Merge branch 'main' into grpc_optional

Author: jackgerrits

README.md

@@ -10,7 +10,7 @@
 # AutoGen
 
 > [!IMPORTANT]
->
+> - (11/14/24) ⚠️ In response to a number of asks to clarify and distinguish between official AutoGen and its forks that created confusion, we issued a [clarification statement](https://github.com/microsoft/autogen/discussions/4217).
 > - (10/13/24) Interested in the standard AutoGen as a prior user? Find it at the actively-maintained *AutoGen* [0.2 branch](https://github.com/microsoft/autogen/tree/0.2) and `autogen-agentchat~=0.2` PyPi package.
 > - (10/02/24) [AutoGen 0.4](https://microsoft.github.io/autogen/dev) is a from-the-ground-up rewrite of AutoGen. Learn more about the history, goals and future at [this blog post](https://microsoft.github.io/autogen/blog). We’re excited to work with the community to gather feedback, refine, and improve the project before we officially release 0.4. This is a big change, so AutoGen 0.2 is still available, maintained, and developed in the [0.2 branch](https://github.com/microsoft/autogen/tree/0.2).
 

dotnet/src/AutoGen.OpenAI/AutoGen.OpenAI.csproj

@@ -18,6 +18,7 @@
 
   <ItemGroup>
     <PackageReference Include="OpenAI" Version="$(OpenAISDKVersion)" />
+    <ProjectReference Include="..\AutoGen.SourceGenerator\AutoGen.SourceGenerator.csproj" OutputItemType="Analyzer" ReferenceOutputAssembly="false" />
   </ItemGroup>
 
   <ItemGroup>

dotnet/src/AutoGen.OpenAI/Orchestrator/RolePlayToolCallOrchestrator.cs

@@ -0,0 +1,133 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// RolePlayToolCallOrchestrator.cs
+
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading;
+using System.Threading.Tasks;
+using AutoGen.OpenAI.Extension;
+using OpenAI.Chat;
+
+namespace AutoGen.OpenAI.Orchestrator;
+
+/// <summary>
+/// Orchestrating group chat using role play tool call
+/// </summary>
+public partial class RolePlayToolCallOrchestrator : IOrchestrator
+{
+    public readonly ChatClient chatClient;
+    private readonly Graph? workflow;
+
+    public RolePlayToolCallOrchestrator(ChatClient chatClient, Graph? workflow = null)
+    {
+        this.chatClient = chatClient;
+        this.workflow = workflow;
+    }
+
+    public async Task<IAgent?> GetNextSpeakerAsync(
+        OrchestrationContext context,
+        CancellationToken cancellationToken = default)
+    {
+        var candidates = context.Candidates.ToList();
+
+        if (candidates.Count == 0)
+        {
+            return null;
+        }
+
+        if (candidates.Count == 1)
+        {
+            return candidates.First();
+        }
+
+        // if there's a workflow
+        // and the next available agent from the workflow is in the group chat
+        // then return the next agent from the workflow
+        if (this.workflow != null)
+        {
+            var lastMessage = context.ChatHistory.LastOrDefault();
+            if (lastMessage == null)
+            {
+                return null;
+            }
+            var currentSpeaker = candidates.First(candidates => candidates.Name == lastMessage.From);
+            var nextAgents = await this.workflow.TransitToNextAvailableAgentsAsync(currentSpeaker, context.ChatHistory, cancellationToken);
+            nextAgents = nextAgents.Where(nextAgent => candidates.Any(candidate => candidate.Name == nextAgent.Name));
+            candidates = nextAgents.ToList();
+            if (!candidates.Any())
+            {
+                return null;
+            }
+
+            if (candidates is { Count: 1 })
+            {
+                return candidates.First();
+            }
+        }
+
+        // In this case, since there are more than one available agents from the workflow for the next speaker
+        // We need to invoke LLM to select the next speaker via select next speaker function
+
+        var chatHistoryStringBuilder = new StringBuilder();
+        foreach (var message in context.ChatHistory)
+        {
+            var chatHistoryPrompt = $"{message.From}: {message.GetContent()}";
+
+            chatHistoryStringBuilder.AppendLine(chatHistoryPrompt);
+        }
+
+        var chatHistory = chatHistoryStringBuilder.ToString();
+
+        var prompt = $"""
+            # Task: Select the next speaker
+
+            You are in a role-play game. Carefully read the conversation history and select the next speaker from the available roles.
+
+            # Conversation
+            {chatHistory}
+
+            # Available roles
+            - {string.Join(",", candidates.Select(candidate => candidate.Name))}
+
+            Select the next speaker from the available roles and provide a reason for your selection.
+            """;
+
+        // enforce the next speaker to be selected by the LLM
+        var option = new ChatCompletionOptions
+        {
+            ToolChoice = ChatToolChoice.CreateFunctionChoice(this.SelectNextSpeakerFunctionContract.Name),
+        };
+
+        option.Tools.Add(this.SelectNextSpeakerFunctionContract.ToChatTool());
+        var toolCallMiddleware = new FunctionCallMiddleware(
+            functions: [this.SelectNextSpeakerFunctionContract],
+            functionMap: new Dictionary<string, Func<string, Task<string>>>
+            {
+                [this.SelectNextSpeakerFunctionContract.Name] = this.SelectNextSpeakerWrapper,
+            });
+
+        var selectAgent = new OpenAIChatAgent(
+            chatClient,
+            "admin",
+            option)
+            .RegisterMessageConnector()
+            .RegisterMiddleware(toolCallMiddleware);
+
+        var reply = await selectAgent.SendAsync(prompt);
+
+        var nextSpeaker = candidates.FirstOrDefault(candidate => candidate.Name == reply.GetContent());
+
+        return nextSpeaker;
+    }
+
+    /// <summary>
+    /// Select the next speaker by name and reason
+    /// </summary>
+    [Function]
+    public async Task<string> SelectNextSpeaker(string name, string reason)
+    {
+        return name;
+    }
+}