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microsoft--semantic-kernel/dotnet/samples/Concepts/Agents/ChatCompletion_FunctionTermination.cs
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287 lines
10 KiB
C#

// Copyright (c) Microsoft. All rights reserved.
using System.ComponentModel;
using Microsoft.Extensions.DependencyInjection;
using Microsoft.SemanticKernel;
using Microsoft.SemanticKernel.Agents;
using Microsoft.SemanticKernel.ChatCompletion;
namespace Agents;
/// <summary>
/// Demonstrate usage of <see cref="IAutoFunctionInvocationFilter"/> for both direction invocation
/// of <see cref="ChatCompletionAgent"/> and via <see cref="AgentChat"/>.
/// </summary>
public class ChatCompletion_FunctionTermination(ITestOutputHelper output) : BaseAgentsTest(output)
{
[Theory]
[InlineData(true)]
[InlineData(false)]
public async Task UseAutoFunctionInvocationFilterWithAgentInvocation(bool useChatClient)
{
// Define the agent
ChatCompletionAgent agent =
new()
{
Instructions = "Answer questions about the menu.",
Kernel = CreateKernelWithFilter(useChatClient),
Arguments = new KernelArguments(new PromptExecutionSettings() { FunctionChoiceBehavior = FunctionChoiceBehavior.Auto() }),
};
KernelPlugin plugin = KernelPluginFactory.CreateFromType<MenuPlugin>();
agent.Kernel.Plugins.Add(plugin);
/// Create the thread to capture the agent interaction.
ChatHistoryAgentThread agentThread = new();
// Respond to user input, invoking functions where appropriate.
await InvokeAgentAsync("Hello");
await InvokeAgentAsync("What is the special soup?");
await InvokeAgentAsync("What is the special drink?");
await InvokeAgentAsync("Thank you");
// Display the entire chat history.
WriteChatHistory(await agentThread.GetMessagesAsync().ToArrayAsync());
// Local function to invoke agent and display the conversation messages.
async Task InvokeAgentAsync(string input)
{
ChatMessageContent message = new(AuthorRole.User, input);
this.WriteAgentChatMessage(message);
await foreach (ChatMessageContent response in agent.InvokeAsync(message, agentThread))
{
this.WriteAgentChatMessage(response);
}
}
}
[Theory]
[InlineData(true)]
[InlineData(false)]
public async Task UseAutoFunctionInvocationFilterWithAgentChat(bool useChatClient)
{
// Define the agent
ChatCompletionAgent agent =
new()
{
Instructions = "Answer questions about the menu.",
Kernel = CreateKernelWithFilter(useChatClient),
Arguments = new KernelArguments(new PromptExecutionSettings() { FunctionChoiceBehavior = FunctionChoiceBehavior.Auto() }),
};
KernelPlugin plugin = KernelPluginFactory.CreateFromType<MenuPlugin>();
agent.Kernel.Plugins.Add(plugin);
// Create a chat for agent interaction.
AgentGroupChat chat = new();
// Respond to user input, invoking functions where appropriate.
await InvokeAgentAsync("Hello");
await InvokeAgentAsync("What is the special soup?");
await InvokeAgentAsync("What is the special drink?");
await InvokeAgentAsync("Thank you");
// Display the entire chat history.
WriteChatHistory(await chat.GetChatMessagesAsync().ToArrayAsync());
// Local function to invoke agent and display the conversation messages.
async Task InvokeAgentAsync(string input)
{
ChatMessageContent message = new(AuthorRole.User, input);
chat.AddChatMessage(message);
this.WriteAgentChatMessage(message);
await foreach (ChatMessageContent response in chat.InvokeAsync(agent))
{
this.WriteAgentChatMessage(response);
}
}
}
[Theory]
[InlineData(true)]
[InlineData(false)]
public async Task UseAutoFunctionInvocationFilterWithStreamingAgentInvocation(bool useChatClient)
{
// Define the agent
ChatCompletionAgent agent =
new()
{
Instructions = "Answer questions about the menu.",
Kernel = CreateKernelWithFilter(useChatClient),
Arguments = new KernelArguments(new PromptExecutionSettings() { FunctionChoiceBehavior = FunctionChoiceBehavior.Auto() }),
};
KernelPlugin plugin = KernelPluginFactory.CreateFromType<MenuPlugin>();
agent.Kernel.Plugins.Add(plugin);
/// Create the thread to capture the agent interaction.
ChatHistoryAgentThread agentThread = new();
// Respond to user input, invoking functions where appropriate.
await InvokeAgentAsync("Hello");
await InvokeAgentAsync("What is the special soup?");
await InvokeAgentAsync("What is the special drink?");
await InvokeAgentAsync("Thank you");
// Display the entire chat history.
WriteChatHistory(await agentThread.GetMessagesAsync().ToArrayAsync());
// Local function to invoke agent and display the conversation messages.
async Task InvokeAgentAsync(string input)
{
ChatMessageContent message = new(AuthorRole.User, input);
this.WriteAgentChatMessage(message);
int historyCount = agentThread.ChatHistory.Count;
bool isFirst = false;
await foreach (StreamingChatMessageContent response in agent.InvokeStreamingAsync(message, agentThread))
{
if (string.IsNullOrEmpty(response.Content))
{
continue;
}
if (!isFirst)
{
Console.WriteLine($"\n# {response.Role} - {response.AuthorName ?? "*"}:");
isFirst = true;
}
Console.WriteLine($"\t > streamed: '{response.Content}'");
}
if (historyCount <= agentThread.ChatHistory.Count)
{
for (int index = historyCount; index < agentThread.ChatHistory.Count; index++)
{
this.WriteAgentChatMessage(agentThread.ChatHistory[index]);
}
}
}
}
[Theory]
[InlineData(true)]
[InlineData(false)]
public async Task UseAutoFunctionInvocationFilterWithStreamingAgentChat(bool useChatClient)
{
// Define the agent
ChatCompletionAgent agent =
new()
{
Instructions = "Answer questions about the menu.",
Kernel = CreateKernelWithFilter(useChatClient),
Arguments = new KernelArguments(new PromptExecutionSettings() { FunctionChoiceBehavior = FunctionChoiceBehavior.Auto() }),
};
KernelPlugin plugin = KernelPluginFactory.CreateFromType<MenuPlugin>();
agent.Kernel.Plugins.Add(plugin);
// Create a chat for agent interaction.
AgentGroupChat chat = new();
// Respond to user input, invoking functions where appropriate.
await InvokeAgentAsync("Hello");
await InvokeAgentAsync("What is the special soup?");
await InvokeAgentAsync("What is the special drink?");
await InvokeAgentAsync("Thank you");
// Display the entire chat history.
WriteChatHistory(await chat.GetChatMessagesAsync().ToArrayAsync());
// Local function to invoke agent and display the conversation messages.
async Task InvokeAgentAsync(string input)
{
ChatMessageContent message = new(AuthorRole.User, input);
chat.AddChatMessage(message);
this.WriteAgentChatMessage(message);
bool isFirst = false;
await foreach (StreamingChatMessageContent response in chat.InvokeStreamingAsync(agent))
{
if (string.IsNullOrEmpty(response.Content))
{
continue;
}
if (!isFirst)
{
Console.WriteLine($"\n# {response.Role} - {response.AuthorName ?? "*"}:");
isFirst = true;
}
Console.WriteLine($"\t > streamed: '{response.Content}'");
}
}
}
private void WriteChatHistory(IEnumerable<ChatMessageContent> chat)
{
Console.WriteLine("================================");
Console.WriteLine("CHAT HISTORY");
Console.WriteLine("================================");
foreach (ChatMessageContent message in chat)
{
this.WriteAgentChatMessage(message);
}
}
private Kernel CreateKernelWithFilter(bool useChatClient)
{
IKernelBuilder builder = Kernel.CreateBuilder();
if (useChatClient)
{
base.AddChatClientToKernel(builder);
}
else
{
base.AddChatCompletionToKernel(builder);
}
builder.Services.AddSingleton<IAutoFunctionInvocationFilter>(new AutoInvocationFilter());
return builder.Build();
}
private 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";
}
}
private sealed class AutoInvocationFilter(bool terminate = true) : IAutoFunctionInvocationFilter
{
public async Task OnAutoFunctionInvocationAsync(AutoFunctionInvocationContext context, Func<AutoFunctionInvocationContext, Task> next)
{
// Execution the function
await next(context);
// Signal termination if the function is from the MenuPlugin
if (context.Function.PluginName == nameof(MenuPlugin))
{
context.Terminate = terminate;
}
}
}
}