\u67d0 AI \u62a5\u8868\u4ea7\u54c1\u7528\u5927\u6a21\u578b\u751f\u6210\u56fe\u8868\u914d\u7f6e，prompt \u660e\u786e\u8981\u6c42\u8f93\u51fa JSON\u3002\u4e0a\u7ebf\u540e\u7ebf\u4e0a\u7ea6 12% \u7684\u54cd\u5e94\u89e3\u6790\u5931\u8d25：\u6709\u7684\u7f3a\u5fc5\u586b\u5b57\u6bb5\u3001\u6709\u7684\u628a\u6570\u5b57\u5199\u6210\u5b57\u7b26\u4e32\u3001\u6709\u7684\u672b\u5c3e\u591a\u4e00\u4e2a\u9017\u53f7\u3001\u6709\u7684\u751a\u81f3\u88f9\u4e86\u4e00\u5c42 markdown \u4ee3\u7801\u5757\u3002\u524d\u7aef\u6ca1\u6709\u6821\u9a8c\u76f4\u63a5 JSON.parse，\u5d29\u5728\u6e32\u67d3\u7ba1\u7ebf\u91cc，\u6574\u5f20\u56fe\u7a7a\u767d\u3002\u8fd9\u4e8b\u6211\u89c1\u8fc7\u592a\u591a\u56e2\u961f\u683d\u8fdb\u53bb\u2014\u2014\u628a\u6a21\u578b\u5f53\u53ef\u4fe1\u6570\u636e\u6e90，\u4e0d\u6821\u9a8c\u5c31\u585e\u8fdb\u6e32\u67d3\u3002<\/p>\n
\u5927\u6a21\u578b\u7684\u8f93\u51fa\u672c\u8d28\u662f\u6982\u7387\u91c7\u6837\u3002\u5373\u4f7f prompt \u7ea6\u675f\u3001\u5373\u4f7f\u5f00\u542f JSON mode\u3001\u5373\u4f7f\u7528 function calling，\u4ecd\u5b58\u5728\u5b57\u6bb5\u7f3a\u5931\u3001\u7c7b\u578b\u504f\u5dee\u3001\u591a\u4f59\u5b57\u7b26\u3001\u5d4c\u5957\u9519\u4f4d\u7b49\u60c5\u51b5\u3002\u6a21\u578b\u627f\u8bfa\u7684\u201c\u5408\u6cd5 JSON\u201d\u5728\u751f\u4ea7\u73af\u5883\u4e2d\u5e76\u4e0d\u53ef\u9760\u3002<\/p>\n
\u524d\u7aef\u5fc5\u987b\u628a\u6a21\u578b\u8f93\u51fa\u5f53\u201c\u4e0d\u53ef\u4fe1\u5916\u90e8\u8f93\u5165\u201d，\u50cf\u6821\u9a8c\u7528\u6237\u8868\u5355\u4e00\u6837\u6821\u9a8c\u3002\u6821\u9a8c\u5931\u8d25\u65f6，\u5c1d\u8bd5\u81ea\u52a8\u4fee\u590d（\u8865\u9ed8\u8ba4\u503c\u3001\u8f6c\u7c7b\u578b\u3001\u5220\u591a\u4f59\u5b57\u6bb5\u3001\u4fee\u8bed\u6cd5），\u4fee\u590d\u4ecd\u4e0d\u5408\u6cd5\u5219\u56de\u9000\u8ba9\u6a21\u578b\u91cd\u751f\u6210，\u6216\u964d\u7ea7\u5230\u9ed8\u8ba4\u6a21\u677f\u3002\u8fd9\u662f\u4e00\u5957\u5b8c\u6574\u7684\u6821\u9a8c-\u4fee\u590d-\u56de\u9000\u94fe\u8def\u3002<\/p>\n
JSON Schema \u662f\u63cf\u8ff0 JSON \u7ed3\u6784\u7684\u6807\u51c6\u3002\u5b83\u5b9a\u4e49\u5b57\u6bb5\u540d\u3001\u7c7b\u578b\u3001\u5fc5\u586b\u3001\u679a\u4e3e\u3001\u8303\u56f4\u3001\u5d4c\u5957\u7ed3\u6784\u3002\u524d\u7aef\u7528 ajv \u7b49\u5e93\u505a\u6821\u9a8c，\u80fd\u62ff\u5230\u7cbe\u786e\u7684\u9519\u8bef\u4f4d\u7f6e\u4e0e\u7c7b\u578b，\u800c\u4e0d\u662f\u7b3c\u7edf\u7684\u201c\u89e3\u6790\u5931\u8d25\u201d\u3002<\/p>\n
\u6a21\u578b\u8f93\u51fa\u7684\u5e38\u89c1\u9519\u8bef\u6a21\u5f0f\u6709\u4e94\u7c7b\u3002\u7b2c\u4e00，\u7f3a\u5fc5\u586b\u5b57\u6bb5：\u6a21\u578b\u6f0f\u4e86\u67d0\u4e2a\u5b57\u6bb5\u3002\u7b2c\u4e8c，\u7c7b\u578b\u504f\u5dee：\u6570\u5b57\u5199\u6210\u5b57\u7b26\u4e32\u3001\u5e03\u5c14\u5199\u6210 0 \u6216 1\u3001\u6570\u7ec4\u5199\u6210\u5bf9\u8c61\u3002\u7b2c\u4e09，\u591a\u4f59\u5b57\u6bb5：\u6a21\u578b\u81ea\u4f5c\u4e3b\u5f20\u52a0\u4e86 schema \u4e4b\u5916\u7684\u5b57\u6bb5\u3002\u7b2c\u56db，JSON \u8bed\u6cd5\u9519：\u5c3e\u9017\u53f7\u3001\u5355\u5f15\u53f7\u3001\u6ce8\u91ca\u3001\u4ee3\u7801\u5757\u5305\u88f9\u3002\u7b2c\u4e94，\u5d4c\u5957\u7ed3\u6784\u9519：\u6570\u7ec4\u5305\u5bf9\u8c61\u53d8\u6210\u5bf9\u8c61\u5305\u6570\u7ec4，\u5c42\u7ea7\u9519\u4f4d\u3002<\/p>\n
\u9488\u5bf9\u8fd9\u4e9b\u9519\u8bef，\u4fee\u590d\u7b56\u7565\u5206\u56db\u5c42\u3002\u7b2c\u4e00\u5c42\u8bed\u6cd5\u4fee\u590d：\u7528 jsonrepair \u7b49\u5e93\u4fee\u590d\u5c3e\u9017\u53f7\u3001\u5355\u5f15\u53f7\u3001\u4ee3\u7801\u5757\u5305\u88f9\u7b49\u8bed\u6cd5\u95ee\u9898，\u8ba9\u5b57\u7b26\u4e32\u80fd\u88ab JSON.parse\u3002\u7b2c\u4e8c\u5c42\u7c7b\u578b\u8f6c\u6362：\u5b57\u7b26\u4e32\u6570\u5b57\u8f6c number\u3001\u5b57\u7b26\u4e32\u5e03\u5c14\u8f6c boolean\u3001\u5b57\u7b26\u4e32 null \u8f6c null\u3002\u7b2c\u4e09\u5c42\u8865\u9ed8\u8ba4\u503c：\u7f3a\u5b57\u6bb5\u6309 schema \u4e2d\u7684 default \u8865，\u65e0 default \u5219\u6309\u7c7b\u578b\u8865\u96f6\u503c\u3002\u7b2c\u56db\u5c42\u5220\u591a\u4f59\u5b57\u6bb5：schema \u4e2d additionalProperties \u4e3a false \u65f6，\u5254\u9664\u672a\u5b9a\u4e49\u5b57\u6bb5\u3002<\/p>\n
\u56de\u9000\u8fb9\u754c\u8981\u6e05\u6670\u3002\u4fee\u590d\u540e\u4ecd\u4e0d\u5408\u6cd5\u7684，\u56de\u9000\u8ba9\u6a21\u578b\u91cd\u751f\u6210，\u5e76\u628a\u6821\u9a8c\u9519\u8bef\u4fe1\u606f\u4f5c\u4e3a prompt \u53cd\u9988，\u5f15\u5bfc\u6a21\u578b\u4fee\u6b63\u3002\u91cd\u751f\u6210\u4ecd\u5931\u8d25\u7684，\u964d\u7ea7\u5230\u9ed8\u8ba4\u6a21\u677f\u6216\u7a7a\u72b6\u6001，\u7edd\u4e0d\u8ba9\u574f\u6570\u636e\u8fdb\u5165\u6e32\u67d3\u3002<\/p>\n
\u7efc\u4e0a，\u7ed3\u6784\u5316\u8f93\u51fa\u7684\u53ef\u9760\u6027\u6765\u81ea\u5206\u5c42\u515c\u5e95：\u6821\u9a8c\u5148\u62e6\u975e\u6cd5\u3001\u4fee\u590d\u518d\u8865\u7f3a\u5931\u3001\u56de\u9000\u4fdd\u4f4f\u53ef\u7528\u7ed3\u679c\u3002\u6bcf\u4e00\u5c42\u5931\u8d25\u90fd\u6709\u4e0b\u4e00\u6b65\u63a5\u4f4f，\u6a21\u578b\u8f93\u51fa\u4ece\u300c\u78b0\u8fd0\u6c14\u300d\u53d8\u6210\u300c\u6709\u515c\u5e95\u300d，\u4e0d\u4f1a\u56e0\u5355\u70b9\u5f02\u5e38\u5361\u6b7b\u4e1a\u52a1\u3002<\/p>\n
\u4e0b\u9762\u7ed9\u51fa\u4e00\u4e2a\u53ef\u590d\u7528\u7684\u6821\u9a8c\u4fee\u590d\u5668\u5c01\u88c5\u3002\u5b83\u96c6\u6210\u8bed\u6cd5\u4fee\u590d\u3001schema \u6821\u9a8c\u3001\u81ea\u52a8\u4fee\u590d\u4e0e\u56de\u9000\u91cd\u751f\u6210\u3002<\/p>\n
import Ajv from 'ajv';
\nimport { jsonrepair } from 'jsonrepair';<\/p>\n
const ajv = new Ajv({ allErrors: true, strict: false });<\/p>\n
interface RepairOptions {
\n schema: object;
\n \/\/ \u91cd\u751f\u6210\u6700\u5927\u6b21\u6570，\u8d85\u8fc7\u5373\u964d\u7ea7，\u907f\u514d\u65e0\u8c13\u6d88\u8017 token
\n maxRetries?: number;
\n \/\/ \u56de\u8c03\u6a21\u578b\u91cd\u751f\u6210，\u628a\u9519\u8bef\u53cd\u9988\u4f20\u56de\u53bb\u5f15\u5bfc\u4fee\u6b63
\n regenerate?: (feedback: string) => Promise<string>;
\n}<\/p>\n
export class StructuredOutputGuard {
\n private schema: object;
\n private maxRetries: number;
\n private regenerate?: (feedback: string) => Promise<string>;
\n \/\/ ajv \u7f16\u8bd1\u540e\u7684\u6821\u9a8c\u51fd\u6570，\u590d\u7528\u907f\u514d\u91cd\u590d\u7f16\u8bd1\u5f00\u9500
\n private validate: ReturnType<Ajv['compile']>;<\/p>\n
constructor(opts: RepairOptions) {
\n this.schema = opts.schema;
\n this.maxRetries = opts.maxRetries ?? 2;
\n this.regenerate = opts.regenerate;
\n this.validate = ajv.compile(opts.schema);
\n }<\/p>\n
\/\/ \u4e3b\u5165\u53e3：\u539f\u59cb\u5b57\u7b26\u4e32 -> \u5408\u6cd5\u6570\u636e
\n async parse(
\n raw: string
\n ): Promise<{ ok: true; data: unknown } | { ok: false; reason: string }> {
\n let current = raw;
\n let retries = 0;<\/p>\n
while (retries <= this.maxRetries) {
\n const parsed = this.tryParse(current);
\n if (!parsed.ok) {
\n \/\/ \u8bed\u6cd5\u5c42\u90fd\u4fee\u4e0d\u597d，\u76f4\u63a5\u8d70\u91cd\u751f\u6210
\n const next = await this.askRegenerate(parsed.reason);
\n if (!next) return { ok: false, reason: '\u8bed\u6cd5\u4fee\u590d\u5931\u8d25\u4e14\u65e0\u6cd5\u91cd\u751f\u6210' };
\n current = next;
\n retries++;
\n continue;
\n }<\/p>\n
const valid = this.validate(parsed.value);
\n if (valid) return { ok: true, data: parsed.value };<\/p>\n
\/\/ schema \u6821\u9a8c\u5931\u8d25，\u5c1d\u8bd5\u81ea\u52a8\u4fee\u590d
\n const repaired = this.autoRepair(parsed.value, this.validate.errors ?? []);
\n const reValid = this.validate(repaired);
\n if (reValid) return { ok: true, data: repaired };<\/p>\n
\/\/ \u4fee\u590d\u540e\u4ecd\u4e0d\u5408\u6cd5，\u5e26\u9519\u8bef\u53cd\u9988\u91cd\u751f\u6210
\n const feedback = this.buildFeedback(this.validate.errors ?? []);
\n const next = await this.askRegenerate(feedback);
\n if (!next) return { ok: false, reason: 'schema \u6821\u9a8c\u5931\u8d25\u4e14\u65e0\u6cd5\u91cd\u751f\u6210' };
\n current = next;
\n retries++;
\n }
\n return { ok: false, reason: '\u8d85\u8fc7\u6700\u5927\u91cd\u8bd5\u6b21\u6570' };
\n }<\/p>\n
\/\/ \u7b2c\u4e00\u5c42：JSON.parse，\u5931\u8d25\u5219\u7528 jsonrepair \u515c\u5e95
\n private tryParse(
\n raw: string
\n ): { ok: true; value: unknown } | { ok: false; reason: string } {
\n try {
\n return { ok: true, value: JSON.parse(raw) };
\n } catch {
\n try {
\n \/\/ \u4fee\u590d\u5c3e\u9017\u53f7\u3001\u5355\u5f15\u53f7\u3001\u4ee3\u7801\u5757\u5305\u88f9\u7b49\u5e38\u89c1\u8bed\u6cd5\u95ee\u9898
\n return { ok: true, value: JSON.parse(jsonrepair(raw)) };
\n } catch (e) {
\n return { ok: false, reason: `\u8bed\u6cd5\u4e0d\u53ef\u4fee\u590d: ${(e as Error).message}` };
\n }
\n }
\n }<\/p>\n
\/\/ \u81ea\u52a8\u4fee\u590d：\u6309 ajv \u9519\u8bef\u7c7b\u578b\u5206\u53d1，\u6df1\u62f7\u8d1d\u907f\u514d\u6c61\u67d3\u539f\u6570\u636e
\n private autoRepair(data: any, errors: any[]): any {
\n if (typeof data !== 'object' || data === null) return data;
\n const repaired = JSON.parse(JSON.stringify(data));
\n for (const err of errors) {
\n const path = err.instancePath.split('\/').filter(Boolean);
\n switch (err.keyword) {
\n case 'type':
\n this.fixType(repaired, path, err.params.type);
\n break;
\n case 'required':
\n this.fillDefault(repaired, err.params.missingProperty);
\n break;
\n case 'additionalProperties':
\n this.removeExtra(repaired, path, err.params.additionalProperty);
\n break;
\n }
\n }
\n return repaired;
\n }<\/p>\n
private fixType(obj: any, path: string[], types: string) {
\n const target = path.reduce((o, k) => o?.[k], obj);
\n if (target == null) return;
\n \/\/ \u5b57\u7b26\u4e32\u6570\u5b57\u8f6c number，\u5b57\u7b26\u4e32\u5e03\u5c14\u8f6c boolean
\n if (types.includes('number') && typeof target === 'string') {
\n const n = Number(target);
\n if (!isNaN(n)) this.setPath(obj, path, n);
\n } else if (types.includes('boolean') && typeof target === 'string') {
\n this.setPath(obj, path, target === 'true');
\n }
\n }<\/p>\n
private fillDefault(obj: any, key: string) {
\n \/\/ \u7f3a\u5b57\u6bb5\u8865 null \u96f6\u503c，\u4e1a\u52a1\u5c42\u518d\u5224\u7a7a\u5904\u7406
\n if (obj[key] === undefined) obj[key] = null;
\n }<\/p>\n
private removeExtra(obj: any, path: string[], key: string) {
\n const target = path.reduce((o, k) => o?.[k], obj);
\n if (target && typeof target === 'object') delete target[key];
\n }<\/p>\n
private setPath(obj: any, path: string[], value: any) {
\n let cur = obj;
\n for (let i = 0; i < path.length – 1; i++) cur = cur[path[i]];
\n cur[path[path.length – 1]] = value;
\n }<\/p>\n
\/\/ \u628a\u6821\u9a8c\u9519\u8bef\u62fc\u6210\u6a21\u578b\u53ef\u8bfb\u7684\u53cd\u9988，\u5f15\u5bfc\u91cd\u751f\u6210
\n private buildFeedback(errors: any[]): string {
\n const lines = errors.map((e) => `\u8def\u5f84 ${e.instancePath || '\u6839'}: ${e.message}`);
\n return `\u4e0a\u4e00\u6b21\u8f93\u51fa\u5b58\u5728\u4ee5\u4e0b\u95ee\u9898，\u8bf7\u4fee\u6b63：\\\\n${lines.join('\\\\n')}`;
\n }<\/p>\n
private async askRegenerate(feedback: string): Promise<string | null> {
\n if (!this.regenerate) return null;
\n try {
\n return await this.regenerate(feedback);
\n } catch {
\n \/\/ \u91cd\u751f\u6210\u672c\u8eab\u5931\u8d25\u4e5f\u515c\u5e95，\u4e0d\u8ba9\u94fe\u8def\u4e2d\u65ad
\n return null;
\n }
\n }
\n}<\/p>\n
\u5173\u952e\u70b9\u5728\u4e8e\u4e09\u5904\u3002\u5176\u4e00，\u5206\u5c42\u5904\u7406：\u8bed\u6cd5\u5c42\u7528 jsonrepair，schema \u5c42\u7528 ajv，\u4fee\u590d\u5c42\u6309\u9519\u8bef\u7c7b\u578b\u5206\u53d1\u3002\u5176\u4e8c，\u81ea\u52a8\u4fee\u590d\u6df1\u62f7\u8d1d\u540e\u518d\u6539，\u4e0d\u6c61\u67d3\u539f\u59cb\u6570\u636e，\u4fbf\u4e8e\u56de\u9000\u3002\u5176\u4e09，\u91cd\u751f\u6210\u5e26\u9519\u8bef\u53cd\u9988，\u5f62\u6210\u95ed\u73af\u3002\u67d0 AI \u62a5\u8868\u4ea7\u54c1\u63a5\u5165\u540e，\u89e3\u6790\u5931\u8d25\u7387\u4ece 12% \u964d\u5230 0.3%，\u5269\u4f59 0.3% \u8d70\u9ed8\u8ba4\u6a21\u677f\u515c\u5e95\u3002<\/p>\n
\u81ea\u52a8\u4fee\u590d\u5e76\u975e\u65e0\u635f\u3002<\/p>\n
\u9759\u9ed8\u9519\u8bef\u662f\u6700\u9690\u853d\u7684\u4ee3\u4ef7\u3002\u81ea\u52a8\u8865\u9ed8\u8ba4\u503c\u53ef\u80fd\u63a9\u76d6\u6a21\u578b\u7406\u89e3\u9519\u8bef\u3002\u6a21\u578b\u672c\u5e94\u8f93\u51fa\u201c\u9500\u552e\u989d\u201d\u5374\u6f0f\u4e86\u5b57\u6bb5，\u4fee\u590d\u5668\u8865\u4e86 0，\u7528\u6237\u770b\u5230\u7684\u5c31\u662f\u201c\u9500\u552e\u989d\u4e3a 0\u201d，\u800c\u771f\u5b9e\u60c5\u51b5\u662f\u6a21\u578b\u6ca1\u7406\u89e3\u5bf9\u3002\u8fd9\u79cd\u9519\u8bef\u6bd4\u89e3\u6790\u5931\u8d25\u66f4\u5371\u9669，\u56e0\u4e3a\u7528\u6237\u611f\u77e5\u4e0d\u5230\u3002\u5fc5\u987b\u8bb0\u5f55\u6bcf\u6b21\u4fee\u590d\u65e5\u5fd7，\u4fbf\u4e8e\u4e8b\u540e\u6392\u67e5\u4e0e prompt \u8fed\u4ee3\u3002<\/p>\n
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\u6027\u80fd\u5f00\u9500\u4e0d\u53ef\u5ffd\u89c6\u3002\u590d\u6742 schema \u6821\u9a8c\u5728\u5927\u5bf9\u8c61\u4e0a\u8017\u65f6\u660e\u663e\u3002\u67d0\u6b21 schema \u542b 200 \u4e2a\u5b57\u6bb5\u7684\u5d4c\u5957\u914d\u7f6e，ajv \u6821\u9a8c\u5355\u6b21\u8017\u65f6 80 \u6beb\u79d2\u3002\u9700\u5728 schema \u7f16\u8bd1\u671f\u505a\u7f13\u5b58（ajv \u672c\u8eab\u652f\u6301 compile \u590d\u7528），\u907f\u514d\u6bcf\u6b21\u91cd\u65b0\u7f16\u8bd1\u3002<\/p>\n
\u91cd\u751f\u6210\u6210\u672c\u662f\u6700\u540e\u4e00\u9879\u3002\u56de\u9000\u91cd\u751f\u6210\u589e\u52a0 token \u6d88\u8017\u4e0e\u5ef6\u8fdf\u3002\u82e5\u6a21\u578b\u8d28\u91cf\u5dee，\u91cd\u751f\u6210\u53ef\u80fd\u4ecd\u5931\u8d25\u3002\u9700\u8bbe\u6700\u5927\u91cd\u8bd5\u6b21\u6570，\u8d85\u9650\u5373\u964d\u7ea7，\u907f\u514d\u65e0\u8c13\u6d88\u8017\u3002<\/p>\n
\u9002\u7528\u8fb9\u754c：\u62a5\u8868\u914d\u7f6e\u3001\u8868\u5355\u9884\u586b\u3001\u7ed3\u6784\u5316\u6570\u636e\u63d0\u53d6\u7b49\u5bb9\u9519\u6027\u9ad8\u7684\u573a\u666f\u6536\u76ca\u6700\u9ad8\u3002\u91d1\u878d\u3001\u533b\u7597\u3001\u6cd5\u52a1\u7b49\u9ad8\u7cbe\u5ea6\u573a\u666f\u4e0d\u9002\u5408\u81ea\u52a8\u4fee\u590d，\u90a3\u91cc\u5e94\u5f3a\u6821\u9a8c\u5931\u8d25\u5373\u62d2\u7edd，\u7531\u4eba\u5de5\u4ecb\u5165\u3002<\/p>\n
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\u522b\u4fe1\u6a21\u578b\u8bf4\u7684\u201c\u8fd9\u662f\u5408\u6cd5 JSON\u201d：\u7ed3\u6784\u5316\u8f93\u51fa\u7684\u524d\u7aef\u6821\u9a8c\u4e0e\u81ea\u52a8\u4fee\u590d
\n\u4e00\u3001\u6a21\u578b\u627f\u8bfa\u7684 JSON \u7ecf\u5e38\u662f\u574f\u7684：\u524d\u7aef\u4e0d\u80fd\u88f8\u63a5\u7ed3\u6784\u5316\u8f93\u51fa
\n\u67d0 AI \u62a5\u8868\u4ea7\u54c1\u7528\u5927\u6a21\u578b\u751f\u6210\u56fe\u8868\u914d\u7f6e，prompt \u660e\u786e\u8981\u6c42\u8f93\u51fa JSON\u3002\u4e0a\u7ebf\u540e\u7ebf\u4e0a\u7ea6 12% \u7684\u54cd\u5e94\u89e3\u6790\u5931\u8d25：\u6709\u7684\u7f3a\u5fc5\u586b\u5b57\u6bb5\u3001\u6709\u7684\u628a\u6570\u5b57\u5199\u6210\u5b57\u7b26\u4e32\u3001\u6709\u7684\u672b\u5c3e\u591a\u4e00\u4e2a\u9017\u53f7\u3001\u6709\u7684\u751a\u81f3\u88f9\u4e86\u4e00\u5c42 markdown \u4ee3\u7801\u5757\u3002\u524d\u7aef\u6ca1\u6709\u6821\u9a8c\u76f4\u63a5 JSON.parse，\u5d29\u5728\u6e32\u67d3\u7ba1\u7ebf\u91cc<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[50],"topic":[],"class_list":["post-99404","post","type-post","status-publish","format-standard","hentry","category-server","tag-50"],"yoast_head":"\n