feat(expense-categories): AI 建議 for group/sub name + 990 line
ci-cd-vm / ci-cd (push) Successful in 2m25s
ci-cd-vm / ci-cd (push) Successful in 2m25s
Add an AI assist button to the Edit/New Group (大項) and Subcategory (小項) dialogs: the user enters a Chinese name, and the model refines the Chinese, translates it to English, and suggests the matching IRS Form 990 Part IX line. Suggestions surface in a confirm card; Apply fills the Chinese name, English name, and 990 line fields. Backend mirrors the existing expense-classification AI family but over the Form 990 line catalog: IExpenseCategoryAiService + base (catalog load, prompt, id validation) + Claude/Gemini providers + factory that picks the provider from ChurchProfile.AiProvider. New write-gated POST api/expense-categories/ai-suggest endpoint; sub-category requests pass the parent group + its 990 line to bias the choice. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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using System.Net.Http.Json;
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using System.Text.Json;
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using ROLAC.API.Data;
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namespace ROLAC.API.Services.Ai;
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/// <summary>
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/// Refines, translates, and maps an expense category to a Form 990 line via the Anthropic Claude
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/// Messages API. It forces a single tool call (<c>tool_choice</c> → <c>map_category</c>) whose
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/// <c>input_schema</c> matches our answer shape, so the model returns structured JSON in a
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/// <c>tool_use</c> block. The catalog, prompt, and id validation come from
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/// <see cref="ExpenseCategoryAiServiceBase"/>; this class only owns the Claude HTTP call + parse.
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/// </summary>
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public sealed class ClaudeExpenseCategoryAiService : ExpenseCategoryAiServiceBase
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{
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private const string BaseUrl = "https://api.anthropic.com/v1";
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private const string AnthropicVersion = "2023-06-01";
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private readonly HttpClient _http;
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private readonly IChurchAiConfigProvider _config;
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private readonly ILogger<ClaudeExpenseCategoryAiService> _logger;
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public ClaudeExpenseCategoryAiService(
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HttpClient http,
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IChurchAiConfigProvider config,
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AppDbContext db,
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ILogger<ClaudeExpenseCategoryAiService> logger)
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: base(db)
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{
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_http = http;
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_config = config;
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_logger = logger;
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}
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protected override async Task<ModelAnswer?> CallModelAsync(string prompt, CancellationToken ct)
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{
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var cfg = await _config.GetAsync(ct);
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if (string.IsNullOrWhiteSpace(cfg.ClaudeApiKey))
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{
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_logger.LogWarning("Claude API key is not configured; category AI assist is disabled.");
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return null;
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}
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try
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{
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var payload = new
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{
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model = cfg.ClaudeModel,
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max_tokens = 1024,
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tools = new[]
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{
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new
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{
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name = "map_category",
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description = "Record the refined Chinese name, English translation, and chosen Form 990 line id for the expense category.",
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input_schema = new
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{
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type = "object",
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properties = new
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{
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chineseName = new { type = "string" },
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englishName = new { type = "string" },
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form990LineId = new { type = "integer" },
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confidence = new { type = "number" },
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},
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required = new[] { "chineseName", "englishName", "form990LineId", "confidence" },
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},
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},
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},
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tool_choice = new { type = "tool", name = "map_category" },
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messages = new[]
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{
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new { role = "user", content = prompt },
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},
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};
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var url = $"{BaseUrl}/messages";
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using var request = new HttpRequestMessage(HttpMethod.Post, url)
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{
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Content = JsonContent.Create(payload),
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};
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request.Headers.Add("x-api-key", cfg.ClaudeApiKey);
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request.Headers.Add("anthropic-version", AnthropicVersion);
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using var response = await _http.SendAsync(request, ct);
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if (!response.IsSuccessStatusCode)
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{
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var body = await response.Content.ReadAsStringAsync(ct);
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_logger.LogWarning("Claude returned {Status}: {Body}", (int)response.StatusCode, body);
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return null;
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}
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// The forced tool call lands in content[] as a tool_use block; its `input` is our object.
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using var doc = JsonDocument.Parse(await response.Content.ReadAsStreamAsync(ct));
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foreach (var block in doc.RootElement.GetProperty("content").EnumerateArray())
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{
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if (block.GetProperty("type").GetString() != "tool_use") continue;
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var parsed = block.GetProperty("input").Deserialize<ClaudeAnswer>(
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new JsonSerializerOptions { PropertyNameCaseInsensitive = true });
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if (parsed is null) return null;
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return new ModelAnswer(parsed.ChineseName, parsed.EnglishName, parsed.Form990LineId, parsed.Confidence);
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}
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_logger.LogWarning("Claude response contained no tool_use block.");
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return null;
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}
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catch (Exception ex)
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{
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_logger.LogError(ex, "Claude category AI assist failed.");
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return null;
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}
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}
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/// <summary>Shape of the map_category tool input the model fills in.</summary>
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private sealed class ClaudeAnswer
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{
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public string? ChineseName { get; set; }
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public string? EnglishName { get; set; }
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public int? Form990LineId { get; set; }
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public double Confidence { get; set; }
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}
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}
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