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2024-09-30 16:32:48 -07:00
// Copyright (c) Microsoft Corporation. All rights reserved.
// FSM_Group_Chat.cs
using System.Text;
#region Using
using AutoGen.Core;
using AutoGen.OpenAI;
using AutoGen.OpenAI.Extension;
using OpenAI;
using OpenAI.Chat;
#endregion Using
namespace AutoGen.BasicSample;
#region FillFormTool
public partial class FillFormTool
{
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private string? name;
private string? email;
private string? phone;
private string? address;
private bool? receiveUpdates;
[Function]
public async Task<string> SaveProgress(
string name,
string email,
string phone,
string address,
bool? receiveUpdates)
{
this.name = !string.IsNullOrEmpty(name) ? name : this.name;
this.email = !string.IsNullOrEmpty(email) ? email : this.email;
this.phone = !string.IsNullOrEmpty(phone) ? phone : this.phone;
this.address = !string.IsNullOrEmpty(address) ? address : this.address;
this.receiveUpdates = receiveUpdates ?? this.receiveUpdates;
var missingInformationStringBuilder = new StringBuilder();
if (string.IsNullOrEmpty(this.name))
{
missingInformationStringBuilder.AppendLine("Name is missing.");
}
if (string.IsNullOrEmpty(this.email))
{
missingInformationStringBuilder.AppendLine("Email is missing.");
}
if (string.IsNullOrEmpty(this.phone))
{
missingInformationStringBuilder.AppendLine("Phone is missing.");
}
if (string.IsNullOrEmpty(this.address))
{
missingInformationStringBuilder.AppendLine("Address is missing.");
}
if (this.receiveUpdates == null)
{
missingInformationStringBuilder.AppendLine("ReceiveUpdates is missing.");
}
if (missingInformationStringBuilder.Length > 0)
{
return missingInformationStringBuilder.ToString();
}
else
{
return "Application information is saved to database.";
}
}
}
#endregion FillFormTool
public class FSM_Group_Chat
{
public static async Task<IAgent> CreateSaveProgressAgent(ChatClient client)
{
#region Create_Save_Progress_Agent
var tool = new FillFormTool();
var functionCallMiddleware = new FunctionCallMiddleware(
functions: [tool.SaveProgressFunctionContract],
functionMap: new Dictionary<string, Func<string, Task<string>>>
{
{ tool.SaveProgressFunctionContract.Name!, tool.SaveProgressWrapper },
});
var chatAgent = new OpenAIChatAgent(
chatClient: client,
name: "application",
systemMessage: """You are a helpful application form assistant who saves progress while user fills application.""")
.RegisterMessageConnector()
.RegisterMiddleware(functionCallMiddleware)
.RegisterMiddleware(async (msgs, option, agent, ct) =>
{
var lastUserMessage = msgs.Last() ?? throw new Exception("No user message found.");
var prompt = $"""
Save progress according to the most recent information provided by user.
```user
{lastUserMessage.GetContent()}
```
""";
return await agent.GenerateReplyAsync([lastUserMessage], option, ct);
});
#endregion Create_Save_Progress_Agent
return chatAgent;
}
public static async Task<IAgent> CreateAssistantAgent(ChatClient chatClient)
{
#region Create_Assistant_Agent
var chatAgent = new OpenAIChatAgent(
chatClient: chatClient,
name: "assistant",
systemMessage: """You create polite prompt to ask user provide missing information""")
.RegisterMessageConnector()
.RegisterPrintMessage();
#endregion Create_Assistant_Agent
return chatAgent;
}
public static async Task<IAgent> CreateUserAgent(ChatClient chatClient)
{
#region Create_User_Agent
var chatAgent = new OpenAIChatAgent(
chatClient: chatClient,
name: "user",
systemMessage: """
You are a user who is filling an application form. Simply provide the information as requested and answer the questions, don't do anything else.
here's some personal information about you:
- name: John Doe
- email: 1234567@gmail.com
- phone: 123-456-7890
- address: 1234 Main St, Redmond, WA 98052
- want to receive update? true
""")
.RegisterMessageConnector()
.RegisterPrintMessage();
#endregion Create_User_Agent
return chatAgent;
}
public static async Task RunAsync()
{
var apiKey = Environment.GetEnvironmentVariable("OPENAI_API_KEY") ?? throw new Exception("Please set OPENAI_API_KEY environment variable.");
var model = "gpt-4o-mini";
var openaiClient = new OpenAIClient(apiKey);
var chatClient = openaiClient.GetChatClient(model);
var applicationAgent = await CreateSaveProgressAgent(chatClient);
var assistantAgent = await CreateAssistantAgent(chatClient);
var userAgent = await CreateUserAgent(chatClient);
#region Create_Graph
var userToApplicationTransition = Transition.Create(userAgent, applicationAgent);
var applicationToAssistantTransition = Transition.Create(applicationAgent, assistantAgent);
var assistantToUserTransition = Transition.Create(assistantAgent, userAgent);
var workflow = new Graph(
[
userToApplicationTransition,
applicationToAssistantTransition,
assistantToUserTransition,
]);
#endregion Create_Graph
#region Group_Chat
var groupChat = new GroupChat(
members: [userAgent, applicationAgent, assistantAgent],
workflow: workflow);
#endregion Group_Chat
var initialMessage = await assistantAgent.SendAsync("Generate a greeting meesage for user and start the conversation by asking what's their name.");
var chatHistory = new List<IMessage> { initialMessage };
await foreach (var msg in groupChat.SendAsync(chatHistory, maxRound: 30))
{
if (msg.GetContent().ToLower().Contains("application information is saved to database.") is true)
{
break;
}
}
}
}