mirror of
https://github.com/microsoft/agent-framework.git
synced 2026-06-16 21:04:09 +08:00
.NET: Added Computer use tool sample (#2235)
* Initial computer use sample implementation. * Added background thread to allow polling for long running requests. * Removed unrequired try-catch block and added missing thread for agent call. * Removed irrelevant chatOptions and updated code based on feedback. * Updated image assets and fixed response issue. * Updated based on PR comments. * Update to Azure.AI.Project --------- Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>
This commit is contained in:
co-authored by
Roger Barreto
parent
100a1e753e
commit
5d913539b5
+174
@@ -0,0 +1,174 @@
|
||||
// Copyright (c) Microsoft. All rights reserved.
|
||||
|
||||
// This sample shows how to use Computer Use 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.Responses;
|
||||
|
||||
namespace Demo.ComputerUse;
|
||||
|
||||
internal sealed class Program
|
||||
{
|
||||
private static async Task Main(string[] args)
|
||||
{
|
||||
string endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT") ?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set.");
|
||||
string deploymentName = Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOYMENT_NAME") ?? "computer-use-preview";
|
||||
|
||||
// Get a client to create/retrieve/delete server side agents with Azure Foundry Agents.
|
||||
AIProjectClient aiProjectClient = new(new Uri(endpoint), new AzureCliCredential());
|
||||
const string AgentInstructions = @"
|
||||
You are a computer automation assistant.
|
||||
|
||||
Be direct and efficient. When you reach the search results page, read and describe the actual search result titles and descriptions you can see.
|
||||
";
|
||||
|
||||
const string AgentNameMEAI = "ComputerAgent-MEAI";
|
||||
const string AgentNameNative = "ComputerAgent-NATIVE";
|
||||
|
||||
// Option 1 - Using ComputerUseTool + AgentOptions (MEAI + AgentFramework)
|
||||
// Create AIAgent directly
|
||||
AIAgent agentOption1 = await aiProjectClient.CreateAIAgentAsync(
|
||||
name: AgentNameMEAI,
|
||||
model: deploymentName,
|
||||
instructions: AgentInstructions,
|
||||
description: "Computer automation agent with screen interaction capabilities.",
|
||||
tools: [
|
||||
ResponseTool.CreateComputerTool(ComputerToolEnvironment.Browser, 1026, 769).AsAITool(),
|
||||
]);
|
||||
|
||||
// Option 2 - Using PromptAgentDefinition SDK native type
|
||||
// Create the server side agent version
|
||||
AIAgent agentOption2 = await aiProjectClient.CreateAIAgentAsync(
|
||||
name: AgentNameNative,
|
||||
creationOptions: new AgentVersionCreationOptions(
|
||||
new PromptAgentDefinition(model: deploymentName)
|
||||
{
|
||||
Instructions = AgentInstructions,
|
||||
Tools = { ResponseTool.CreateComputerTool(
|
||||
environment: new ComputerToolEnvironment("windows"),
|
||||
displayWidth: 1026,
|
||||
displayHeight: 769) }
|
||||
})
|
||||
);
|
||||
|
||||
// Either invoke option1 or option2 agent, should have same result
|
||||
// Option 1
|
||||
await InvokeComputerUseAgentAsync(agentOption1);
|
||||
|
||||
// Option 2
|
||||
//await InvokeComputerUseAgentAsync(agentOption2);
|
||||
|
||||
// Cleanup by agent name removes the agent version created.
|
||||
await aiProjectClient.Agents.DeleteAgentAsync(agentOption1.Name);
|
||||
await aiProjectClient.Agents.DeleteAgentAsync(agentOption2.Name);
|
||||
}
|
||||
|
||||
private static async Task InvokeComputerUseAgentAsync(AIAgent agent)
|
||||
{
|
||||
// Load screenshot assets
|
||||
Dictionary<string, byte[]> screenshots = ComputerUseUtil.LoadScreenshotAssets();
|
||||
|
||||
ChatOptions chatOptions = new();
|
||||
ResponseCreationOptions responseCreationOptions = new()
|
||||
{
|
||||
TruncationMode = ResponseTruncationMode.Auto
|
||||
};
|
||||
chatOptions.RawRepresentationFactory = (_) => responseCreationOptions;
|
||||
ChatClientAgentRunOptions runOptions = new(chatOptions)
|
||||
{
|
||||
AllowBackgroundResponses = true,
|
||||
};
|
||||
|
||||
AgentThread thread = agent.GetNewThread();
|
||||
|
||||
ChatMessage message = new(ChatRole.User, [
|
||||
new TextContent("I need you to help me search for 'OpenAI news'. Please type 'OpenAI news' and submit the search. Once you see search results, the task is complete."),
|
||||
new DataContent(new BinaryData(screenshots["browser_search"]), "image/png")
|
||||
]);
|
||||
|
||||
// Initial request with screenshot - start with Bing search page
|
||||
Console.WriteLine("Starting computer automation session (initial screenshot: cua_browser_search.png)...");
|
||||
|
||||
AgentRunResponse runResponse = await agent.RunAsync(message, thread: thread, options: runOptions);
|
||||
|
||||
// Main interaction loop
|
||||
const int MaxIterations = 10;
|
||||
int iteration = 0;
|
||||
// Initialize state machine
|
||||
SearchState currentState = SearchState.Initial;
|
||||
string initialCallId = string.Empty;
|
||||
|
||||
while (true)
|
||||
{
|
||||
// Poll until the response is complete.
|
||||
while (runResponse.ContinuationToken is { } token)
|
||||
{
|
||||
// Wait before polling again.
|
||||
await Task.Delay(TimeSpan.FromSeconds(2));
|
||||
|
||||
// Continue with the token.
|
||||
runOptions.ContinuationToken = token;
|
||||
|
||||
runResponse = await agent.RunAsync(thread, runOptions);
|
||||
}
|
||||
|
||||
Console.WriteLine($"Agent response received (ID: {runResponse.ResponseId})");
|
||||
|
||||
if (iteration >= MaxIterations)
|
||||
{
|
||||
Console.WriteLine($"\nReached maximum iterations ({MaxIterations}). Stopping.");
|
||||
break;
|
||||
}
|
||||
|
||||
iteration++;
|
||||
Console.WriteLine($"\n--- Iteration {iteration} ---");
|
||||
|
||||
// Check for computer calls in the response
|
||||
IEnumerable<ComputerCallResponseItem> computerCallResponseItems = runResponse.Messages
|
||||
.SelectMany(x => x.Contents)
|
||||
.Where(c => c.RawRepresentation is ComputerCallResponseItem and not null)
|
||||
.Select(c => (ComputerCallResponseItem)c.RawRepresentation!);
|
||||
|
||||
ComputerCallResponseItem? firstComputerCall = computerCallResponseItems.FirstOrDefault();
|
||||
if (firstComputerCall is null)
|
||||
{
|
||||
Console.WriteLine("No computer call actions found. Ending interaction.");
|
||||
Console.WriteLine($"Final Response: {runResponse}");
|
||||
break;
|
||||
}
|
||||
|
||||
// Process the first computer call response
|
||||
ComputerCallAction action = firstComputerCall.Action;
|
||||
string currentCallId = firstComputerCall.CallId;
|
||||
|
||||
// Set the initial computer call ID for tracking and subsequent responses.
|
||||
if (string.IsNullOrEmpty(initialCallId))
|
||||
{
|
||||
initialCallId = currentCallId;
|
||||
}
|
||||
|
||||
Console.WriteLine($"Processing computer call (ID: {currentCallId})");
|
||||
|
||||
// Simulate executing the action and taking a screenshot
|
||||
(SearchState CurrentState, byte[] ImageBytes) screenInfo = ComputerUseUtil.HandleComputerActionAndTakeScreenshot(action, currentState, screenshots);
|
||||
currentState = screenInfo.CurrentState;
|
||||
|
||||
Console.WriteLine("Sending action result back to agent...");
|
||||
|
||||
AIContent content = new()
|
||||
{
|
||||
RawRepresentation = new ComputerCallOutputResponseItem(
|
||||
initialCallId,
|
||||
output: ComputerCallOutput.CreateScreenshotOutput(new BinaryData(screenInfo.ImageBytes), "image/png"))
|
||||
};
|
||||
|
||||
// Follow-up message with action result and new screenshot
|
||||
message = new(ChatRole.User, [content]);
|
||||
runResponse = await agent.RunAsync(message, thread: thread, options: runOptions);
|
||||
}
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user