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208 lines
7.6 KiB
C#

// Copyright (c) Microsoft. All rights reserved.
using System.ComponentModel;
using Azure.AI.Agents.Persistent;
using Microsoft.SemanticKernel;
using Microsoft.SemanticKernel.Agents;
using Microsoft.SemanticKernel.Agents.AzureAI;
using Microsoft.SemanticKernel.ChatCompletion;
namespace Agents;
/// <summary>
/// Demonstrate consuming "streaming" message for <see cref="AzureAIAgent"/>.
/// </summary>
public class AzureAIAgent_Streaming(ITestOutputHelper output) : BaseAzureAgentTest(output)
{
[Fact]
public async Task UseStreamingAgentAsync()
{
const string AgentName = "Parrot";
const string AgentInstructions = "Repeat the user message in the voice of a pirate and then end with a parrot sound.";
// Define the agent
PersistentAgent definition = await this.Client.Administration.CreateAgentAsync(
TestConfiguration.AzureAI.ChatModelId,
AgentName,
null,
AgentInstructions);
AzureAIAgent agent = new(definition, this.Client);
try
{
// Create a thread for the agent conversation.
AzureAIAgentThread agentThread = new(this.Client, metadata: SampleMetadata);
// Respond to user input
await InvokeAgentAsync(agent, agentThread, "Fortune favors the bold.");
await InvokeAgentAsync(agent, agentThread, "I came, I saw, I conquered.");
await InvokeAgentAsync(agent, agentThread, "Practice makes perfect.");
// Output the entire chat history
await DisplayChatHistoryAsync(agentThread);
}
finally
{
await this.Client.Administration.DeleteAgentAsync(agent.Id);
}
}
[Fact]
public async Task UseStreamingAssistantAgentWithPluginAsync()
{
const string AgentName = "Host";
const string AgentInstructions = "Answer questions about the menu.";
// Define the agent
PersistentAgent definition = await this.Client.Administration.CreateAgentAsync(
TestConfiguration.AzureAI.ChatModelId,
AgentName,
null,
AgentInstructions);
AzureAIAgent agent = new(definition, this.Client);
// Initialize plugin and add to the agent's Kernel (same as direct Kernel usage).
KernelPlugin plugin = KernelPluginFactory.CreateFromType<MenuPlugin>();
agent.Kernel.Plugins.Add(plugin);
// Create a thread for the agent conversation.
AzureAIAgentThread agentThread = new(this.Client, metadata: SampleMetadata);
try
{
// Respond to user input
await InvokeAgentAsync(agent, agentThread, "What is the special soup and its price?");
await InvokeAgentAsync(agent, agentThread, "What is the special drink and its price?");
// Output the entire chat history
await DisplayChatHistoryAsync(agentThread);
}
finally
{
await this.Client.Threads.DeleteThreadAsync(agentThread.Id);
await this.Client.Administration.DeleteAgentAsync(agent.Id);
}
}
[Fact]
public async Task UseStreamingAssistantWithCodeInterpreterAsync()
{
const string AgentName = "MathGuy";
const string AgentInstructions = "Solve math problems with code.";
// Define the agent
PersistentAgent definition = await this.Client.Administration.CreateAgentAsync(
TestConfiguration.AzureAI.ChatModelId,
AgentName,
null,
AgentInstructions,
[new CodeInterpreterToolDefinition()]);
AzureAIAgent agent = new(definition, this.Client);
// Create a thread for the agent conversation.
AzureAIAgentThread agentThread = new(this.Client, metadata: SampleMetadata);
try
{
// Respond to user input
await InvokeAgentAsync(agent, agentThread, "Is 191 a prime number?");
await InvokeAgentAsync(agent, agentThread, "Determine the values in the Fibonacci sequence that that are less then the value of 101");
// Output the entire chat history
await DisplayChatHistoryAsync(agentThread);
}
finally
{
await this.Client.Threads.DeleteThreadAsync(agentThread.Id);
await this.Client.Administration.DeleteAgentAsync(agent.Id);
}
}
// Local function to invoke agent and display the conversation messages.
private async Task InvokeAgentAsync(AzureAIAgent agent, Microsoft.SemanticKernel.Agents.AgentThread agentThread, string input)
{
ChatMessageContent message = new(AuthorRole.User, input);
this.WriteAgentChatMessage(message);
// For this sample, also capture fully formed messages so we can display them later.
ChatHistory history = [];
Task OnNewMessage(ChatMessageContent message)
{
history.Add(message);
return Task.CompletedTask;
}
bool isFirst = false;
bool isCode = false;
await foreach (StreamingChatMessageContent response in agent.InvokeStreamingAsync(message, agentThread, new AgentInvokeOptions() { OnIntermediateMessage = OnNewMessage }))
{
if (string.IsNullOrEmpty(response.Content))
{
StreamingFunctionCallUpdateContent? functionCall = response.Items.OfType<StreamingFunctionCallUpdateContent>().SingleOrDefault();
if (functionCall?.Name != null)
{
(string? pluginName, string functionName) = this.ParseFunctionName(functionCall.Name);
Console.WriteLine($"\n# {response.Role} - {response.AuthorName ?? "*"}: FUNCTION CALL - {$"{pluginName}." ?? string.Empty}{functionName}");
}
continue;
}
// Differentiate between assistant and tool messages
if (isCode != (response.Metadata?.ContainsKey(AzureAIAgent.CodeInterpreterMetadataKey) ?? false))
{
isFirst = false;
isCode = !isCode;
}
if (!isFirst)
{
Console.WriteLine($"\n# {response.Role} - {response.AuthorName ?? "*"}:");
isFirst = true;
}
Console.WriteLine($"\t > streamed: '{response.Content}'");
}
foreach (ChatMessageContent content in history)
{
this.WriteAgentChatMessage(content);
}
}
private async Task DisplayChatHistoryAsync(AzureAIAgentThread agentThread)
{
Console.WriteLine("================================");
Console.WriteLine("CHAT HISTORY");
Console.WriteLine("================================");
ChatMessageContent[] messages = await agentThread.GetMessagesAsync().ToArrayAsync();
for (int index = messages.Length - 1; index >= 0; --index)
{
this.WriteAgentChatMessage(messages[index]);
}
}
public sealed class MenuPlugin
{
[KernelFunction, Description("Provides a list of specials from the menu.")]
[System.Diagnostics.CodeAnalysis.SuppressMessage("Design", "CA1024:Use properties where appropriate", Justification = "Too smart")]
public string GetSpecials()
{
return
"""
Special Soup: Clam Chowder
Special Salad: Cobb Salad
Special Drink: Chai Tea
""";
}
[KernelFunction, Description("Provides the price of the requested menu item.")]
public string GetItemPrice(
[Description("The name of the menu item.")]
string menuItem)
{
return "$9.99";
}
}
}