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