feat(asl): Add Deep Research V2.0 development plan and Unifuncs API site coverage testing
Completed: - Unifuncs DeepSearch API site coverage test (18 medical sites, 9 tier-1 available) - ClinicalTrials.gov dedicated test (4 strategies, English query + depth>=10 works best) - Deep Research V2.0 development plan (5-day phased delivery) - DeepResearch engine capability guide (docs/02-common-capability/) - Test scripts: test-unifuncs-site-coverage.ts, test-unifuncs-clinicaltrials.ts Key findings: - Tier-1 sites: PubMed(28), ClinicalTrials(38), NCBI(18), Scholar(10), Cochrane(4), CNKI(7), SinoMed(9), GeenMedical(5), VIP(1) - Paid databases (WoS/Embase/Scopus/Ovid) cannot be accessed (no credential support) - ClinicalTrials.gov requires English queries with max_depth>=10 Updated: ASL module status doc, system status doc, common capability list Co-authored-by: Cursor <cursoragent@cursor.com>
This commit is contained in:
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backend/scripts/test-unifuncs-site-coverage.ts
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374
backend/scripts/test-unifuncs-site-coverage.ts
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/**
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* Unifuncs API 网站覆盖能力测试脚本
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*
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* 测试 unifuncs DeepSearch 对中国医生常用医学期刊网站的搜索能力
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* 使用异步模式（create_task + query_task）并行测试所有站点
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*
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* 运行方式：
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* cd backend
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* npx tsx scripts/test-unifuncs-site-coverage.ts
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*/
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// ========== 配置 ==========
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const API_KEY = 'sk-2fNwqUH73elGq0aDKJEM4ReqP7Ry0iqHo4OXyidDe2WpQ9XQ';
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const BASE_URL = 'https://api.unifuncs.com/deepsearch/v1';
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const MAX_DEPTH = 5; // 测试用低深度，加快速度
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const POLL_INTERVAL = 10000; // 10s 轮询间隔
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const MAX_WAIT = 600000; // 单任务最长等待 10 分钟
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const QUERY = '他汀类药物预防心血管疾病的随机对照试验和Meta分析，近5年高质量研究';
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// ========== 测试站点列表 ==========
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interface TestSite {
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id: number;
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name: string;
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url: string;
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priority: 'top7' | 'other';
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category: 'english' | 'chinese';
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}
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const TEST_SITES: TestSite[] = [
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// ── Top 7 最关注 ──
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{ id: 1, name: 'PubMed', url: 'https://pubmed.ncbi.nlm.nih.gov/', priority: 'top7', category: 'english' },
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{ id: 2, name: 'ClinicalTrials.gov', url: 'https://clinicaltrials.gov/', priority: 'top7', category: 'english' },
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{ id: 3, name: '中华医学期刊网', url: 'https://medjournals.cn/', priority: 'top7', category: 'chinese' },
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{ id: 4, name: '中国知网 CNKI', url: 'https://www.cnki.net/', priority: 'top7', category: 'chinese' },
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{ id: 5, name: '万方数据', url: 'https://www.wanfangdata.com.cn/', priority: 'top7', category: 'chinese' },
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{ id: 6, name: '维普 VIP', url: 'https://www.cqvip.com/', priority: 'top7', category: 'chinese' },
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{ id: 7, name: '中国临床试验注册中心', url: 'http://www.chictr.org.cn/', priority: 'top7', category: 'chinese' },
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// ── 其他常用 ──
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{ id: 8, name: 'CBM/SinoMed', url: 'http://www.sinomed.ac.cn/', priority: 'other', category: 'chinese' },
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{ id: 9, name: 'Web of Science', url: 'https://www.webofscience.com/', priority: 'other', category: 'english' },
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{ id: 10, name: 'Embase', url: 'http://www.embase.com/', priority: 'other', category: 'english' },
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{ id: 11, name: 'Cochrane Library', url: 'https://www.cochranelibrary.com/', priority: 'other', category: 'english' },
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{ id: 12, name: 'Google Scholar', url: 'https://scholar.google.com/', priority: 'other', category: 'english' },
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{ id: 13, name: 'Ovid', url: 'http://ovidsp.ovid.com/', priority: 'other', category: 'english' },
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{ id: 14, name: 'Scopus', url: 'https://www.scopus.com/', priority: 'other', category: 'english' },
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{ id: 15, name: '中国中医药数据库', url: 'https://cintmed.cintcm.cn/', priority: 'other', category: 'chinese' },
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{ id: 16, name: 'GeenMedical', url: 'https://www.geenmedical.com/', priority: 'other', category: 'english' },
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{ id: 17, name: 'NSTL 国家科技图书文献中心', url: 'https://www.nstl.gov.cn/', priority: 'other', category: 'chinese' },
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{ id: 18, name: 'NCBI (全站)', url: 'https://www.ncbi.nlm.nih.gov/', priority: 'other', category: 'english' },
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];
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// ========== 结果结构 ==========
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interface TaskResult {
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site: TestSite;
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taskId: string | null;
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status: 'success' | 'failed' | 'timeout' | 'create_error';
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searchCount: number;
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readCount: number;
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iterations: number;
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contentLength: number;
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reasoningLength: number;
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referencesFound: number; // 在 content 中找到的该站点链接数
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otherLinksFound: number; // 找到的其他链接数
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durationSec: number;
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errorMessage: string;
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sampleLinks: string[]; // 找到的前 5 个链接
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}
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// ========== API 封装 ==========
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async function createTask(site: TestSite): Promise<{ taskId: string } | { error: string }> {
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const payload = {
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model: 's2',
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messages: [{ role: 'user', content: QUERY }],
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introduction: '你是一名专业的临床研究文献检索专家。请在指定数据库中尽可能多地检索相关文献，输出每篇文献的标题、作者、年份、链接。',
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max_depth: MAX_DEPTH,
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domain_scope: [site.url],
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reference_style: 'link',
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generate_summary: true,
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};
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try {
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const res = await fetch(`${BASE_URL}/create_task`, {
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method: 'POST',
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headers: {
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'Authorization': `Bearer ${API_KEY}`,
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'Content-Type': 'application/json',
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},
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body: JSON.stringify(payload),
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});
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const json = await res.json() as any;
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if (json.code === 0 && json.data?.task_id) {
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return { taskId: json.data.task_id };
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}
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return { error: `API 返回错误: ${json.message || JSON.stringify(json)}` };
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} catch (err: any) {
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return { error: `请求失败: ${err.message}` };
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}
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}
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async function queryTask(taskId: string): Promise<any> {
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const params = new URLSearchParams({ task_id: taskId });
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const res = await fetch(`${BASE_URL}/query_task?${params.toString()}`, {
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headers: { 'Authorization': `Bearer ${API_KEY}` },
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});
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return res.json();
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}
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function sleep(ms: number): Promise<void> {
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return new Promise(resolve => setTimeout(resolve, ms));
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}
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// ========== 链接提取 ==========
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function extractDomainLinks(content: string, siteUrl: string): string[] {
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const domain = new URL(siteUrl).hostname.replace('www.', '');
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const urlPattern = /https?:\/\/[^\s)\]"'>]+/gi;
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const allUrls = content.match(urlPattern) || [];
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return [...new Set(allUrls.filter(u => u.includes(domain)))];
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}
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function extractAllLinks(content: string): string[] {
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const urlPattern = /https?:\/\/[^\s)\]"'>]+/gi;
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return [...new Set(content.match(urlPattern) || [])];
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}
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// ========== 单站点完整流程 ==========
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async function testSingleSite(site: TestSite): Promise<TaskResult> {
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const startTime = Date.now();
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const baseResult: TaskResult = {
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site,
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taskId: null,
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status: 'failed',
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searchCount: 0,
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readCount: 0,
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iterations: 0,
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contentLength: 0,
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reasoningLength: 0,
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referencesFound: 0,
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otherLinksFound: 0,
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durationSec: 0,
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errorMessage: '',
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sampleLinks: [],
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};
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// 1. 创建任务
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console.log(` [${site.id.toString().padStart(2)}] ${site.name} → 创建任务...`);
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const createResult = await createTask(site);
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if ('error' in createResult) {
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baseResult.status = 'create_error';
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baseResult.errorMessage = createResult.error;
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baseResult.durationSec = (Date.now() - startTime) / 1000;
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console.log(` [${site.id.toString().padStart(2)}] ${site.name} ✗ 创建失败: ${createResult.error}`);
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return baseResult;
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}
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baseResult.taskId = createResult.taskId;
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console.log(` [${site.id.toString().padStart(2)}] ${site.name} → task_id: ${createResult.taskId}`);
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// 2. 轮询直到完成
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const deadline = Date.now() + MAX_WAIT;
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let lastStatus = '';
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while (Date.now() < deadline) {
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await sleep(POLL_INTERVAL);
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try {
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const json = await queryTask(createResult.taskId) as any;
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const data = json.data;
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if (!data) {
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continue;
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}
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const currentStatus = data.status;
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if (currentStatus !== lastStatus) {
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const progress = data.progress ? `${data.progress.current}/${data.progress.total}` : '?';
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const stats = data.statistics
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? `搜索${data.statistics.search_count || 0} 阅读${data.statistics.read_count || 0}`
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: '';
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console.log(` [${site.id.toString().padStart(2)}] ${site.name} → ${currentStatus} (${progress}) ${stats}`);
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lastStatus = currentStatus;
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}
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if (currentStatus === 'completed') {
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const content = data.result?.content || '';
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const reasoning = data.result?.reasoning_content || '';
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const stats = data.statistics || {};
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const siteLinks = extractDomainLinks(content, site.url);
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const allLinks = extractAllLinks(content);
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baseResult.status = 'success';
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baseResult.contentLength = content.length;
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baseResult.reasoningLength = reasoning.length;
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baseResult.searchCount = stats.search_count || 0;
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baseResult.readCount = stats.read_count || 0;
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baseResult.iterations = stats.iterations || 0;
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baseResult.referencesFound = siteLinks.length;
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baseResult.otherLinksFound = allLinks.length - siteLinks.length;
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baseResult.sampleLinks = siteLinks.slice(0, 5);
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baseResult.durationSec = (Date.now() - startTime) / 1000;
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console.log(` [${site.id.toString().padStart(2)}] ${site.name} ✓ 完成 | 站内链接:${siteLinks.length} 其他链接:${allLinks.length - siteLinks.length} | ${baseResult.durationSec.toFixed(0)}s`);
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return baseResult;
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}
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if (currentStatus === 'failed') {
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baseResult.status = 'failed';
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baseResult.errorMessage = data.result?.content || '任务失败';
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baseResult.durationSec = (Date.now() - startTime) / 1000;
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console.log(` [${site.id.toString().padStart(2)}] ${site.name} ✗ 失败: ${baseResult.errorMessage.slice(0, 80)}`);
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return baseResult;
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}
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} catch (err: any) {
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// 轮询中的网络错误，继续重试
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}
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}
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// 超时
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baseResult.status = 'timeout';
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baseResult.errorMessage = `超时（${MAX_WAIT / 1000}s）`;
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baseResult.durationSec = (Date.now() - startTime) / 1000;
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console.log(` [${site.id.toString().padStart(2)}] ${site.name} ⏰ 超时`);
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return baseResult;
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}
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// ========== 结果报告 ==========
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function printReport(results: TaskResult[]) {
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console.log('\n');
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console.log('='.repeat(100));
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console.log(' Unifuncs DeepSearch API 网站覆盖能力测试报告');
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console.log('='.repeat(100));
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console.log(`测试时间: ${new Date().toISOString()}`);
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console.log(`测试查询: "${QUERY}"`);
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console.log(`配置: max_depth=${MAX_DEPTH}, poll_interval=${POLL_INTERVAL / 1000}s`);
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console.log('');
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// ── Top 7 结果 ──
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console.log('━'.repeat(100));
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console.log(' ★ Top 7 最关注站点');
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console.log('━'.repeat(100));
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printTable(results.filter(r => r.site.priority === 'top7'));
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// ── 其他结果 ──
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console.log('');
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console.log('━'.repeat(100));
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console.log(' 其他常用站点');
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console.log('━'.repeat(100));
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printTable(results.filter(r => r.site.priority === 'other'));
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// ── 汇总 ──
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console.log('');
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console.log('━'.repeat(100));
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console.log(' 汇总统计');
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console.log('━'.repeat(100));
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const successSites = results.filter(r => r.status === 'success' && r.referencesFound > 0);
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const reachableSites = results.filter(r => r.status === 'success');
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const failedSites = results.filter(r => r.status !== 'success');
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console.log(` 可搜索并返回站内链接: ${successSites.length}/${results.length} 个站点`);
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console.log(` 可到达但无站内链接: ${reachableSites.length - successSites.length} 个站点`);
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console.log(` 不可用/失败/超时: ${failedSites.length} 个站点`);
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console.log('');
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if (successSites.length > 0) {
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console.log(' ✅ 确认可搜索的站点:');
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for (const r of successSites) {
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console.log(` - ${r.site.name} (${r.site.url}) → ${r.referencesFound} 个站内链接`);
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}
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}
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console.log('');
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const noLinkSites = reachableSites.filter(r => r.referencesFound === 0);
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if (noLinkSites.length > 0) {
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console.log(' ⚠️ 任务完成但无站内链接（可能搜索到了但链接指向其他站点）:');
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for (const r of noLinkSites) {
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console.log(` - ${r.site.name} (${r.site.url}) → 其他链接 ${r.otherLinksFound} 个`);
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if (r.sampleLinks.length === 0) {
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const allLinks = r.otherLinksFound;
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console.log(` 内容长度: ${r.contentLength} 字符, 搜索${r.searchCount}次, 阅读${r.readCount}次`);
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}
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}
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}
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console.log('');
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if (failedSites.length > 0) {
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console.log(' ❌ 不可用站点:');
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for (const r of failedSites) {
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console.log(` - ${r.site.name} (${r.site.url}) → ${r.status}: ${r.errorMessage.slice(0, 100)}`);
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}
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}
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console.log('');
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console.log('='.repeat(100));
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// ── 输出可用于前端配置的 JSON ──
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console.log('');
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console.log('前端可用数据源配置（可直接用于 V2.0 数据源选择）:');
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console.log('');
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const configList = results.map(r => ({
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name: r.site.name,
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url: r.site.url,
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category: r.site.category,
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available: r.status === 'success' && r.referencesFound > 0,
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reachable: r.status === 'success',
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siteLinksFound: r.referencesFound,
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searchCount: r.searchCount,
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readCount: r.readCount,
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}));
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console.log(JSON.stringify(configList, null, 2));
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}
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function printTable(results: TaskResult[]) {
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const header = ' 序号 | 状态 | 站点名称 | 站内链接 | 其他链接 | 搜索/阅读 | 耗时 | 说明';
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console.log(header);
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console.log(' ' + '-'.repeat(header.length - 2));
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for (const r of results) {
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const statusIcon =
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r.status === 'success' && r.referencesFound > 0 ? '✅' :
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r.status === 'success' ? '⚠️' :
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r.status === 'timeout' ? '⏰' : '❌';
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const note = r.status !== 'success'
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? r.errorMessage.slice(0, 25)
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: r.referencesFound > 0
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? r.sampleLinks[0]?.slice(0, 35) || ''
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: `内容${r.contentLength}字`;
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console.log(
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` ${r.site.id.toString().padStart(4)} | ${statusIcon} | ` +
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`${(r.site.name).padEnd(24)} | ` +
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`${r.referencesFound.toString().padStart(8)} | ` +
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`${r.otherLinksFound.toString().padStart(8)} | ` +
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`${r.searchCount}/${r.readCount}`.padStart(9) + ' | ' +
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`${r.durationSec.toFixed(0).padStart(5)}s | ` +
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note
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);
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}
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}
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// ========== 主入口 ==========
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async function main() {
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console.log('╔════════════════════════════════════════════════════════════╗');
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console.log('║ Unifuncs DeepSearch API — 医学网站覆盖能力测试 ║');
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console.log('╚════════════════════════════════════════════════════════════╝');
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console.log('');
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console.log(`查询: "${QUERY}"`);
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console.log(`站点数: ${TEST_SITES.length} | max_depth: ${MAX_DEPTH} | 超时: ${MAX_WAIT / 1000}s`);
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console.log(`API: ${BASE_URL}`);
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console.log('');
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console.log('并行创建所有任务...\n');
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// 并行创建所有任务并执行
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const promises = TEST_SITES.map(site => testSingleSite(site));
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const results = await Promise.all(promises);
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||||
// 输出报告
|
||||
printReport(results);
|
||||
}
|
||||
|
||||
main().catch(err => {
|
||||
console.error('脚本执行失败:', err);
|
||||
process.exit(1);
|
||||
});
|
||||
Reference in New Issue
Block a user