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2026-07-13 13:21:23 +08:00

182 lines
6.8 KiB
C#

// Copyright (c) Microsoft. All rights reserved.
using System.ComponentModel;
using Microsoft.SemanticKernel;
using Microsoft.SemanticKernel.Agents;
using Microsoft.SemanticKernel.Agents.OpenAI;
using Microsoft.SemanticKernel.ChatCompletion;
using OpenAI.Assistants;
namespace Agents;
/// <summary>
/// Demonstrate consuming "streaming" message for <see cref="OpenAIAssistantAgent"/>.
/// </summary>
public class OpenAIAssistant_Streaming(ITestOutputHelper output) : BaseAssistantTest(output)
{
[Fact]
public async Task UseStreamingAssistantAgentAsync()
{
// Define the assistant
Assistant assistant =
await this.AssistantClient.CreateAssistantAsync(
this.Model,
name: "Parrot",
instructions: "Repeat the user message in the voice of a pirate and then end with a parrot sound.",
metadata: SampleMetadata);
// Create the agent
OpenAIAssistantAgent agent = new(assistant, this.AssistantClient);
// Create a thread for the agent conversation.
OpenAIAssistantAgentThread agentThread = new(this.AssistantClient, 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);
}
[Fact]
public async Task UseStreamingAssistantAgentWithPluginAsync()
{
// Define the assistant
Assistant assistant =
await this.AssistantClient.CreateAssistantAsync(
this.Model,
name: "Host",
instructions: "Answer questions about the menu.",
metadata: SampleMetadata);
// Create the agent
KernelPlugin plugin = KernelPluginFactory.CreateFromType<MenuPlugin>();
OpenAIAssistantAgent agent = new(assistant, this.AssistantClient, [plugin]);
// Create a thread for the agent conversation.
OpenAIAssistantAgentThread agentThread = new(this.AssistantClient, metadata: SampleMetadata);
// 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);
}
[Fact]
public async Task UseStreamingAssistantWithCodeInterpreterAsync()
{
// Define the assistant
Assistant assistant =
await this.AssistantClient.CreateAssistantAsync(
this.Model,
name: "MathGuy",
instructions: "Solve math problems with code.",
enableCodeInterpreter: true,
metadata: SampleMetadata);
// Create the agent
OpenAIAssistantAgent agent = new(assistant, this.AssistantClient);
// Create a thread for the agent conversation.
OpenAIAssistantAgentThread agentThread = new(this.AssistantClient, metadata: SampleMetadata);
// 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);
}
// Local function to invoke agent and display the conversation messages.
private async Task InvokeAgentAsync(OpenAIAssistantAgent agent, 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() { 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(OpenAIAssistantAgent.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(OpenAIAssistantAgentThread 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";
}
}
}