OoderAI V3.5.0 技术白皮书——NLP 驱动的 AI 原生开发平台

IntentRecognitionResult result = intentRecognizer.recognize(query);
// intent = CREATE_PAGE
// confidence = 0.92

ClsEntityResult entityResult = extractor.extract(clsJson);
// moduleName = UserManager
// fields = [id, name, email, status]
// operations = [SEARCH, SAVE, DELETE, ADD, EDIT]

@TreeGridViewAnnotation(
    dataUrl = "/api/users",
    saveUrl = "/api/users/save",
    searchUrl = "/api/users/search",
    delPath = "/api/users/delete",
    columns = {
        @Column(field = "id", caption = "ID"),
        @Column(field = "name", caption = "姓名"),
        @Column(field = "email", caption = "邮箱"),
        @Column(field = "status", caption = "状态")
    }
)
public class UserManagerView {
    // 自动生成的数据绑定和事件处理
}

@Service
public class NlpModuleOrchestrator {

    private final NlpIntentRecognizer intentRecognizer;
    private final NlpComponentBuilderFactory componentFactory;
    private final TemplateSelector templateSelector;

    public NlpBuildContext process(String query) {
        NlpBuildContext context = new NlpBuildContext(query);

        context = step1_IntentRecognition(context);  // 意图识别
        if (context.hasErrors()) return context;

        context = step2_ModulePartition(context);     // 模块划分
        if (context.hasErrors()) return context;

        context = step3_ComponentSelection(context);  // 组件选择
        if (context.hasErrors()) return context;

        context = step4_BuildComponent(context);      // 构建组件
        if (context.hasErrors()) return context;

        context = step5_GenerateOutput(context);      // 生成输出

        return context;
    }
}

public class HarnessResult<T> {
    private final T data;                    // 实际数据
    private final double confidence;         // 置信度 0.0-1.0
    private final String source;             // 来源：SKILL / LLM / RULE / HYBRID / FALLBACK
    private final List<String> harnessLog;   // 驾驭日志
    private final boolean requiresReview;    // 是否需要人工复核
    private final List<String> suggestions;  // 改进建议
}

public class ClsEntityExtractor {
    // 组件类型映射
    private static final Map<String, String> KEY_TO_FIELD_TYPE = new HashMap<>();
    static {
        KEY_TO_FIELD_TYPE.put("ood.UI.Input", "INPUT");
        KEY_TO_FIELD_TYPE.put("ood.UI.ComboInput", "COMBOINPUT");
        KEY_TO_FIELD_TYPE.put("ood.UI.DatePicker", "DATEPICKER");
        // ... 30+ 组件映射
    }

    // API 别名映射
    private static final Map<String, String> ALIAS_TO_URL_KEY = new HashMap<>();
    static {
        ALIAS_TO_URL_KEY.put("SAVE", "saveUrl");
        ALIAS_TO_URL_KEY.put("SEARCH", "searchUrl");
        ALIAS_TO_URL_KEY.put("DELETE", "delPath");
        // ... 15+ API 映射
    }

    // 导航组件映射
    private static final Map<String, String> NAV_COMPONENT_KEY_MAP = new HashMap<>();
    static {
        NAV_COMPONENT_KEY_MAP.put("NAVTREECONFIG", "ood.UI.TreeView");
        NAV_COMPONENT_KEY_MAP.put("NAVTABSCONFIG", "ood.UI.Tabs");
        // ... 10+ 导航组件映射
    }
}

{
  "skillId": "skill-daily-report-001",
  "name": "日报生成",
  "description": "根据用户输入生成工作日报",
  "form": "CHAT",
  "sceneType": "DAILY_REPORT",
  "purposes": ["效率提升", "文档生成"],
  "skillCategory": "SCENE"
}

{
  "components": {
    "user-grid": {
      "key": "ood.UI.TreeGrid",
      "properties": {
        "dataUrl": "/api/users",
        "columns": [
          { "field": "id", "caption": "ID" },
          { "field": "name", "caption": "姓名" },
          { "field": "email", "caption": "邮箱" }
        ]
      },
      "styles": {
        "cssClass": "user-grid-theme",
        "striped": true
      },
      "events": {
        "onRowClick": "handleRowClick",
        "onRowDoubleClick": "handleEdit"
      },
      "behaviors": {
        "apiCallers": [
          { "alias": "SEARCH", "url": "/api/users/search" },
          { "alias": "SAVE", "url": "/api/users/save" },
          { "alias": "DELETE", "url": "/api/users/delete" }
        ]
      }
    }
  }
}