moved new sample * Update solution * Resolve merge (new sample) * Sync to new sample - FoundryAgents_Step21_BingCustomSearch * Updated README * .NET Samples - Configuration Naming Update (#4149) * .NET: Restore AzureFunctions index parity with ConsoleApps under DurableAgents samples (#4221) * Clean-up `05_host_your_agent` * Config setting consistency * Refine samples * AGENTS.md * Move new samples * Re-order samples * Move new project and fixup solution * Fixup model config * Fix up new UT project --------- Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com>
112 lines
4.6 KiB
C#
112 lines
4.6 KiB
C#
// Copyright (c) Microsoft. All rights reserved.
|
|
|
|
// This sample shows how to use File Search Tool with AI Agents.
|
|
|
|
using Azure.AI.Projects;
|
|
using Azure.AI.Projects.OpenAI;
|
|
using Azure.Identity;
|
|
using Microsoft.Agents.AI;
|
|
using Microsoft.Extensions.AI;
|
|
using OpenAI.Assistants;
|
|
using OpenAI.Files;
|
|
using OpenAI.Responses;
|
|
|
|
string endpoint = Environment.GetEnvironmentVariable("AZURE_AI_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("AZURE_AI_PROJECT_ENDPOINT is not set.");
|
|
string deploymentName = Environment.GetEnvironmentVariable("AZURE_AI_MODEL_DEPLOYMENT_NAME") ?? "gpt-4o-mini";
|
|
|
|
const string AgentInstructions = "You are a helpful assistant that can search through uploaded files to answer questions.";
|
|
|
|
// Get a client to create/retrieve/delete server side agents with Azure Foundry Agents.
|
|
// WARNING: DefaultAzureCredential is convenient for development but requires careful consideration in production.
|
|
// In production, consider using a specific credential (e.g., ManagedIdentityCredential) to avoid
|
|
// latency issues, unintended credential probing, and potential security risks from fallback mechanisms.
|
|
AIProjectClient aiProjectClient = new(new Uri(endpoint), new DefaultAzureCredential());
|
|
var projectOpenAIClient = aiProjectClient.GetProjectOpenAIClient();
|
|
var filesClient = projectOpenAIClient.GetProjectFilesClient();
|
|
var vectorStoresClient = projectOpenAIClient.GetProjectVectorStoresClient();
|
|
|
|
// 1. Create a temp file with test content and upload it.
|
|
string searchFilePath = Path.Combine(Path.GetTempPath(), Path.GetRandomFileName() + "_lookup.txt");
|
|
File.WriteAllText(
|
|
path: searchFilePath,
|
|
contents: """
|
|
Employee Directory:
|
|
- Alice Johnson, 28 years old, Software Engineer, Engineering Department
|
|
- Bob Smith, 35 years old, Sales Manager, Sales Department
|
|
- Carol Williams, 42 years old, HR Director, Human Resources Department
|
|
- David Brown, 31 years old, Customer Support Lead, Support Department
|
|
"""
|
|
);
|
|
|
|
Console.WriteLine($"Uploading file: {searchFilePath}");
|
|
OpenAIFile uploadedFile = filesClient.UploadFile(
|
|
filePath: searchFilePath,
|
|
purpose: FileUploadPurpose.Assistants
|
|
);
|
|
Console.WriteLine($"Uploaded file, file ID: {uploadedFile.Id}");
|
|
|
|
// 2. Create a vector store with the uploaded file.
|
|
var vectorStoreResult = await vectorStoresClient.CreateVectorStoreAsync(
|
|
options: new() { FileIds = { uploadedFile.Id }, Name = "EmployeeDirectory_VectorStore" }
|
|
);
|
|
string vectorStoreId = vectorStoreResult.Value.Id;
|
|
Console.WriteLine($"Created vector store, vector store ID: {vectorStoreId}");
|
|
|
|
AIAgent agent = await CreateAgentWithMEAI();
|
|
// AIAgent agent = await CreateAgentWithNativeSDK();
|
|
|
|
// Run the agent
|
|
Console.WriteLine("\n--- Running File Search Agent ---");
|
|
AgentResponse response = await agent.RunAsync("Who is the youngest employee?");
|
|
Console.WriteLine($"Response: {response}");
|
|
|
|
// Getting any file citation annotations generated by the tool
|
|
foreach (AIAnnotation annotation in response.Messages.SelectMany(m => m.Contents).SelectMany(c => c.Annotations ?? []))
|
|
{
|
|
if (annotation.RawRepresentation is TextAnnotationUpdate citationAnnotation)
|
|
{
|
|
Console.WriteLine($$"""
|
|
File Citation:
|
|
File Id: {{citationAnnotation.OutputFileId}}
|
|
Text to Replace: {{citationAnnotation.TextToReplace}}
|
|
""");
|
|
}
|
|
}
|
|
|
|
// Cleanup.
|
|
Console.WriteLine("\n--- Cleanup ---");
|
|
await aiProjectClient.Agents.DeleteAgentAsync(agent.Name);
|
|
await vectorStoresClient.DeleteVectorStoreAsync(vectorStoreId);
|
|
await filesClient.DeleteFileAsync(uploadedFile.Id);
|
|
File.Delete(searchFilePath);
|
|
Console.WriteLine("Cleanup completed successfully.");
|
|
|
|
// --- Agent Creation Options ---
|
|
|
|
#pragma warning disable CS8321 // Local function is declared but never used
|
|
// Option 1 - Using HostedFileSearchTool (MEAI + AgentFramework)
|
|
async Task<AIAgent> CreateAgentWithMEAI()
|
|
{
|
|
return await aiProjectClient.CreateAIAgentAsync(
|
|
model: deploymentName,
|
|
name: "FileSearchAgent-MEAI",
|
|
instructions: AgentInstructions,
|
|
tools: [new HostedFileSearchTool() { Inputs = [new HostedVectorStoreContent(vectorStoreId)] }]);
|
|
}
|
|
|
|
// Option 2 - Using PromptAgentDefinition with ResponseTool.CreateFileSearchTool (Native SDK)
|
|
async Task<AIAgent> CreateAgentWithNativeSDK()
|
|
{
|
|
return await aiProjectClient.CreateAIAgentAsync(
|
|
name: "FileSearchAgent-NATIVE",
|
|
creationOptions: new AgentVersionCreationOptions(
|
|
new PromptAgentDefinition(model: deploymentName)
|
|
{
|
|
Instructions = AgentInstructions,
|
|
Tools = {
|
|
ResponseTool.CreateFileSearchTool(vectorStoreIds: [vectorStoreId])
|
|
}
|
|
})
|
|
);
|
|
}
|