AJ
5723ac26da
Add AI categorization service that suggests categories, merchants, and
rules for uncategorized transactions. Users can review and approve
suggestions before applying them.
Features:
- TransactionAICategorizer service using OpenAI GPT-4o-mini
- Batch processing (5 transactions at a time) to avoid rate limits
- Confidence scoring (0-100%) for each suggestion
- AI suggests category, canonical merchant name, and pattern rule
- ReviewAISuggestions page to list uncategorized transactions
- ReviewAISuggestionsWithProposals page for manual review
- Apply individual suggestions or bulk apply high confidence (≥80%)
- Optional rule creation for future auto-categorization
- Cost: ~$0.00015 per transaction (~$0.015 per 100)
CategoryMapping enhancements:
- Confidence field to track AI confidence score
- CreatedBy field ("AI" or "User") to track rule origin
- CreatedAt timestamp for audit trail
Updated ARCHITECTURE.md with complete documentation of:
- TransactionAICategorizer service details
- ReviewAISuggestions page descriptions
- AI categorization workflow (Phase 1)
- Updated CategoryMappings schema
Next steps (Phase 2):
- Auto-apply high confidence suggestions
- Background job processing
- Batch API requests for better efficiency
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
67 lines
2.1 KiB
C#
67 lines
2.1 KiB
C#
using CsvHelper;
|
|
using Microsoft.EntityFrameworkCore;
|
|
using MoneyMap.Data;
|
|
using MoneyMap.Pages;
|
|
using MoneyMap.Services; // Add this for the services
|
|
|
|
var builder = WebApplication.CreateBuilder(args);
|
|
|
|
builder.Services.AddRazorPages();
|
|
builder.Services.AddDbContext<MoneyMapContext>(options =>
|
|
options.UseSqlServer(builder.Configuration.GetConnectionString("MoneyMapDb")));
|
|
|
|
// Add session support
|
|
builder.Services.AddDistributedMemoryCache();
|
|
builder.Services.AddSession(options =>
|
|
{
|
|
options.IdleTimeout = TimeSpan.FromMinutes(30);
|
|
options.Cookie.HttpOnly = true;
|
|
options.Cookie.IsEssential = true;
|
|
options.IOTimeout = TimeSpan.FromMinutes(5); // Increase timeout for large data
|
|
});
|
|
|
|
// Add the new services here
|
|
builder.Services.AddScoped<ITransactionImporter, TransactionImporter>();
|
|
builder.Services.AddScoped<ICardResolver, CardResolver>();
|
|
builder.Services.AddScoped<ITransactionCategorizer, TransactionCategorizer>();
|
|
builder.Services.AddScoped<IMerchantService, MerchantService>();
|
|
|
|
// Dashboard services
|
|
builder.Services.AddScoped<IDashboardService, DashboardService>();
|
|
builder.Services.AddScoped<IDashboardStatsCalculator, DashboardStatsCalculator>();
|
|
builder.Services.AddScoped<ITopCategoriesProvider, TopCategoriesProvider>();
|
|
builder.Services.AddScoped<IRecentTransactionsProvider, RecentTransactionsProvider>();
|
|
builder.Services.AddScoped<IReceiptManager, ReceiptManager>();
|
|
builder.Services.AddHttpClient<IReceiptParser, OpenAIReceiptParser>();
|
|
|
|
// AI categorization service
|
|
builder.Services.AddHttpClient<ITransactionAICategorizer, TransactionAICategorizer>();
|
|
|
|
var app = builder.Build();
|
|
|
|
// Seed default category mappings on startup
|
|
using (var scope = app.Services.CreateScope())
|
|
{
|
|
var categorizer = scope.ServiceProvider.GetRequiredService<ITransactionCategorizer>();
|
|
await categorizer.SeedDefaultMappingsAsync();
|
|
}
|
|
|
|
// Configure the HTTP request pipeline.
|
|
if (!app.Environment.IsDevelopment())
|
|
{
|
|
app.UseExceptionHandler("/Error");
|
|
app.UseHsts();
|
|
}
|
|
|
|
app.UseHttpsRedirection();
|
|
app.UseStaticFiles();
|
|
|
|
app.UseRouting();
|
|
|
|
app.UseSession();
|
|
|
|
app.UseAuthorization();
|
|
|
|
app.MapRazorPages();
|
|
|
|
app.Run(); |