\u5f88\u591a\u56e2\u961f\u505a\u751f\u6210\u5f0f UI（Generative UI）\u65f6，\u4e00\u5f00\u59cb\u5c31\u60f3\u9020\u4e00\u5957\u66ff\u4ee3\u524d\u7aef\u6846\u67b6\u7684\u4e07\u80fd\u5f15\u64ce：\u7528\u6237\u8f93\u5165\u4e00\u53e5\u8bdd，AI \u4fbf\u751f\u6210\u5e26\u590d\u6742\u72b6\u6001\u7ba1\u7406\u3001\u5f39\u7a97\u4ea4\u4e92\u548c\u56fd\u9645\u5316\u7684\u6574\u5957 React \u4ee3\u7801\u3002<\/p>\n
\u5b9e\u9645\u63a5\u5165\u65f6，LLM \u8f93\u51fa\u53ef\u80fd\u4e0d\u7b26\u5408 JSON \u534f\u8bae，\u8fc7\u6df1\u7684\u52a8\u6001\u7ec4\u4ef6\u6811\u4e5f\u4f1a\u589e\u52a0\u6e32\u67d3\u548c\u6392\u67e5\u6210\u672c\u3002<\/p>\n
\u751f\u6210\u5f0f UI \u7684\u7b2c\u4e00\u7248 MVP（Minimum Viable Product），\u91cd\u70b9\u5728\u4e8e\u88c1\u526a\u4e0e\u964d\u7ea7\u3002\u5148\u642d\u597d\u53ef\u6821\u9a8c\u3001\u53ef\u964d\u7ea7\u7684\u6e32\u67d3\u94fe\u8def，\u518d\u63a5\u5165\u4e0d\u786e\u5b9a\u7684\u751f\u6210\u80fd\u529b\u3002<\/p>\n
\u6709\u4e9b\u6280\u672f\u6587\u7ae0\u5efa\u8bae\u8ba9\u5927\u6a21\u578b\u8f93\u51fa\u5b57\u7b26\u4e32\u5f62\u5f0f\u7684 React JSX，\u518d\u7528 eval() \u6216 new Function() \u52a8\u6001\u6267\u884c\u3002\u8fd9\u79cd\u65b9\u5f0f\u4e0d\u9002\u5408\u76f4\u63a5\u7528\u4e8e\u751f\u4ea7\u73af\u5883\u3002<\/p>\n
XSS \u653b\u51fb\u98ce\u9669\u6682\u4e14\u4e0d\u8bf4，\u6700\u81f4\u547d\u7684\u662f\u5927\u6a21\u578b\u6839\u672c\u65e0\u6cd5\u4fdd\u8bc1 JSX \u8bed\u6cd5\u7684\u95ed\u5408\u6027\u3002\u5728\u6d41\u5f0f\u8f93\u51fa（Streaming）\u7684\u8fc7\u7a0b\u4e2d，\u53ea\u8981\u7f3a\u5c11\u4e00\u4e2a\u95ed\u5408\u6807\u7b7e <\/div>，\u4f60\u7684\u6574\u4e2a React \u6e32\u67d3\u6811\u5c31\u4f1a\u5f53\u573a\u5d29\u6e83\u62a5\u9519\u3002<\/p>\n
\u751f\u6210\u5f0f UI \u4e0d\u5e94\u8ba9\u5927\u6a21\u578b\u76f4\u63a5\u64cd\u63a7 DOM \u6216\u6267\u884c\u4ee3\u7801\u3002\u6a21\u578b\u53ea\u8f93\u51fa\u62bd\u8c61\u7684\u6570\u636e\u534f\u8bae（Schema）；DOM \u7ed8\u5236\u3001\u4e8b\u4ef6\u76d1\u542c\u548c\u6837\u5f0f\u6e32\u67d3\u5219\u7531\u524d\u7aef\u9884\u7f6e\u7684\u7ec4\u4ef6\u767d\u540d\u5355\u5b8c\u6210\u3002<\/p>\n
\u5927\u6a21\u578b\u8d1f\u8d23\u51b3\u5b9a\u201c\u753b\u4ec0\u4e48\u201d，\u524d\u7aef\u5f15\u64ce\u8d1f\u8d23\u51b3\u5b9a\u201c\u600e\u4e48\u753b\u201d\u3002\u628a\u6e32\u67d3\u6743\u7262\u7262\u63e1\u5728\u524d\u7aef\u624b\u5fc3\u91cc，\u7cfb\u7edf\u624d\u6709\u4e86\u6700\u57fa\u7840\u7684\u5b89\u5168\u5e95\u7ebf\u3002<\/p>\n
\u5728\u8bbe\u8ba1\u7b2c\u4e00\u7248 MVP \u5f15\u64ce\u65f6，\u6211\u4eec\u628a\u6574\u4f53\u94fe\u8def\u62c6\u89e3\u4e3a\u4e09\u4e2a\u72ec\u7acb\u7684\u6a21\u5757：<\/p>\n
\u5b89\u5168\u7ec4\u4ef6\u6c99\u7bb1：\u7ef4\u62a4\u4e00\u4e2a\u53d7\u4e25\u683c\u7ba1\u63a7\u7684 React \u7ec4\u4ef6\u6620\u5c04\u8868，\u975e\u6cd5\u7ec4\u4ef6\u7c7b\u578b\u7edf\u4e00\u6620\u5c04\u4e3a UnknownComponent \u5360\u4f4d\u5757\u3002<\/li>\n\u4e0b\u9762\u8fd9\u5957 TypeScript \u4e0e React \u7ed3\u5408\u7684 MVP \u6e32\u67d3\u5f15\u64ce\u5b9e\u73b0，\u6f14\u793a\u4e86\u5982\u4f55\u5728\u751f\u4ea7\u73af\u5883\u4e2d\u5b89\u5168\u5730\u89e3\u6790\u5e76\u6e32\u67d3 AI \u52a8\u6001\u751f\u6210\u7684 Schema\u3002<\/p>\n
import React, { useMemo } from 'react';
\nimport { z } from 'zod';<\/p>\n
\/\/ 1. \u5b9a\u4e49\u4e25\u5bc6\u7684\u751f\u6210\u5f0f UI Component Schema
\nexport const ComponentSchema: z.ZodType<any> = z.lazy(() =>
\n z.object({
\n id: z.string(),
\n type: z.string(),
\n props: z.record(z.any()).optional(),
\n children: z.array(ComponentSchema).optional(),
\n })
\n);<\/p>\n
export type UISchema = z.infer<typeof ComponentSchema>;<\/p>\n
\/\/ 2. \u6ce8\u518c\u9884\u7f6e\u7684\u53d7\u63a7\u7ec4\u4ef6\u767d\u540d\u5355
\nconst ComponentRegistry: Record<string, React.FC<any>> = {
\n Card: ({ title, children }) => (
\n <div style={{ border: '1px solid #e5e7eb', borderRadius: 8, padding: 16, marginBottom: 12 }}>
\n {title && <h4 style={{ margin: '0 0 8px 0', fontSize: 16 }}>{title}<\/h4>}
\n {children}
\n <\/div>
\n ),
\n Button: ({ label, variant = 'primary', onClickKey }) => (
\n <button
\n onClick={() => console.log(`Trigger Action: ${onClickKey}`)}
\n style={{
\n background: variant === 'primary' ? '#2563eb' : '#9ca3af',
\n color: '#fff',
\n border: 'none',
\n padding: '6px 12px',
\n borderRadius: 4,
\n cursor: 'pointer',
\n }}
\n >
\n {label}
\n <\/button>
\n ),
\n Text: ({ content, color = '#374151' }) => <p style={{ color, margin: '4px 0' }}>{content}<\/p>,
\n};<\/p>\n
\/\/ \u515c\u5e95\u5360\u4f4d\u7ec4\u4ef6
\nconst FallbackComponent: React.FC<{ type: string }> = ({ type }) => (
\n <div style={{ padding: 8, background: '#fef2f2', border: '1px dashed #ef4444', color: '#b91c1c' }}>
\n \u65e0\u6cd5\u6e32\u67d3\u672a\u6388\u6743\u7ec4\u4ef6: [{type}]
\n <\/div>
\n);<\/p>\n
\/\/ 3. \u5b89\u5168\u6e32\u67d3\u5668\u7ec4\u4ef6
\ninterface GenerativeUIRendererProps {
\n schemaRaw: string; \/\/ \u5141\u8bb8\u4f20\u5165\u6d41\u5f0f JSON \u5b57\u7b26\u4e32
\n}<\/p>\n
export const GenerativeUIRenderer: React.FC<GenerativeUIRendererProps> = ({ schemaRaw }) => {
\n \/\/ \u5b89\u5168\u89e3\u6790 JSON
\n const parsedSchema = useMemo<UISchema | null>(() => {
\n try {
\n const json = JSON.parse(schemaRaw);
\n const validation = ComponentSchema.safeParse(json);
\n return validation.success ? validation.data : null;
\n } catch {
\n return null;
\n }
\n }, [schemaRaw]);<\/p>\n
if (!parsedSchema) {
\n return <div style={{ color: '#6b7280', fontSize: 14 }}>\u52a8\u6001 UI \u6e32\u67d3\u4e2d\u6216 Schema \u7ed3\u6784\u635f\u574f…<\/div>;
\n }<\/p>\n
\/\/ \u9012\u5f52\u6e32\u67d3 Node
\n const renderNode = (node: UISchema): React.ReactNode => {
\n const Component = ComponentRegistry[node.type] || (() => <FallbackComponent type={node.type} \/>);
\n const renderedChildren = node.children?.map(child => <React.Fragment key={child.id}>{renderNode(child)}<\/React.Fragment>);<\/p>\n
return <Component {…(node.props || {})}>{renderedChildren}<\/Component>;
\n };<\/p>\n
return <div className="gen-ui-container">{renderNode(parsedSchema)}<\/div>;
\n};<\/p>\n
3. MVP \u9636\u6bb5\u5e94\u653e\u5f03\u7684\u4e09\u4e2a\u865a\u5047\u9700\u6c42<\/h3>\n
\u7b2c\u4e00\u7248\u4e0a\u7ebf\u524d，\u4ea7\u54c1\u4fa7\u901a\u5e38\u8fd8\u4f1a\u63d0\u51fa\u66f4\u591a\u80fd\u529b\u8bc9\u6c42\u3002MVP \u9636\u6bb5\u53ef\u5148\u4e0d\u652f\u6301：<\/p>\n
\u7b2c\u4e00，\u653e\u5f03\u4efb\u610f\u81ea\u5b9a\u4e49\u6837\u5f0f\u652f\u6301\u3002\u4e0d\u8981\u5141\u8bb8\u5927\u6a21\u578b\u5728 Schema \u91cc\u4f20\u4efb\u610f\u7684 CSS \u5185\u8054\u6837\u5f0f\u5b57\u7b26\u4e32\u3002LLM \u5f88\u5bb9\u6613\u5199\u51fa position: absolute; top: -9999px \u8fd9\u79cd\u628a\u5143\u7d20\u79fb\u51fa\u5c4f\u5e55\u5916\u7684\u5947\u8469\u6837\u5f0f\u3002\u6240\u6709\u7684\u6837\u5f0f\u8c03\u6574\u5e94\u6536\u53e3\u4e3a\u9884\u5b9a\u4e49\u597d\u7684 variant \u679a\u4e3e\u503c（\u6bd4\u5982 primary\u3001secondary\u3001danger）\u3002<\/p>\n
\u7b2c\u4e8c，\u653e\u5f03\u590d\u6742\u7684\u591a\u7ec4\u4ef6\u8054\u52a8\u72b6\u6001\u3002\u5982\u679c\u5728 MVP \u91cc\u8bd5\u56fe\u8ba9 AI \u751f\u6210\u5e26\u6709\u7c7b\u4f3c if (componentA.value > 10) componentB.hide() \u7684\u590d\u6742\u903b\u8f91，\u4f60\u7684\u8c03\u8bd5\u6210\u672c\u4f1a\u5448\u6307\u6570\u7ea7\u98d9\u5347\u3002\u7b2c\u4e00\u7248\u7684\u751f\u6210\u5f0f UI \u53ea\u505a\u6570\u636e\u5c55\u793a\u4e0e\u7b80\u5355\u5355\u5411\u52a8\u4f5c\u89e6\u53d1，\u590d\u6742\u4ea4\u4e92\u7ee7\u7eed\u4ea4\u7531\u624b\u5199\u7ec4\u4ef6\u5904\u7406\u3002<\/p>\n
\u7b2c\u4e09，\u9650\u5236\u5d4c\u5957\u6df1\u5ea6\u3002\u5728\u6e32\u67d3\u5f15\u64ce\u4e2d\u5e94\u663e\u5f0f\u8bbe\u7f6e maxDepth \u68c0\u67e5\u3002\u8fc7\u6df1\u7684\u5d4c\u5957\u4f1a\u589e\u52a0\u9012\u5f52\u6e32\u67d3\u548c DOM \u5e03\u5c40\u6210\u672c；\u5177\u4f53\u4e0a\u9650\u5e94\u7ed3\u5408\u7ec4\u4ef6\u590d\u6742\u5ea6\u548c\u8bbe\u5907\u6027\u80fd\u538b\u6d4b\u786e\u5b9a\u3002<\/p>\n
4. \u843d\u5730\u603b\u7ed3：\u5148\u6d4b\u91cf，\u540e\u6f14\u8fdb<\/h3>\n
\u7b2c\u4e00\u7248\u4e0d\u5fc5\u8986\u76d6\u6240\u6709\u754c\u9762\u548c\u4ea4\u4e92\u7c7b\u578b，\u5148\u9a8c\u8bc1\u534f\u8bae\u3001\u767d\u540d\u5355\u548c\u964d\u7ea7\u94fe\u8def\u662f\u5426\u53ef\u7528\u3002<\/p>\n
\u7b2c\u4e00\u7248 MVP \u53ef\u4ee5\u9a8c\u8bc1\u7528\u6237\u662f\u5426\u9700\u8981\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u751f\u6210\u754c\u9762，\u4e5f\u80fd\u7edf\u8ba1\u6d41\u5f0f\u4f20\u8f93\u4e2d\u7684 Schema \u89e3\u6790\u5931\u8d25\u7387\u3002<\/p>\n
\u4e0a\u7ebf\u524d\u5e94\u7ea6\u5b9a\u53ef\u63a5\u53d7\u7684\u89e3\u6790\u5931\u8d25\u7387\u3001\u964d\u7ea7\u6210\u529f\u7387\u548c\u54cd\u5e94\u65f6\u5ef6，\u5e76\u4ee5\u771f\u5b9e\u6d41\u91cf\u9a8c\u8bc1\u3002\u8fbe\u5230\u8fd9\u4e9b\u76ee\u6807\u540e，\u518d\u6309\u9700\u6c42\u6269\u5145\u7ec4\u4ef6\u767d\u540d\u5355\u6216\u628a\u89e3\u6790\u79fb\u5230 Web Worker\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
\u524d\u7aef\u5de5\u7a0b\u670d\u52a1\u5f02\u5e38\u65f6\u5982\u4f55\u5206\u5c42\u964d\u7ea7\u5f88\u591a\u56e2\u961f\u505a\u751f\u6210\u5f0f UI（Generative UI）\u65f6，\u4e00\u5f00\u59cb\u5c31\u60f3\u9020\u4e00\u5957\u66ff\u4ee3\u524d\u7aef\u6846\u67b6\u7684\u4e07\u80fd\u5f15\u64ce：\u7528\u6237\u8f93\u5165\u4e00\u53e5\u8bdd，AI \u4fbf\u751f\u6210\u5e26\u590d\u6742\u72b6\u6001\u7ba1\u7406\u3001\u5f39\u7a97\u4ea4\u4e92\u548c\u56fd\u9645\u5316\u7684\u6574\u5957 React \u4ee3\u7801\u3002
\n\u5b9e\u9645\u63a5\u5165\u65f6，LLM \u8f93\u51fa\u53ef\u80fd\u4e0d\u7b26\u5408 JSON \u534f\u8bae，\u8fc7\u6df1\u7684\u52a8\u6001\u7ec4\u4ef6\u6811\u4e5f\u4f1a\u589e\u52a0\u6e32\u67d3\u548c\u6392\u67e5\u6210\u672c\u3002
\n\u751f\u6210\u5f0f UI \u7684\u7b2c\u4e00\u7248 MVP（Minimum Viable<\/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":[66,723,594,50,87],"topic":[],"class_list":["post-98498","post","type-post","status-publish","format-standard","hentry","category-server","tag-ai","tag-react","tag-web","tag-50","tag-87"],"yoast_head":"\n
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