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microsoft--semantic-kernel/dotnet/samples/GettingStartedWithProcesses/Step02/Steps/CompleteNewCustomerFormStep.cs
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216 lines
9.1 KiB
C#

// Copyright (c) Microsoft. All rights reserved.
using System.ComponentModel;
using System.Text.Json;
using System.Text.Json.Serialization;
using Microsoft.Extensions.DependencyInjection;
using Microsoft.SemanticKernel;
using Microsoft.SemanticKernel.ChatCompletion;
using Microsoft.SemanticKernel.Connectors.OpenAI;
using Step02.Models;
namespace Step02.Steps;
/// <summary>
/// Step that is helps the user fill up a new account form.<br/>
/// Also provides a welcome message for the user.
/// </summary>
public class CompleteNewCustomerFormStep : KernelProcessStep<NewCustomerFormState>
{
public static class ProcessStepFunctions
{
public const string NewAccountProcessUserInfo = nameof(NewAccountProcessUserInfo);
public const string NewAccountWelcome = nameof(NewAccountWelcome);
}
internal NewCustomerFormState? _state;
internal string _formCompletionSystemPrompt = """
The goal is to fill up all the fields needed for a form.
The user may provide information to fill up multiple fields of the form in one message.
The user needs to fill up a form, all the fields of the form are necessary
<CURRENT_FORM_STATE>
{{current_form_state}}
<CURRENT_FORM_STATE>
GUIDANCE:
- If there are missing details, give the user a useful message that will help fill up the remaining fields.
- Your goal is to help guide the user to provide the missing details on the current form.
- Encourage the user to provide the remainingdetails with examples if necessary.
- Fields with value 'Unanswered' need to be answered by the user.
- Format phone numbers and user ids correctly if the user does not provide the expected format.
- If the user does not make use of parenthesis in the phone number, add them.
- For date fields, confirm with the user first if the date format is not clear. Example 02/03 03/02 could be March 2nd or February 3rd.
""";
internal string _welcomeMessage = """
Hello there, I can help you out fill out the information needed to open a new account with us.
Please provide some personal information like first name and last name to get started.
""";
private readonly JsonSerializerOptions _jsonOptions = new()
{
DefaultIgnoreCondition = JsonIgnoreCondition.Never
};
public override ValueTask ActivateAsync(KernelProcessStepState<NewCustomerFormState> state)
{
_state = state.State;
return ValueTask.CompletedTask;
}
[KernelFunction(ProcessStepFunctions.NewAccountWelcome)]
public async Task NewAccountWelcomeMessageAsync(KernelProcessStepContext context, Kernel _kernel)
{
_state?.conversation.Add(new ChatMessageContent { Role = AuthorRole.Assistant, Content = _welcomeMessage });
await context.EmitEventAsync(new() { Id = AccountOpeningEvents.NewCustomerFormWelcomeMessageComplete, Data = _welcomeMessage });
}
private Kernel CreateNewCustomerFormKernel(Kernel _baseKernel)
{
// Creating another kernel that only makes use private functions to fill up the new customer form
Kernel kernel = new(_baseKernel.Services);
kernel.ImportPluginFromFunctions("FillForm", [
KernelFunctionFactory.CreateFromMethod(OnUserProvidedFirstName, functionName: nameof(OnUserProvidedFirstName)),
KernelFunctionFactory.CreateFromMethod(OnUserProvidedLastName, functionName: nameof(OnUserProvidedLastName)),
KernelFunctionFactory.CreateFromMethod(OnUserProvidedDOBDetails, functionName: nameof(OnUserProvidedDOBDetails)),
KernelFunctionFactory.CreateFromMethod(OnUserProvidedStateOfResidence, functionName: nameof(OnUserProvidedStateOfResidence)),
KernelFunctionFactory.CreateFromMethod(OnUserProvidedPhoneNumber, functionName: nameof(OnUserProvidedPhoneNumber)),
KernelFunctionFactory.CreateFromMethod(OnUserProvidedUserId, functionName: nameof(OnUserProvidedUserId)),
KernelFunctionFactory.CreateFromMethod(OnUserProvidedEmailAddress, functionName: nameof(OnUserProvidedEmailAddress)),
]);
return kernel;
}
[KernelFunction(ProcessStepFunctions.NewAccountProcessUserInfo)]
public async Task CompleteNewCustomerFormAsync(KernelProcessStepContext context, string userMessage, Kernel _kernel)
{
// Keeping track of all user interactions
_state?.conversation.Add(new ChatMessageContent { Role = AuthorRole.User, Content = userMessage });
Kernel kernel = CreateNewCustomerFormKernel(_kernel);
OpenAIPromptExecutionSettings settings = new()
{
ToolCallBehavior = ToolCallBehavior.AutoInvokeKernelFunctions,
Temperature = 0.7,
MaxTokens = 2048
};
ChatHistory chatHistory = [];
chatHistory.AddSystemMessage(_formCompletionSystemPrompt
.Replace("{{current_form_state}}", JsonSerializer.Serialize(_state!.newCustomerForm.CopyWithDefaultValues(), _jsonOptions)));
chatHistory.AddRange(_state.conversation);
IChatCompletionService chatService = kernel.Services.GetRequiredService<IChatCompletionService>();
ChatMessageContent response = await chatService.GetChatMessageContentAsync(chatHistory, settings, kernel).ConfigureAwait(false);
var assistantResponse = "";
if (response != null)
{
assistantResponse = response.Items[0].ToString();
// Keeping track of all assistant interactions
_state?.conversation.Add(new ChatMessageContent { Role = AuthorRole.Assistant, Content = assistantResponse });
}
if (_state?.newCustomerForm != null && _state.newCustomerForm.IsFormCompleted())
{
Console.WriteLine($"[NEW_USER_FORM_COMPLETED]: {JsonSerializer.Serialize(_state?.newCustomerForm)}");
// All user information is gathered to proceed to the next step
await context.EmitEventAsync(new() { Id = AccountOpeningEvents.NewCustomerFormCompleted, Data = _state?.newCustomerForm, Visibility = KernelProcessEventVisibility.Public });
await context.EmitEventAsync(new() { Id = AccountOpeningEvents.CustomerInteractionTranscriptReady, Data = _state?.conversation, Visibility = KernelProcessEventVisibility.Public });
return;
}
// emit event: NewCustomerFormNeedsMoreDetails
await context.EmitEventAsync(new() { Id = AccountOpeningEvents.NewCustomerFormNeedsMoreDetails, Data = assistantResponse });
}
[Description("User provided details of first name")]
private Task OnUserProvidedFirstName(string firstName)
{
if (!string.IsNullOrEmpty(firstName) && _state != null)
{
_state.newCustomerForm.UserFirstName = firstName;
}
return Task.CompletedTask;
}
[Description("User provided details of last name")]
private Task OnUserProvidedLastName(string lastName)
{
if (!string.IsNullOrEmpty(lastName) && _state != null)
{
_state.newCustomerForm.UserLastName = lastName;
}
return Task.CompletedTask;
}
[Description("User provided details of USA State the user lives in, must be in 2-letter Uppercase State Abbreviation format")]
private Task OnUserProvidedStateOfResidence(string stateAbbreviation)
{
if (!string.IsNullOrEmpty(stateAbbreviation) && _state != null)
{
_state.newCustomerForm.UserState = stateAbbreviation;
}
return Task.CompletedTask;
}
[Description("User provided details of date of birth, must be in the format MM/DD/YYYY")]
private Task OnUserProvidedDOBDetails(string date)
{
if (!string.IsNullOrEmpty(date) && _state != null)
{
_state.newCustomerForm.UserDateOfBirth = date;
}
return Task.CompletedTask;
}
[Description("User provided details of phone number, must be in the format (\\d{3})-\\d{3}-\\d{4}")]
private Task OnUserProvidedPhoneNumber(string phoneNumber)
{
if (!string.IsNullOrEmpty(phoneNumber) && _state != null)
{
_state.newCustomerForm.UserPhoneNumber = phoneNumber;
}
return Task.CompletedTask;
}
[Description("User provided details of userId, must be in the format \\d{3}-\\d{3}-\\d{4}")]
private Task OnUserProvidedUserId(string userId)
{
if (!string.IsNullOrEmpty(userId) && _state != null)
{
_state.newCustomerForm.UserId = userId;
}
return Task.CompletedTask;
}
[Description("User provided email address, must be in the an email valid format")]
private Task OnUserProvidedEmailAddress(string emailAddress)
{
if (!string.IsNullOrEmpty(emailAddress) && _state != null)
{
_state.newCustomerForm.UserEmail = emailAddress;
}
return Task.CompletedTask;
}
}
/// <summary>
/// The state object for the <see cref="CompleteNewCustomerFormStep"/>
/// </summary>
public class NewCustomerFormState
{
internal NewCustomerForm newCustomerForm { get; set; } = new();
internal List<ChatMessageContent> conversation { get; set; } = [];
}