-
Notifications
You must be signed in to change notification settings - Fork 3.5k
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Merge branch 'main' into py-agent-prompt-template-support
- Loading branch information
Showing
97 changed files
with
4,073 additions
and
693 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
110 changes: 110 additions & 0 deletions
110
dotnet/samples/Concepts/Agents/AzureAIAgent_FileManipulation.cs
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,110 @@ | ||
| // 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}" | ||
| }); | ||
| } | ||
| } | ||
| } | ||
| } |
Oops, something went wrong.