[.Net] Mark Message as obsolete and add ToolCallAggregateMessage type

dotnet/sample/AutoGen.BasicSamples/CodeSnippet/OpenAICodeSnippet.cs

@@ -84,7 +84,7 @@ public async Task CreateOpenAIChatAgentAsync()
                     new TextMessage(Role.Assistant, "Hello", from: "user"),
                 ],
                 from: "user"),
-            new Message(Role.Assistant, "Hello", from: "user"), // Message type is going to be deprecated, please use TextMessage instead
+            new TextMessage(Role.Assistant, "Hello", from: "user"), // Message type is going to be deprecated, please use TextMessage instead
         };
 
         foreach (var message in messages)

dotnet/sample/AutoGen.BasicSamples/Example03_Agent_FunctionCall.cs

@@ -77,19 +77,19 @@ public static async Task RunAsync()
         // talk to the assistant agent
         var upperCase = await agent.SendAsync("convert to upper case: hello world");
         upperCase.GetContent()?.Should().Be("HELLO WORLD");
-        upperCase.Should().BeOfType<AggregateMessage<ToolCallMessage, ToolCallResultMessage>>();
+        upperCase.Should().BeOfType<ToolCallAggregateMessage>();
         upperCase.GetToolCalls().Should().HaveCount(1);
         upperCase.GetToolCalls().First().FunctionName.Should().Be(nameof(UpperCase));
 
         var concatString = await agent.SendAsync("concatenate strings: a, b, c, d, e");
         concatString.GetContent()?.Should().Be("a b c d e");
-        concatString.Should().BeOfType<AggregateMessage<ToolCallMessage, ToolCallResultMessage>>();
+        concatString.Should().BeOfType<ToolCallAggregateMessage>();
         concatString.GetToolCalls().Should().HaveCount(1);
         concatString.GetToolCalls().First().FunctionName.Should().Be(nameof(ConcatString));
 
         var calculateTax = await agent.SendAsync("calculate tax: 100, 0.1");
         calculateTax.GetContent().Should().Be("tax is 10");
-        calculateTax.Should().BeOfType<AggregateMessage<ToolCallMessage, ToolCallResultMessage>>();
+        calculateTax.Should().BeOfType<ToolCallAggregateMessage>();
         calculateTax.GetToolCalls().Should().HaveCount(1);
         calculateTax.GetToolCalls().First().FunctionName.Should().Be(nameof(CalculateTax));
     }

dotnet/sample/AutoGen.BasicSamples/Example05_Dalle_And_GPT4V.cs

@@ -1,8 +1,9 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Example05_Dalle_And_GPT4V.cs
 
-using AutoGen;
 using AutoGen.Core;
+using AutoGen.OpenAI;
+using AutoGen.OpenAI.Extension;
 using Azure.AI.OpenAI;
 using FluentAssertions;
 using autogen = AutoGen.LLMConfigAPI;
@@ -66,50 +67,39 @@ public static async Task RunAsync()
             File.Delete(imagePath);
         }
 
-        var dalleAgent = new AssistantAgent(
-            name: "dalle",
-            systemMessage: "You are a DALL-E agent that generate image from prompt, when conversation is terminated, return the most recent image url",
-            llmConfig: new ConversableAgentConfig
-            {
-                Temperature = 0,
-                ConfigList = gpt35Config,
-                FunctionContracts = new[]
-                {
-                    instance.GenerateImageFunctionContract,
-                },
-            },
+        var generateImageFunctionMiddleware = new FunctionCallMiddleware(
+            functions: [instance.GenerateImageFunctionContract],
             functionMap: new Dictionary<string, Func<string, Task<string>>>
             {
                 { nameof(GenerateImage), instance.GenerateImageWrapper },
-            })
+            });
+        var dalleAgent = new OpenAIChatAgent(
+            openAIClient: openAIClient,
+            modelName: "gpt-3.5-turbo",
+            name: "dalle",
+            systemMessage: "You are a DALL-E agent that generate image from prompt, when conversation is terminated, return the most recent image url")
+            .RegisterMessageConnector()
+            .RegisterStreamingMiddleware(generateImageFunctionMiddleware)
             .RegisterMiddleware(async (msgs, option, agent, ct) =>
             {
-                // if last message contains [TERMINATE], then find the last image url and terminate the conversation
-                if (msgs.Last().GetContent()?.Contains("TERMINATE") is true)
+                if (msgs.Any(msg => msg.GetContent()?.ToLower().Contains("approve") is true))
                 {
-                    var lastMessageWithImage = msgs.Last(msg => msg is ImageMessage) as ImageMessage;
-                    var lastImageUrl = lastMessageWithImage.Url;
-                    Console.WriteLine($"download image from {lastImageUrl} to {imagePath}");
-                    var httpClient = new HttpClient();
-                    var imageBytes = await httpClient.GetByteArrayAsync(lastImageUrl);
-                    File.WriteAllBytes(imagePath, imageBytes);
-
-                    var messageContent = $@"{GroupChatExtension.TERMINATE}
-
-{lastImageUrl}";
-                    return new TextMessage(Role.Assistant, messageContent)
-                    {
-                        From = "dalle",
-                    };
+                    return new TextMessage(Role.Assistant, $"The image satisfies the condition, conversation is terminated. {GroupChatExtension.TERMINATE}");
                 }
 
-                var reply = await agent.GenerateReplyAsync(msgs, option, ct);
+                var msgsWithoutImage = msgs.Where(msg => msg is not ImageMessage).ToList();
+                var reply = await agent.GenerateReplyAsync(msgsWithoutImage, option, ct);
 
                 if (reply.GetContent() is string content && content.Contains("IMAGE_GENERATION"))
                 {
                     var imageUrl = content.Split("\n").Last();
                     var imageMessage = new ImageMessage(Role.Assistant, imageUrl, from: reply.From);
 
+                    Console.WriteLine($"download image from {imageUrl} to {imagePath}");
+                    var httpClient = new HttpClient();
+                    var imageBytes = await httpClient.GetByteArrayAsync(imageUrl);
+                    File.WriteAllBytes(imagePath, imageBytes);
+
                     return imageMessage;
                 }
                 else
@@ -119,33 +109,25 @@ public static async Task RunAsync()
             })
             .RegisterPrintMessage();
 
-        var gpt4VAgent = new AssistantAgent(
+        var gpt4VAgent = new OpenAIChatAgent(
+            openAIClient: openAIClient,
             name: "gpt4v",
+            modelName: "gpt-4-vision-preview",
             systemMessage: @"You are a critism that provide feedback to DALL-E agent.
 Carefully check the image generated by DALL-E agent and provide feedback.
-If the image satisfies the condition, then terminate the conversation by saying [TERMINATE].
+If the image satisfies the condition, then say [APPROVE].
 Otherwise, provide detailed feedback to DALL-E agent so it can generate better image.
 
 The image should satisfy the following conditions:
 - There should be a cat and a mouse in the image
-- The cat should be chasing after the mouse
-",
-            llmConfig: new ConversableAgentConfig
-            {
-                Temperature = 0,
-                ConfigList = gpt4vConfig,
-            })
+- The cat should be chasing after the mouse")
+            .RegisterMessageConnector()
             .RegisterPrintMessage();
 
-        IEnumerable<IMessage> conversation = new List<IMessage>()
-        {
-            new TextMessage(Role.User, "Hey dalle, please generate image from prompt: English short hair blue cat chase after a mouse")
-        };
-        var maxRound = 20;
         await gpt4VAgent.InitiateChatAsync(
             receiver: dalleAgent,
             message: "Hey dalle, please generate image from prompt: English short hair blue cat chase after a mouse",
-            maxRound: maxRound);
+            maxRound: 10);
 
         File.Exists(imagePath).Should().BeTrue();
     }

dotnet/sample/AutoGen.BasicSamples/Program.cs

@@ -1,6 +1,4 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Program.cs
 
-using AutoGen.BasicSample;
-Console.ReadLine();
-await Example16_OpenAIChatAgent_ConnectToThirdPartyBackend.RunAsync();
+await Example07_Dynamic_GroupChat_Calculate_Fibonacci.RunAsync();

dotnet/src/AutoGen.Core/Extension/MessageExtension.cs

@@ -1,6 +1,7 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // MessageExtension.cs
 
+using System;
 using System.Collections.Generic;
 using System.Linq;
 using System.Text;
@@ -15,7 +16,9 @@ public static string FormatMessage(this IMessage message)
     {
         return message switch
         {
+#pragma warning disable CS0618 // deprecated
             Message msg => msg.FormatMessage(),
+#pragma warning restore CS0618 // deprecated
             TextMessage textMessage => textMessage.FormatMessage(),
             ImageMessage imageMessage => imageMessage.FormatMessage(),
             ToolCallMessage toolCallMessage => toolCallMessage.FormatMessage(),
@@ -110,6 +113,8 @@ public static string FormatMessage(this AggregateMessage<ToolCallMessage, ToolCa
 
         return sb.ToString();
     }
+
+    [Obsolete("This method is deprecated, please use the extension method FormatMessage(this IMessage message) instead.")]
     public static string FormatMessage(this Message message)
     {
         var sb = new StringBuilder();
@@ -149,15 +154,16 @@ public static bool IsSystemMessage(this IMessage message)
         return message switch
         {
             TextMessage textMessage => textMessage.Role == Role.System,
+#pragma warning disable CS0618 // deprecated
             Message msg => msg.Role == Role.System,
+#pragma warning restore CS0618 // deprecated
             _ => false,
         };
     }
 
     /// <summary>
     /// Get the content from the message
-    /// <para>if the message is a <see cref="Message"/> or <see cref="TextMessage"/>, return the content</para>
-    /// <para>if the message is a <see cref="ToolCallResultMessage"/> and only contains one function call, return the result of that function call</para>
+    /// <para>if the message implements <see cref="ICanGetTextContent"/>, return the content from the message by calling <see cref="ICanGetTextContent.GetContent()"/></para>
     /// <para>if the message is a <see cref="AggregateMessage{ToolCallMessage, ToolCallResultMessage}"/> where TMessage1 is <see cref="ToolCallMessage"/> and TMessage2 is <see cref="ToolCallResultMessage"/> and the second message only contains one function call, return the result of that function call</para>
     /// <para>for all other situation, return null.</para>
     /// </summary>
@@ -166,9 +172,10 @@ public static bool IsSystemMessage(this IMessage message)
     {
         return message switch
         {
-            TextMessage textMessage => textMessage.Content,
+            ICanGetTextContent canGetTextContent => canGetTextContent.GetContent(),
+#pragma warning disable CS0618 // deprecated
             Message msg => msg.Content,
-            ToolCallResultMessage toolCallResultMessage => toolCallResultMessage.ToolCalls.Count == 1 ? toolCallResultMessage.ToolCalls.First().Result : null,
+#pragma warning restore CS0618 // deprecated
             AggregateMessage<ToolCallMessage, ToolCallResultMessage> aggregateMessage => aggregateMessage.Message2.ToolCalls.Count == 1 ? aggregateMessage.Message2.ToolCalls.First().Result : null,
             _ => null,
         };
@@ -182,7 +189,9 @@ public static bool IsSystemMessage(this IMessage message)
         return message switch
         {
             TextMessage textMessage => textMessage.Role,
+#pragma warning disable CS0618 // deprecated
             Message msg => msg.Role,
+#pragma warning restore CS0618 // deprecated
             ImageMessage img => img.Role,
             MultiModalMessage multiModal => multiModal.Role,
             _ => null,
@@ -191,8 +200,7 @@ public static bool IsSystemMessage(this IMessage message)
 
     /// <summary>
     /// Return the tool calls from the message if it's available.
-    /// <para>if the message is a <see cref="ToolCallMessage"/>, return its tool calls</para>
-    /// <para>if the message is a <see cref="Message"/> and the function name and function arguments are available, return a list of tool call with one item</para>
+    /// <para>if the message implements <see cref="ICanGetToolCalls"/>, return the tool calls from the message by calling <see cref="ICanGetToolCalls.GetToolCalls()"/></para>
     /// <para>if the message is a <see cref="AggregateMessage{ToolCallMessage, ToolCallResultMessage}"/> where TMessage1 is <see cref="ToolCallMessage"/> and TMessage2 is <see cref="ToolCallResultMessage"/>, return the tool calls from the first message</para>
     /// </summary>
     /// <param name="message"></param>
@@ -201,11 +209,13 @@ public static bool IsSystemMessage(this IMessage message)
     {
         return message switch
         {
-            ToolCallMessage toolCallMessage => toolCallMessage.ToolCalls,
+            ICanGetToolCalls canGetToolCalls => canGetToolCalls.GetToolCalls().ToList(),
+#pragma warning disable CS0618 // deprecated
             Message msg => msg.FunctionName is not null && msg.FunctionArguments is not null
-                ? msg.Content is not null ? new List<ToolCall> { new ToolCall(msg.FunctionName, msg.FunctionArguments, result: msg.Content) }
-                : new List<ToolCall> { new ToolCall(msg.FunctionName, msg.FunctionArguments) }
+                ? msg.Content is not null ? [new ToolCall(msg.FunctionName, msg.FunctionArguments, result: msg.Content)]
+                : new List<ToolCall> { new(msg.FunctionName, msg.FunctionArguments) }
                 : null,
+#pragma warning restore CS0618 // deprecated
             AggregateMessage<ToolCallMessage, ToolCallResultMessage> aggregateMessage => aggregateMessage.Message1.ToolCalls,
             _ => null,
         };

dotnet/src/AutoGen.Core/Message/IMessage.cs

@@ -1,6 +1,8 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // IMessage.cs
 
+using System.Collections.Generic;
+
 namespace AutoGen.Core;
 
 /// <summary>
@@ -29,7 +31,7 @@ namespace AutoGen.Core;
 /// <item>
 /// <see cref="AggregateMessage{TMessage1, TMessage2}"/>: an aggregate message type that contains two message types.
 /// This type is useful when you want to combine two message types into one unique message type. One example is when invoking a tool call and you want to return both <see cref="ToolCallMessage"/> and <see cref="ToolCallResultMessage"/>.
-/// One example of how this type is used in AutoGen is <see cref="FunctionCallMiddleware"/>
+/// One example of how this type is used in AutoGen is <see cref="FunctionCallMiddleware"/> and its return message <see cref="ToolCallAggregateMessage"/>
 /// </item>
 /// </list>
 /// </summary>
@@ -41,6 +43,24 @@ public interface IMessage<out T> : IMessage, IStreamingMessage<T>
 {
 }
 
+/// <summary>
+/// The interface for messages that can get text content.
+/// This interface will be used by <see cref="MessageExtension.GetContent(IMessage)"/> to get the content from the message.
+/// </summary>
+public interface ICanGetTextContent : IMessage, IStreamingMessage
+{
+    public string? GetContent();
+}
+
+/// <summary>
+/// The interface for messages that can get a list of <see cref="ToolCall"/>
+/// </summary>
+public interface ICanGetToolCalls : IMessage, IStreamingMessage
+{
+    public IEnumerable<ToolCall> GetToolCalls();
+}
+
+
 public interface IStreamingMessage
 {
     string? From { get; set; }

dotnet/src/AutoGen.Core/Message/Message.cs

@@ -1,10 +1,12 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Message.cs
 
+using System;
 using System.Collections.Generic;
 
 namespace AutoGen.Core;
 
+[Obsolete("This message class is deprecated, please use a specific AutoGen built-in message type instead. For more information, please visit https://microsoft.github.io/autogen-for-net/articles/Built-in-messages.html")]
 public class Message : IMessage
 {
     public Message(

dotnet/src/AutoGen.Core/Message/TextMessage.cs

@@ -3,7 +3,7 @@
 
 namespace AutoGen.Core;
 
-public class TextMessage : IMessage, IStreamingMessage
+public class TextMessage : IMessage, IStreamingMessage, ICanGetTextContent
 {
     public TextMessage(Role role, string content, string? from = null)
     {
@@ -44,9 +44,14 @@ public override string ToString()
     {
         return $"TextMessage({this.Role}, {this.Content}, {this.From})";
     }
+
+    public string? GetContent()
+    {
+        return this.Content;
+    }
 }
 
-public class TextMessageUpdate : IStreamingMessage
+public class TextMessageUpdate : IStreamingMessage, ICanGetTextContent
 {
     public TextMessageUpdate(Role role, string? content, string? from = null)
     {
@@ -60,4 +65,9 @@ public TextMessageUpdate(Role role, string? content, string? from = null)
     public string? From { get; set; }
 
     public Role Role { get; set; }
+
+    public string? GetContent()
+    {
+        return this.Content;
+    }
 }

dotnet/src/AutoGen.Core/Message/ToolCallAggregateMessage.cs

@@ -0,0 +1,28 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// FunctionCallAggregateMessage.cs
+
+using System.Collections.Generic;
+
+namespace AutoGen.Core;
+
+/// <summary>
+/// An aggregate message that contains a tool call message and a tool call result message.
+/// This message type is used by <see cref="FunctionCallMiddleware"/> to return both <see cref="ToolCallMessage"/> and <see cref="ToolCallResultMessage"/>.
+/// </summary>
+public class ToolCallAggregateMessage : AggregateMessage<ToolCallMessage, ToolCallResultMessage>, ICanGetTextContent, ICanGetToolCalls
+{
+    public ToolCallAggregateMessage(ToolCallMessage message1, ToolCallResultMessage message2, string? from = null)
+        : base(message1, message2, from)
+    {
+    }
+
+    public string? GetContent()
+    {
+        return this.Message2.GetContent();
+    }
+
+    public IEnumerable<ToolCall> GetToolCalls()
+    {
+        return this.Message1.GetToolCalls();
+    }
+}

dotnet/src/AutoGen.Core/Message/ToolCallMessage.cs

@@ -34,7 +34,7 @@ public override string ToString()
     }
 }
 
-public class ToolCallMessage : IMessage
+public class ToolCallMessage : IMessage, ICanGetToolCalls
 {
     public ToolCallMessage(IEnumerable<ToolCall> toolCalls, string? from = null)
     {
@@ -89,6 +89,11 @@ public override string ToString()
 
         return sb.ToString();
     }
+
+    public IEnumerable<ToolCall> GetToolCalls()
+    {
+        return this.ToolCalls;
+    }
 }
 
 public class ToolCallMessageUpdate : IStreamingMessage