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dotnet/samples/Concepts/Agents/AzureAIAgent_FileManipulation.cs
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| // Copyright (c) Microsoft. All rights reserved. | ||
| using System.Diagnostics; | ||
| using Azure.AI.Projects; | ||
| using Microsoft.SemanticKernel; | ||
| using Microsoft.SemanticKernel.Agents; | ||
| using Microsoft.SemanticKernel.Agents.AzureAI; | ||
| using Microsoft.SemanticKernel.ChatCompletion; | ||
| using Resources; | ||
| using Agent = Azure.AI.Projects.Agent; | ||
|
|
||
| namespace Agents; | ||
|
|
||
| /// <summary> | ||
| /// Demonstrate using code-interpreter to manipulate and generate csv files with <see cref="AzureAIAgent"/> . | ||
| /// </summary> | ||
| public class AzureAIAgent_FileManipulation(ITestOutputHelper output) : BaseAgentsTest(output) | ||
| { | ||
| [Fact] | ||
| public async Task AnalyzeCSVFileUsingAzureAIAgentAsync() | ||
| { | ||
| AzureAIClientProvider clientProvider = this.GetAzureProvider(); | ||
| AgentsClient client = clientProvider.Client.GetAgentsClient(); | ||
|
|
||
| await using Stream stream = EmbeddedResource.ReadStream("sales.csv")!; | ||
| AgentFile fileInfo = await client.UploadFileAsync(stream, AgentFilePurpose.Agents, "sales.csv"); | ||
|
|
||
| // Define the agent | ||
| Agent definition = await client.CreateAgentAsync( | ||
| TestConfiguration.AzureAI.ChatModelId, | ||
| tools: [new CodeInterpreterToolDefinition()], | ||
| toolResources: | ||
| new() | ||
| { | ||
| CodeInterpreter = new() | ||
| { | ||
| FileIds = { fileInfo.Id }, | ||
| } | ||
| }); | ||
| AzureAIAgent agent = new(definition, clientProvider); | ||
|
|
||
| // Create a chat for agent interaction. | ||
| AgentGroupChat chat = new(); | ||
|
|
||
| // Respond to user input | ||
| try | ||
| { | ||
| await InvokeAgentAsync("Which segment had the most sales?"); | ||
| await InvokeAgentAsync("List the top 5 countries that generated the most profit."); | ||
| await InvokeAgentAsync("Create a tab delimited file report of profit by each country per month."); | ||
| } | ||
| finally | ||
| { | ||
| await client.DeleteAgentAsync(agent.Id); | ||
| await client.DeleteFileAsync(fileInfo.Id); | ||
| await chat.ResetAsync(); | ||
| } | ||
|
|
||
| // Local function to invoke agent and display the conversation messages. | ||
| async Task InvokeAgentAsync(string input) | ||
| { | ||
| ChatMessageContent message = new(AuthorRole.User, input); | ||
| chat.AddChatMessage(new(AuthorRole.User, input)); | ||
| this.WriteAgentChatMessage(message); | ||
|
|
||
| await foreach (ChatMessageContent response in chat.InvokeAsync(agent)) | ||
| { | ||
| this.WriteAgentChatMessage(response); | ||
| await this.DownloadContentAsync(client, response); | ||
| } | ||
| } | ||
| } | ||
|
|
||
| private async Task DownloadContentAsync(AgentsClient client, ChatMessageContent message) | ||
| { | ||
| foreach (KernelContent item in message.Items) | ||
| { | ||
| if (item is AnnotationContent annotation) | ||
| { | ||
| await this.DownloadFileAsync(client, annotation.FileId!); | ||
| } | ||
| } | ||
| } | ||
|
|
||
| private async Task DownloadFileAsync(AgentsClient client, string fileId, bool launchViewer = false) | ||
| { | ||
| AgentFile fileInfo = client.GetFile(fileId); | ||
| if (fileInfo.Purpose == AgentFilePurpose.AgentsOutput) | ||
| { | ||
| string filePath = Path.Combine(Path.GetTempPath(), Path.GetFileName(fileInfo.Filename)); | ||
| if (launchViewer) | ||
| { | ||
| filePath = Path.ChangeExtension(filePath, ".png"); | ||
| } | ||
|
|
||
| BinaryData content = await client.GetFileContentAsync(fileId); | ||
| File.WriteAllBytes(filePath, content.ToArray()); | ||
| Console.WriteLine($" File #{fileId} saved to: {filePath}"); | ||
|
|
||
| if (launchViewer) | ||
| { | ||
| Process.Start( | ||
| new ProcessStartInfo | ||
| { | ||
| FileName = "cmd.exe", | ||
| Arguments = $"/C start {filePath}" | ||
| }); | ||
| } | ||
| } | ||
| } | ||
| } |
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