autogen/dotnet/test/AutoGen.AzureAIInference.Tests/ChatRequestMessageTests.cs

562 lines
25 KiB
C#

// Copyright (c) Microsoft Corporation. All rights reserved.
// ChatRequestMessageTests.cs
using System;
using System.Collections.Generic;
using System.Linq;
using System.Reflection;
using System.Threading.Tasks;
using AutoGen.Core;
using AutoGen.Tests;
using Azure.AI.Inference;
using FluentAssertions;
using Xunit;
namespace AutoGen.AzureAIInference.Tests;
public class ChatRequestMessageTests
{
[Fact]
public async Task ItProcessUserTextMessageAsync()
{
var middleware = new AzureAIInferenceChatRequestMessageConnector();
var agent = new EchoAgent("assistant")
.RegisterMiddleware(async (msgs, _, innerAgent, _) =>
{
var innerMessage = msgs.Last();
innerMessage!.Should().BeOfType<MessageEnvelope<ChatRequestMessage>>();
var chatRequestMessage = (ChatRequestUserMessage)((MessageEnvelope<ChatRequestMessage>)innerMessage!).Content;
chatRequestMessage.Content.Should().Be("Hello");
return await innerAgent.GenerateReplyAsync(msgs);
})
.RegisterMiddleware(middleware);
// user message
IMessage message = new TextMessage(Role.User, "Hello", "user");
await agent.GenerateReplyAsync([message]);
}
[Fact]
public async Task ItShortcutChatRequestMessageAsync()
{
var middleware = new AzureAIInferenceChatRequestMessageConnector();
var agent = new EchoAgent("assistant")
.RegisterMiddleware(async (msgs, _, innerAgent, _) =>
{
var innerMessage = msgs.Last();
innerMessage!.Should().BeOfType<MessageEnvelope<ChatRequestUserMessage>>();
var chatRequestMessage = (ChatRequestUserMessage)((MessageEnvelope<ChatRequestUserMessage>)innerMessage!).Content;
chatRequestMessage.Content.Should().Be("hello");
return await innerAgent.GenerateReplyAsync(msgs);
})
.RegisterMiddleware(middleware);
// user message
var userMessage = new ChatRequestUserMessage("hello");
var chatRequestMessage = MessageEnvelope.Create(userMessage);
await agent.GenerateReplyAsync([chatRequestMessage]);
}
[Fact]
public async Task ItShortcutMessageWhenStrictModelIsFalseAsync()
{
var middleware = new AzureAIInferenceChatRequestMessageConnector();
var agent = new EchoAgent("assistant")
.RegisterMiddleware(async (msgs, _, innerAgent, _) =>
{
var innerMessage = msgs.Last();
innerMessage!.Should().BeOfType<MessageEnvelope<string>>();
var chatRequestMessage = ((MessageEnvelope<string>)innerMessage!).Content;
chatRequestMessage.Should().Be("hello");
return await innerAgent.GenerateReplyAsync(msgs);
})
.RegisterMiddleware(middleware);
// user message
var userMessage = "hello";
var chatRequestMessage = MessageEnvelope.Create(userMessage);
await agent.GenerateReplyAsync([chatRequestMessage]);
}
[Fact]
public async Task ItThrowExceptionWhenStrictModeIsTrueAsync()
{
var middleware = new AzureAIInferenceChatRequestMessageConnector(true);
var agent = new EchoAgent("assistant")
.RegisterMiddleware(middleware);
// user message
var userMessage = "hello";
var chatRequestMessage = MessageEnvelope.Create(userMessage);
Func<Task> action = async () => await agent.GenerateReplyAsync([chatRequestMessage]);
await action.Should().ThrowAsync<InvalidOperationException>().WithMessage("Invalid message type: MessageEnvelope`1");
}
[Fact]
public async Task ItProcessAssistantTextMessageAsync()
{
var middleware = new AzureAIInferenceChatRequestMessageConnector();
var agent = new EchoAgent("assistant")
.RegisterMiddleware(async (msgs, _, innerAgent, _) =>
{
var innerMessage = msgs.Last();
innerMessage!.Should().BeOfType<MessageEnvelope<ChatRequestMessage>>();
var chatRequestMessage = (ChatRequestAssistantMessage)((MessageEnvelope<ChatRequestMessage>)innerMessage!).Content;
chatRequestMessage.Content.Should().Be("How can I help you?");
return await innerAgent.GenerateReplyAsync(msgs);
})
.RegisterMiddleware(middleware);
// assistant message
IMessage message = new TextMessage(Role.Assistant, "How can I help you?", "assistant");
await agent.GenerateReplyAsync([message]);
}
[Fact]
public async Task ItProcessSystemTextMessageAsync()
{
var middleware = new AzureAIInferenceChatRequestMessageConnector();
var agent = new EchoAgent("assistant")
.RegisterMiddleware(async (msgs, _, innerAgent, _) =>
{
var innerMessage = msgs.Last();
innerMessage!.Should().BeOfType<MessageEnvelope<ChatRequestMessage>>();
var chatRequestMessage = (ChatRequestSystemMessage)((MessageEnvelope<ChatRequestMessage>)innerMessage!).Content;
chatRequestMessage.Content.Should().Be("You are a helpful AI assistant");
return await innerAgent.GenerateReplyAsync(msgs);
})
.RegisterMiddleware(middleware);
// system message
IMessage message = new TextMessage(Role.System, "You are a helpful AI assistant");
await agent.GenerateReplyAsync([message]);
}
[Fact]
public async Task ItProcessImageMessageAsync()
{
var middleware = new AzureAIInferenceChatRequestMessageConnector();
var agent = new EchoAgent("assistant")
.RegisterMiddleware(async (msgs, _, innerAgent, _) =>
{
var innerMessage = msgs.Last();
innerMessage!.Should().BeOfType<MessageEnvelope<ChatRequestMessage>>();
var chatRequestMessage = (ChatRequestUserMessage)((MessageEnvelope<ChatRequestMessage>)innerMessage!).Content;
chatRequestMessage.Content.Should().BeNullOrEmpty();
chatRequestMessage.MultimodalContentItems.Count().Should().Be(1);
chatRequestMessage.MultimodalContentItems.First().Should().BeOfType<ChatMessageImageContentItem>();
return await innerAgent.GenerateReplyAsync(msgs);
})
.RegisterMiddleware(middleware);
// user message
IMessage message = new ImageMessage(Role.User, "https://example.com/image.png", "user");
await agent.GenerateReplyAsync([message]);
}
[Fact]
public async Task ItThrowExceptionWhenProcessingImageMessageFromSelfAndStrictModeIsTrueAsync()
{
var middleware = new AzureAIInferenceChatRequestMessageConnector(true);
var agent = new EchoAgent("assistant")
.RegisterMiddleware(middleware);
var imageMessage = new ImageMessage(Role.Assistant, "https://example.com/image.png", "assistant");
Func<Task> action = async () => await agent.GenerateReplyAsync([imageMessage]);
await action.Should().ThrowAsync<InvalidOperationException>().WithMessage("Invalid message type: ImageMessage");
}
[Fact]
public async Task ItProcessMultiModalMessageAsync()
{
var middleware = new AzureAIInferenceChatRequestMessageConnector();
var agent = new EchoAgent("assistant")
.RegisterMiddleware(async (msgs, _, innerAgent, _) =>
{
var innerMessage = msgs.Last();
innerMessage!.Should().BeOfType<MessageEnvelope<ChatRequestMessage>>();
var chatRequestMessage = (ChatRequestUserMessage)((MessageEnvelope<ChatRequestMessage>)innerMessage!).Content;
chatRequestMessage.Content.Should().BeNullOrEmpty();
chatRequestMessage.MultimodalContentItems.Count().Should().Be(2);
chatRequestMessage.MultimodalContentItems.First().Should().BeOfType<ChatMessageTextContentItem>();
chatRequestMessage.MultimodalContentItems.Last().Should().BeOfType<ChatMessageImageContentItem>();
return await innerAgent.GenerateReplyAsync(msgs);
})
.RegisterMiddleware(middleware);
// user message
IMessage message = new MultiModalMessage(
Role.User,
[
new TextMessage(Role.User, "Hello", "user"),
new ImageMessage(Role.User, "https://example.com/image.png", "user"),
], "user");
await agent.GenerateReplyAsync([message]);
}
[Fact]
public async Task ItThrowExceptionWhenProcessingMultiModalMessageFromSelfAndStrictModeIsTrueAsync()
{
var middleware = new AzureAIInferenceChatRequestMessageConnector(true);
var agent = new EchoAgent("assistant")
.RegisterMiddleware(middleware);
var multiModalMessage = new MultiModalMessage(
Role.Assistant,
[
new TextMessage(Role.User, "Hello", "assistant"),
new ImageMessage(Role.User, "https://example.com/image.png", "assistant"),
], "assistant");
Func<Task> action = async () => await agent.GenerateReplyAsync([multiModalMessage]);
await action.Should().ThrowAsync<InvalidOperationException>().WithMessage("Invalid message type: MultiModalMessage");
}
[Fact]
public async Task ItProcessToolCallMessageAsync()
{
var middleware = new AzureAIInferenceChatRequestMessageConnector();
var agent = new EchoAgent("assistant")
.RegisterMiddleware(async (msgs, _, innerAgent, _) =>
{
var innerMessage = msgs.Last();
innerMessage!.Should().BeOfType<MessageEnvelope<ChatRequestMessage>>();
var chatRequestMessage = (ChatRequestAssistantMessage)((MessageEnvelope<ChatRequestMessage>)innerMessage!).Content;
chatRequestMessage.ToolCalls.Count().Should().Be(1);
chatRequestMessage.Content.Should().Be("textContent");
chatRequestMessage.ToolCalls.First().Should().BeOfType<ChatCompletionsFunctionToolCall>();
var functionToolCall = (ChatCompletionsFunctionToolCall)chatRequestMessage.ToolCalls.First();
functionToolCall.Name.Should().Be("test");
functionToolCall.Id.Should().Be("test");
functionToolCall.Arguments.Should().Be("test");
return await innerAgent.GenerateReplyAsync(msgs);
})
.RegisterMiddleware(middleware);
// user message
IMessage message = new ToolCallMessage("test", "test", "assistant")
{
Content = "textContent",
};
await agent.GenerateReplyAsync([message]);
}
[Fact]
public async Task ItProcessParallelToolCallMessageAsync()
{
var middleware = new AzureAIInferenceChatRequestMessageConnector();
var agent = new EchoAgent("assistant")
.RegisterMiddleware(async (msgs, _, innerAgent, _) =>
{
var innerMessage = msgs.Last();
innerMessage!.Should().BeOfType<MessageEnvelope<ChatRequestMessage>>();
var chatRequestMessage = (ChatRequestAssistantMessage)((MessageEnvelope<ChatRequestMessage>)innerMessage!).Content;
chatRequestMessage.Content.Should().BeNullOrEmpty();
chatRequestMessage.ToolCalls.Count().Should().Be(2);
for (int i = 0; i < chatRequestMessage.ToolCalls.Count(); i++)
{
chatRequestMessage.ToolCalls.ElementAt(i).Should().BeOfType<ChatCompletionsFunctionToolCall>();
var functionToolCall = (ChatCompletionsFunctionToolCall)chatRequestMessage.ToolCalls.ElementAt(i);
functionToolCall.Name.Should().Be("test");
functionToolCall.Id.Should().Be($"test_{i}");
functionToolCall.Arguments.Should().Be("test");
}
return await innerAgent.GenerateReplyAsync(msgs);
})
.RegisterMiddleware(middleware);
// user message
var toolCalls = new[]
{
new ToolCall("test", "test"),
new ToolCall("test", "test"),
};
IMessage message = new ToolCallMessage(toolCalls, "assistant");
await agent.GenerateReplyAsync([message]);
}
[Fact]
public async Task ItThrowExceptionWhenProcessingToolCallMessageFromUserAndStrictModeIsTrueAsync()
{
var middleware = new AzureAIInferenceChatRequestMessageConnector(strictMode: true);
var agent = new EchoAgent("assistant")
.RegisterMiddleware(middleware);
var toolCallMessage = new ToolCallMessage("test", "test", "user");
Func<Task> action = async () => await agent.GenerateReplyAsync([toolCallMessage]);
await action.Should().ThrowAsync<InvalidOperationException>().WithMessage("Invalid message type: ToolCallMessage");
}
[Fact]
public async Task ItProcessToolCallResultMessageAsync()
{
var middleware = new AzureAIInferenceChatRequestMessageConnector();
var agent = new EchoAgent("assistant")
.RegisterMiddleware(async (msgs, _, innerAgent, _) =>
{
var innerMessage = msgs.Last();
innerMessage!.Should().BeOfType<MessageEnvelope<ChatRequestMessage>>();
var chatRequestMessage = (ChatRequestToolMessage)((MessageEnvelope<ChatRequestMessage>)innerMessage!).Content;
chatRequestMessage.Content.Should().Be("result");
chatRequestMessage.ToolCallId.Should().Be("test");
return await innerAgent.GenerateReplyAsync(msgs);
})
.RegisterMiddleware(middleware);
// user message
IMessage message = new ToolCallResultMessage("result", "test", "test", "user");
await agent.GenerateReplyAsync([message]);
}
[Fact]
public async Task ItProcessParallelToolCallResultMessageAsync()
{
var middleware = new AzureAIInferenceChatRequestMessageConnector();
var agent = new EchoAgent("assistant")
.RegisterMiddleware(async (msgs, _, innerAgent, _) =>
{
msgs.Count().Should().Be(2);
for (int i = 0; i < msgs.Count(); i++)
{
var innerMessage = msgs.ElementAt(i);
innerMessage!.Should().BeOfType<MessageEnvelope<ChatRequestMessage>>();
var chatRequestMessage = (ChatRequestToolMessage)((MessageEnvelope<ChatRequestMessage>)innerMessage!).Content;
chatRequestMessage.Content.Should().Be("result");
chatRequestMessage.ToolCallId.Should().Be($"test_{i}");
}
return await innerAgent.GenerateReplyAsync(msgs);
})
.RegisterMiddleware(middleware);
// user message
var toolCalls = new[]
{
new ToolCall("test", "test", "result"),
new ToolCall("test", "test", "result"),
};
IMessage message = new ToolCallResultMessage(toolCalls, "user");
await agent.GenerateReplyAsync([message]);
}
[Fact]
public async Task ItProcessFunctionCallMiddlewareMessageFromUserAsync()
{
var middleware = new AzureAIInferenceChatRequestMessageConnector();
var agent = new EchoAgent("assistant")
.RegisterMiddleware(async (msgs, _, innerAgent, _) =>
{
msgs.Count().Should().Be(1);
var innerMessage = msgs.Last();
innerMessage!.Should().BeOfType<MessageEnvelope<ChatRequestMessage>>();
var chatRequestMessage = (ChatRequestUserMessage)((MessageEnvelope<ChatRequestMessage>)innerMessage!).Content;
chatRequestMessage.Content.Should().Be("result");
return await innerAgent.GenerateReplyAsync(msgs);
})
.RegisterMiddleware(middleware);
// user message
var toolCallMessage = new ToolCallMessage("test", "test", "user");
var toolCallResultMessage = new ToolCallResultMessage("result", "test", "test", "user");
var aggregateMessage = new AggregateMessage<ToolCallMessage, ToolCallResultMessage>(toolCallMessage, toolCallResultMessage, "user");
await agent.GenerateReplyAsync([aggregateMessage]);
}
[Fact]
public async Task ItProcessFunctionCallMiddlewareMessageFromAssistantAsync()
{
var middleware = new AzureAIInferenceChatRequestMessageConnector();
var agent = new EchoAgent("assistant")
.RegisterMiddleware(async (msgs, _, innerAgent, _) =>
{
msgs.Count().Should().Be(2);
var innerMessage = msgs.Last();
innerMessage!.Should().BeOfType<MessageEnvelope<ChatRequestMessage>>();
var chatRequestMessage = (ChatRequestToolMessage)((MessageEnvelope<ChatRequestMessage>)innerMessage!).Content;
chatRequestMessage.Content.Should().Be("result");
chatRequestMessage.ToolCallId.Should().Be("test");
var toolCallMessage = msgs.First();
toolCallMessage!.Should().BeOfType<MessageEnvelope<ChatRequestMessage>>();
var toolCallRequestMessage = (ChatRequestAssistantMessage)((MessageEnvelope<ChatRequestMessage>)toolCallMessage!).Content;
toolCallRequestMessage.Content.Should().BeNullOrEmpty();
toolCallRequestMessage.ToolCalls.Count().Should().Be(1);
toolCallRequestMessage.ToolCalls.First().Should().BeOfType<ChatCompletionsFunctionToolCall>();
var functionToolCall = (ChatCompletionsFunctionToolCall)toolCallRequestMessage.ToolCalls.First();
functionToolCall.Name.Should().Be("test");
functionToolCall.Id.Should().Be("test");
functionToolCall.Arguments.Should().Be("test");
return await innerAgent.GenerateReplyAsync(msgs);
})
.RegisterMiddleware(middleware);
// user message
var toolCallMessage = new ToolCallMessage("test", "test", "assistant");
var toolCallResultMessage = new ToolCallResultMessage("result", "test", "test", "assistant");
var aggregateMessage = new ToolCallAggregateMessage(toolCallMessage, toolCallResultMessage, "assistant");
await agent.GenerateReplyAsync([aggregateMessage]);
}
[Fact]
public async Task ItProcessParallelFunctionCallMiddlewareMessageFromAssistantAsync()
{
var middleware = new AzureAIInferenceChatRequestMessageConnector();
var agent = new EchoAgent("assistant")
.RegisterMiddleware(async (msgs, _, innerAgent, _) =>
{
msgs.Count().Should().Be(3);
var toolCallMessage = msgs.First();
toolCallMessage!.Should().BeOfType<MessageEnvelope<ChatRequestMessage>>();
var toolCallRequestMessage = (ChatRequestAssistantMessage)((MessageEnvelope<ChatRequestMessage>)toolCallMessage!).Content;
toolCallRequestMessage.Content.Should().BeNullOrEmpty();
toolCallRequestMessage.ToolCalls.Count().Should().Be(2);
for (int i = 0; i < toolCallRequestMessage.ToolCalls.Count(); i++)
{
toolCallRequestMessage.ToolCalls.ElementAt(i).Should().BeOfType<ChatCompletionsFunctionToolCall>();
var functionToolCall = (ChatCompletionsFunctionToolCall)toolCallRequestMessage.ToolCalls.ElementAt(i);
functionToolCall.Name.Should().Be("test");
functionToolCall.Id.Should().Be($"test_{i}");
functionToolCall.Arguments.Should().Be("test");
}
for (int i = 1; i < msgs.Count(); i++)
{
var toolCallResultMessage = msgs.ElementAt(i);
toolCallResultMessage!.Should().BeOfType<MessageEnvelope<ChatRequestMessage>>();
var toolCallResultRequestMessage = (ChatRequestToolMessage)((MessageEnvelope<ChatRequestMessage>)toolCallResultMessage!).Content;
toolCallResultRequestMessage.Content.Should().Be("result");
toolCallResultRequestMessage.ToolCallId.Should().Be($"test_{i - 1}");
}
return await innerAgent.GenerateReplyAsync(msgs);
})
.RegisterMiddleware(middleware);
// user message
var toolCalls = new[]
{
new ToolCall("test", "test", "result"),
new ToolCall("test", "test", "result"),
};
var toolCallMessage = new ToolCallMessage(toolCalls, "assistant");
var toolCallResultMessage = new ToolCallResultMessage(toolCalls, "assistant");
var aggregateMessage = new AggregateMessage<ToolCallMessage, ToolCallResultMessage>(toolCallMessage, toolCallResultMessage, "assistant");
await agent.GenerateReplyAsync([aggregateMessage]);
}
[Fact]
public async Task ItConvertChatResponseMessageToTextMessageAsync()
{
var middleware = new AzureAIInferenceChatRequestMessageConnector();
var agent = new EchoAgent("assistant")
.RegisterMiddleware(middleware);
// text message
var textMessage = CreateInstance<ChatResponseMessage>(ChatRole.Assistant, "hello");
var chatRequestMessage = MessageEnvelope.Create(textMessage);
var message = await agent.GenerateReplyAsync([chatRequestMessage]);
message.Should().BeOfType<TextMessage>();
message.GetContent().Should().Be("hello");
message.GetRole().Should().Be(Role.Assistant);
}
[Fact]
public async Task ItConvertChatResponseMessageToToolCallMessageAsync()
{
var middleware = new AzureAIInferenceChatRequestMessageConnector();
var agent = new EchoAgent("assistant")
.RegisterMiddleware(middleware);
// tool call message
var toolCallMessage = CreateInstance<ChatResponseMessage>(ChatRole.Assistant, "textContent", new[] { new ChatCompletionsFunctionToolCall("test", "test", "test") }, new Dictionary<string, BinaryData>());
var chatRequestMessage = MessageEnvelope.Create(toolCallMessage);
var message = await agent.GenerateReplyAsync([chatRequestMessage]);
message.Should().BeOfType<ToolCallMessage>();
message.GetToolCalls()!.Count().Should().Be(1);
message.GetToolCalls()!.First().FunctionName.Should().Be("test");
message.GetToolCalls()!.First().FunctionArguments.Should().Be("test");
message.GetContent().Should().Be("textContent");
}
[Fact]
public async Task ItReturnOriginalMessageWhenStrictModeIsFalseAsync()
{
var middleware = new AzureAIInferenceChatRequestMessageConnector();
var agent = new EchoAgent("assistant")
.RegisterMiddleware(middleware);
// text message
var textMessage = "hello";
var messageToSend = MessageEnvelope.Create(textMessage);
var message = await agent.GenerateReplyAsync([messageToSend]);
message.Should().BeOfType<MessageEnvelope<string>>();
}
[Fact]
public async Task ItThrowInvalidOperationExceptionWhenStrictModeIsTrueAsync()
{
var middleware = new AzureAIInferenceChatRequestMessageConnector(true);
var agent = new EchoAgent("assistant")
.RegisterMiddleware(middleware);
// text message
var textMessage = new ChatRequestUserMessage("hello");
var messageToSend = MessageEnvelope.Create(textMessage);
Func<Task> action = async () => await agent.GenerateReplyAsync([messageToSend]);
await action.Should().ThrowAsync<InvalidOperationException>().WithMessage("Invalid return message type MessageEnvelope`1");
}
[Fact]
public void ToOpenAIChatRequestMessageShortCircuitTest()
{
var agent = new EchoAgent("assistant");
var middleware = new AzureAIInferenceChatRequestMessageConnector();
ChatRequestMessage[] messages =
[
new ChatRequestUserMessage("Hello"),
new ChatRequestAssistantMessage()
{
Content = "How can I help you?",
},
new ChatRequestSystemMessage("You are a helpful AI assistant"),
new ChatRequestToolMessage("test", "test"),
];
foreach (var oaiMessage in messages)
{
IMessage message = new MessageEnvelope<ChatRequestMessage>(oaiMessage);
var oaiMessages = middleware.ProcessIncomingMessages(agent, [message]);
oaiMessages.Count().Should().Be(1);
//oaiMessages.First().Should().BeOfType<IMessage<ChatRequestMessage>>();
if (oaiMessages.First() is IMessage<ChatRequestMessage> chatRequestMessage)
{
chatRequestMessage.Content.Should().Be(oaiMessage);
}
else
{
// fail the test
Assert.True(false);
}
}
}
private static T CreateInstance<T>(params object[] args)
{
var type = typeof(T);
var instance = type.Assembly.CreateInstance(
type.FullName!, false,
BindingFlags.Instance | BindingFlags.NonPublic,
null, args, null, null);
return (T)instance!;
}
}