> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-zh.cn/llms.txt
> Use this file to discover all available pages before exploring further.

# Markdown 消息

> 以丰富的格式化 Markdown 渲染 LLM 响应，并提供正确的流式支持

export const PatternEmbed = ({pattern, theme, height, minHeight = 400, maxHeight = 700, className, defaultView = "preview", defaultSdk = "react", defaultLanguage = "js", showCodeTab = true, agentServer = "prod", onError, onReady}) => {
  var VALID_GUEST_TYPES = new Set(["READY", "RESIZE", "ERROR", "RUN_STARTED", "TRACE_URL", "THREAD_CLEARED"]);
  function stub() {
    return {
      safeParse: data => ({
        success: true,
        data
      }),
      optional: () => stub(),
      min: () => stub(),
      url: () => stub()
    };
  }
  var z = {
    object: _shape => stub(),
    literal: _value => stub(),
    string: () => stub(),
    number: () => stub(),
    boolean: () => stub(),
    enum: _values => stub(),
    array: _el => stub(),
    union: _schemas => stub(),
    record: (_key, _value) => stub(),
    discriminatedUnion: (_key, _schemas) => ({
      safeParse(data) {
        if (data != null && typeof data === "object" && ("type" in data) && typeof data.type === "string" && VALID_GUEST_TYPES.has(data.type)) {
          return {
            success: true,
            data
          };
        }
        return {
          success: false
        };
      },
      optional: () => stub(),
      min: () => stub(),
      url: () => stub()
    })
  };
  var SetThemeMessageSchema = z.object({
    type: z.literal("SET_THEME"),
    theme: z.enum(["light", "dark"])
  });
  var SetPatternMessageSchema = z.object({
    type: z.literal("SET_PATTERN"),
    slug: z.string()
  });
  var ResetMessageSchema = z.object({
    type: z.literal("RESET")
  });
  var SetViewMessageSchema = z.object({
    type: z.literal("SET_VIEW"),
    view: z.enum(["preview", "code"])
  });
  var SetLanguageMessageSchema = z.object({
    type: z.literal("SET_LANGUAGE"),
    language: z.enum(["js", "python"])
  });
  var CodeFileSchema = z.object({
    filename: z.string(),
    content: z.string()
  });
  var UpdateCodeMessageSchema = z.object({
    type: z.literal("UPDATE_CODE"),
    files: z.array(CodeFileSchema).min(1),
    entryFile: z.string()
  });
  var TrackEventMessageSchema = z.object({
    type: z.literal("TRACK_EVENT"),
    name: z.string(),
    properties: z.record(z.string(), z.union([z.string(), z.number(), z.boolean()])).optional()
  });
  var HostToGuestMessageSchema = z.discriminatedUnion("type", [SetThemeMessageSchema, SetPatternMessageSchema, ResetMessageSchema, UpdateCodeMessageSchema, SetViewMessageSchema, SetLanguageMessageSchema, TrackEventMessageSchema]);
  var ReadyMessageSchema = z.object({
    type: z.literal("READY"),
    framework: z.enum(["react", "vue", "angular", "svelte"])
  });
  var ResizeMessageSchema = z.object({
    type: z.literal("RESIZE"),
    height: z.number()
  });
  var ErrorMessageSchema = z.object({
    type: z.literal("ERROR"),
    message: z.string(),
    stack: z.string().optional()
  });
  var RunStartedMessageSchema = z.object({
    type: z.literal("RUN_STARTED"),
    runId: z.string()
  });
  var TraceUrlMessageSchema = z.object({
    type: z.literal("TRACE_URL"),
    url: z.string().url(),
    runId: z.string()
  });
  var ThreadClearedMessageSchema = z.object({
    type: z.literal("THREAD_CLEARED")
  });
  var GuestToHostMessageSchema = z.discriminatedUnion("type", [ReadyMessageSchema, ResizeMessageSchema, ErrorMessageSchema, RunStartedMessageSchema, TraceUrlMessageSchema, ThreadClearedMessageSchema]);
  var PreviewMessageSchema = z.union([HostToGuestMessageSchema, GuestToHostMessageSchema]);
  function isOriginAllowed(origin, allowedOrigins) {
    return allowedOrigins.includes("*") || allowedOrigins.includes(origin);
  }
  function createPreviewHost(iframe, options) {
    const {allowedOrigins} = options;
    const targetOrigins = options.targetOrigins ?? allowedOrigins;
    const listeners = new Map();
    function postToGuest(message) {
      if (!iframe.contentWindow) return;
      for (const origin of targetOrigins) {
        iframe.contentWindow.postMessage(message, origin);
      }
    }
    function addListener(type, callback) {
      if (!listeners.has(type)) {
        listeners.set(type, new Set());
      }
      listeners.get(type).add(callback);
      return () => {
        listeners.get(type)?.delete(callback);
      };
    }
    function handleMessage(event) {
      if (!isOriginAllowed(event.origin, allowedOrigins)) return;
      const result = GuestToHostMessageSchema.safeParse(event.data);
      if (!result.success) return;
      const msg = result.data;
      const cbs = listeners.get(msg.type);
      if (!cbs) return;
      for (const cb of cbs) {
        switch (msg.type) {
          case "READY":
            cb(msg.framework);
            break;
          case "RESIZE":
            cb(msg.height);
            break;
          case "ERROR":
            cb(msg.message, msg.stack);
            break;
          case "RUN_STARTED":
            cb(msg.runId);
            break;
          case "TRACE_URL":
            cb(msg.url, msg.runId);
            break;
          case "THREAD_CLEARED":
            cb();
            break;
        }
      }
    }
    window.addEventListener("message", handleMessage);
    return {
      setTheme(theme) {
        postToGuest({
          type: "SET_THEME",
          theme
        });
      },
      setPattern(slug) {
        postToGuest({
          type: "SET_PATTERN",
          slug
        });
      },
      setView(view) {
        postToGuest({
          type: "SET_VIEW",
          view
        });
      },
      setLanguage(language) {
        postToGuest({
          type: "SET_LANGUAGE",
          language
        });
      },
      updateCode(files, entryFile) {
        postToGuest({
          type: "UPDATE_CODE",
          files,
          entryFile
        });
      },
      reset() {
        postToGuest({
          type: "RESET"
        });
      },
      trackEvent(name, properties) {
        postToGuest({
          type: "TRACK_EVENT",
          name,
          properties
        });
      },
      onReady(callback) {
        return addListener("READY", callback);
      },
      onResize(callback) {
        return addListener("RESIZE", callback);
      },
      onError(callback) {
        return addListener("ERROR", callback);
      },
      onRunStarted(callback) {
        return addListener("RUN_STARTED", callback);
      },
      onTraceUrl(callback) {
        return addListener("TRACE_URL", callback);
      },
      onThreadCleared(callback) {
        return addListener("THREAD_CLEARED", callback);
      },
      destroy() {
        window.removeEventListener("message", handleMessage);
        listeners.clear();
      }
    };
  }
  var PROD_BASE = "https://ui-patterns.langchain.com";
  var SDK_LABELS = {
    react: "React",
    vue: "Vue",
    svelte: "Svelte",
    angular: "Angular"
  };
  var SDK_LOCAL_HOSTS = {
    react: "http://localhost:4100",
    vue: "http://localhost:4200",
    svelte: "http://localhost:4300",
    angular: "http://localhost:4400"
  };
  var SDK_PROD_HOSTS = {
    react: `${PROD_BASE}/react`,
    vue: `${PROD_BASE}/vue`,
    svelte: `${PROD_BASE}/svelte`,
    angular: `${PROD_BASE}/angular`
  };
  var SDK_LOGOS = {
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  };
  var PROD_AGENT_API_BASE = `${PROD_BASE}/api/langgraph`;
  function normalizeAgentServerBase(agentServer, useLocalPreview) {
    const trimmed = agentServer.trim();
    if (useLocalPreview) {
      return "http://localhost:2024";
    }
    if (trimmed === "prod") {
      return PROD_AGENT_API_BASE;
    }
    if (trimmed === "local") {
      return PROD_AGENT_API_BASE;
    }
    return PROD_AGENT_API_BASE;
  }
  function isLocalhost() {
    if (typeof window === "undefined") return false;
    const {hostname} = window.location;
    return hostname === "localhost" || hostname === "127.0.0.1" || hostname === "[::]";
  }
  function detectPageTheme() {
    if (typeof document === "undefined") return "light";
    const el = document.documentElement;
    if (el.classList.contains("dark")) return "dark";
    if (el.getAttribute("data-theme") === "dark") return "dark";
    if (el.style.colorScheme === "dark") return "dark";
    return "light";
  }
  var CACHE_KEY = "__lcPlaygroundIframeCache";
  var iframeCache = globalThis[CACHE_KEY] ?? (() => {
    const m = new Map();
    globalThis[CACHE_KEY] = m;
    return m;
  })();
  var SDK_CACHE_KEY = "__lcPlaygroundSdkCache";
  var sdkCache = globalThis[SDK_CACHE_KEY] ?? (() => {
    const m = new Map();
    globalThis[SDK_CACHE_KEY] = m;
    return m;
  })();
  var LANG_CACHE_KEY = "__lcPlaygroundLangCache";
  var langCache = globalThis[LANG_CACHE_KEY] ?? (() => {
    const m = new Map();
    globalThis[LANG_CACHE_KEY] = m;
    return m;
  })();
  var VIEW_EYE_SVG = `<svg width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M1 12s4-8 11-8 11 8 11 8-4 8-11 8-11-8-11-8z"/><circle cx="12" cy="12" r="3"/></svg>`;
  var VIEW_CODE_SVG = `<svg width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><polyline points="16 18 22 12 16 6"/><polyline points="8 6 2 12 8 18"/></svg>`;
  var CHEVRON_DOWN_SVG = `<svg width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><polyline points="6 9 12 15 18 9"/></svg>`;
  var TRACE_ICON_SVG = `<svg width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M22 12h-4l-3 9L9 3l-3 9H2"/></svg>`;
  var TRACE_SPINNER_SVG = `<svg width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2.5" class="animate-spin"><circle cx="12" cy="12" r="10" opacity="0.25"/><path d="M12 2a10 10 0 0 1 10 10" stroke-linecap="round"/></svg>`;
  var EXTERNAL_LINK_SVG = `<svg width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2.5" stroke-linecap="round" stroke-linejoin="round"><path d="M18 13v6a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V8a2 2 0 0 1 2-2h6"/><polyline points="15 3 21 3 21 9"/><line x1="10" y1="14" x2="21" y2="3"/></svg>`;
  var DOWNLOAD_SVG = `<svg width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M21 15v4a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2v-4"/><polyline points="7 10 12 15 17 10"/><line x1="12" y1="15" x2="12" y2="3"/></svg>`;
  var EXPAND_SVG = `<svg width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><polyline points="15 3 21 3 21 9"/><polyline points="9 21 3 21 3 15"/><line x1="21" y1="3" x2="14" y2="10"/><line x1="3" y1="21" x2="10" y2="14"/></svg>`;
  var CLOSE_SVG = `<svg width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><line x1="18" y1="6" x2="6" y2="18"/><line x1="6" y1="6" x2="18" y2="18"/></svg>`;
  var LANG_TS_SVG = `<svg fill="none" height="18" viewBox="0 0 512 512" width="18" xmlns="http://www.w3.org/2000/svg"><rect fill="#3178c6" height="512" rx="50" width="512"/><rect fill="#3178c6" height="512" rx="50" width="512"/><path clip-rule="evenodd" d="m316.939 407.424v50.061c8.138 4.172 17.763 7.3 28.875 9.386s22.823 3.129 35.135 3.129c11.999 0 23.397-1.147 34.196-3.442 10.799-2.294 20.268-6.075 28.406-11.342 8.138-5.266 14.581-12.15 19.328-20.65s7.121-19.007 7.121-31.522c0-9.074-1.356-17.026-4.069-23.857s-6.625-12.906-11.738-18.225c-5.112-5.319-11.242-10.091-18.389-14.315s-15.207-8.213-24.18-11.967c-6.573-2.712-12.468-5.345-17.685-7.9-5.217-2.556-9.651-5.163-13.303-7.822-3.652-2.66-6.469-5.476-8.451-8.448-1.982-2.973-2.974-6.336-2.974-10.091 0-3.441.887-6.544 2.661-9.308s4.278-5.136 7.512-7.118c3.235-1.981 7.199-3.52 11.894-4.615 4.696-1.095 9.912-1.642 15.651-1.642 4.173 0 8.581.313 13.224.938 4.643.626 9.312 1.591 14.008 2.894 4.695 1.304 9.259 2.947 13.694 4.928 4.434 1.982 8.529 4.276 12.285 6.884v-46.776c-7.616-2.92-15.937-5.084-24.962-6.492s-19.381-2.112-31.066-2.112c-11.895 0-23.163 1.278-33.805 3.833s-20.006 6.544-28.093 11.967c-8.086 5.424-14.476 12.333-19.171 20.729-4.695 8.395-7.043 18.433-7.043 30.114 0 14.914 4.304 27.638 12.912 38.172 8.607 10.533 21.675 19.45 39.204 26.751 6.886 2.816 13.303 5.579 19.25 8.291s11.086 5.528 15.415 8.448c4.33 2.92 7.747 6.101 10.252 9.543 2.504 3.441 3.756 7.352 3.756 11.733 0 3.233-.783 6.231-2.348 8.995s-3.939 5.162-7.121 7.196-7.147 3.624-11.894 4.771c-4.748 1.148-10.303 1.721-16.668 1.721-10.851 0-21.597-1.903-32.24-5.71-10.642-3.806-20.502-9.516-29.579-17.13zm-84.159-123.342h64.22v-41.082h-179v41.082h63.906v182.918h50.874z" fill="#fff" fill-rule="evenodd"/></svg>`;
  var LANG_PYTHON_SVG = `<svg version="1.1" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:cc="http://web.resource.org/cc/" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:svg="http://www.w3.org/2000/svg" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" width="18px" height="18px" viewBox="0.21 -0.077 110 110" enable-background="new 0.21 -0.077 110 110" xml:space="preserve"><linearGradient id="SVGID_1_" gradientUnits="userSpaceOnUse" x1="63.8159" y1="56.6829" x2="118.4934" y2="1.8225" gradientTransform="matrix(1 0 0 -1 -53.2974 66.4321)"> <stop offset="0" style="stop-color:#387EB8"/> <stop offset="1" style="stop-color:#366994"/></linearGradient><path fill="url(#SVGID_1_)" d="M55.023-0.077c-25.971,0-26.25,10.081-26.25,12.156c0,3.148,0,12.594,0,12.594h26.75v3.781 c0,0-27.852,0-37.375,0c-7.949,0-17.938,4.833-17.938,26.25c0,19.673,7.792,27.281,15.656,27.281c2.335,0,9.344,0,9.344,0 s0-9.765,0-13.125c0-5.491,2.721-15.656,15.406-15.656c15.91,0,19.971,0,26.531,0c3.902,0,14.906-1.696,14.906-14.406 c0-13.452,0-17.89,0-24.219C82.054,11.426,81.515-0.077,55.023-0.077z M40.273,8.392c2.662,0,4.813,2.15,4.813,4.813 c0,2.661-2.151,4.813-4.813,4.813s-4.813-2.151-4.813-4.813C35.46,10.542,37.611,8.392,40.273,8.392z"/><linearGradient id="SVGID_2_" gradientUnits="userSpaceOnUse" x1="97.0444" y1="21.6321" x2="155.6665" y2="-34.5308" gradientTransform="matrix(1 0 0 -1 -53.2974 66.4321)"> <stop offset="0" style="stop-color:#FFE052"/> <stop offset="1" style="stop-color:#FFC331"/></linearGradient><path fill="url(#SVGID_2_)" d="M55.397,109.923c25.959,0,26.282-10.271,26.282-12.156c0-3.148,0-12.594,0-12.594H54.897v-3.781 c0,0,28.032,0,37.375,0c8.009,0,17.938-4.954,17.938-26.25c0-23.322-10.538-27.281-15.656-27.281c-2.336,0-9.344,0-9.344,0 s0,10.216,0,13.125c0,5.491-2.631,15.656-15.406,15.656c-15.91,0-19.476,0-26.532,0c-3.892,0-14.906,1.896-14.906,14.406 c0,14.475,0,18.265,0,24.219C28.366,100.497,31.562,109.923,55.397,109.923z M70.148,101.454c-2.662,0-4.813-2.151-4.813-4.813 s2.15-4.813,4.813-4.813c2.661,0,4.813,2.151,4.813,4.813S72.809,101.454,70.148,101.454z"/></svg>`;
  var SDK_OPTIONS = Object.keys(SDK_LABELS).map(k => [k, SDK_LABELS[k]]);
  var EMBED_CSS = `
[data-lc-pe] .lc-tab{font-size:13px;font-family:inherit}
[data-lc-pe] .lc-sdk-option{font-size:13px}
[data-lc-pe] .lc-border{border-color:#B8DFFF}
[data-lc-pe].dark .lc-border{border-color:#1A2740}
[data-lc-pe] .lc-bg-surface{background-color:white}
[data-lc-pe].dark .lc-bg-surface{background-color:#0B1120}
[data-lc-pe] .lc-bg-wash{background-color:#F2FAFF}
[data-lc-pe].dark .lc-bg-wash{background-color:#030710}
[data-lc-pe] .lc-tab-active{background-color:#7FC8FF;color:#030710}
[data-lc-pe] .lc-tab-inactive{background-color:transparent;color:#6B8299}
[data-lc-pe] .lc-tab-inactive:hover{background-color:#E5F4FF;color:#030710}
[data-lc-pe].dark .lc-tab-inactive:hover{background-color:#1A2740;color:#C8DDF0}
[data-lc-pe] .lc-tab-trace{background-color:#FFF3E0;color:#E65100}
[data-lc-pe].dark .lc-tab-trace{background-color:#3E2723;color:#FFB74D}
[data-lc-pe] .lc-tab-trace:hover{background-color:#FFE0B2}
[data-lc-pe].dark .lc-tab-trace:hover{background-color:#4E342E}
[data-lc-pe] .lc-tab-trace-loading{background-color:transparent;color:#6B8299;cursor:not-allowed}
[data-lc-pe] .lc-sdk-btn{border-color:#B8DFFF;background-color:white;font-size:13px;color:#030710}
[data-lc-pe].dark .lc-sdk-btn{border-color:#1A2740;background-color:#0B1120;color:#C8DDF0}
[data-lc-pe] .lc-sdk-btn:hover{background-color:#E5F4FF}
[data-lc-pe].dark .lc-sdk-btn:hover{background-color:#1A2740}
[data-lc-pe] .lc-dropdown{border-color:#B8DFFF;background-color:white;min-width:120px}
[data-lc-pe].dark .lc-dropdown{border-color:#1A2740;background-color:#0B1120}
[data-lc-pe] .lc-sdk-selected{background-color:#E5F4FF;color:#030710}
[data-lc-pe].dark .lc-sdk-selected{background-color:#1A2740;color:#C8DDF0}
[data-lc-pe] .lc-sdk-unselected{color:#6B8299}
[data-lc-pe] .lc-sdk-unselected:hover{background-color:#F2FAFF;color:#030710}
[data-lc-pe].dark .lc-sdk-unselected:hover{background-color:#1A2740;color:#C8DDF0}
[data-lc-pe] .lc-spinner{border-color:#B8DFFF;border-top-color:#7FC8FF}
[data-lc-pe].dark .lc-spinner{border-color:#1A2740;border-top-color:#7FC8FF}
[data-lc-pe] .lc-error{background-color:rgb(178 125 117/0.1);border-color:rgb(178 125 117/0.3);color:#B27D75}
[data-lc-pe] .lc-error-btn{border-color:rgb(178 125 117/0.3);background-color:white;color:#B27D75}
[data-lc-pe].dark .lc-error-btn{background-color:#0B1120}
[data-lc-pe] .lc-lang-switcher .lc-tab{padding:4px 8px}
@media(max-width:639px){
[data-lc-pe] .lc-toolbar{flex-wrap:wrap;gap:8px}
[data-lc-pe] .lc-tab-label{display:none}
[data-lc-pe] .lc-tab{padding-left:10px;padding-right:10px}
[data-lc-pe] .lc-sdk-btn{margin-left:auto}
}
[data-lc-pe] .lc-expand-btn{border:none;background:transparent;cursor:pointer;padding:6px;border-radius:6px;display:inline-flex;align-items:center;justify-content:center;color:#6B8299;transition:background-color 0.15s,color 0.15s}
[data-lc-pe] .lc-expand-btn:hover{background-color:#E5F4FF;color:#030710}
[data-lc-pe].dark .lc-expand-btn:hover{background-color:#1A2740;color:#C8DDF0}
.lc-pe-backdrop{position:fixed;inset:0;z-index:9998;background:rgba(0,0,0,0.4);backdrop-filter:blur(4px);-webkit-backdrop-filter:blur(4px)}
`;
  const slotRef = useRef(null);
  const cardRef = useRef(null);
  const placeholderRef = useRef(null);
  const cachedRef = useRef(null);
  const useLocalPreview = agentServer === "local" || agentServer === "prod" && isLocalhost();
  const agentQuery = agentServer !== "local" && agentServer !== "prod" ? `?agentServer=${encodeURIComponent(agentServer)}` : "";
  const sdkCacheKey = `${agentServer}|${pattern}`;
  const [sdk, setSdkRaw] = useState(() => {
    const fromCache = sdkCache.get(sdkCacheKey);
    if (fromCache) return fromCache;
    const hosts = useLocalPreview ? SDK_LOCAL_HOSTS : SDK_PROD_HOSTS;
    let best = null;
    for (const [s, url] of Object.entries(hosts)) {
      const entry = iframeCache.get(`${url}|${agentQuery}`);
      if (entry?.lastActiveAt && (!best || entry.lastActiveAt > best.at)) {
        best = {
          sdk: s,
          at: entry.lastActiveAt
        };
      }
    }
    if (best) return best.sdk;
    return defaultSdk;
  });
  const setSdk = useCallback(s => {
    sdkCache.set(sdkCacheKey, s);
    setSdkRaw(s);
  }, [sdkCacheKey]);
  const [sdkDropdownOpen, setSdkDropdownOpen] = useState(false);
  const langCacheKey = `${agentServer}|${pattern}`;
  const [agentLang, setAgentLangRaw] = useState(() => langCache.get(langCacheKey) ?? defaultLanguage);
  const setAgentLang = useCallback(l => {
    langCache.set(langCacheKey, l);
    setAgentLangRaw(l);
  }, [langCacheKey]);
  const previewUrl = useLocalPreview ? SDK_LOCAL_HOSTS[sdk] : SDK_PROD_HOSTS[sdk];
  const cacheKey = `${previewUrl}|${agentQuery}`;
  const [ready, setReady] = useState(() => iframeCache.get(cacheKey)?.ready ?? false);
  const [iframeHeight, setIframeHeight] = useState(() => iframeCache.get(cacheKey)?.lastHeight ?? minHeight);
  const [error, setError] = useState(null);
  const [activeView, setActiveView] = useState(() => iframeCache.get(cacheKey)?.lastView ?? defaultView);
  const [traceUrl, setTraceUrl] = useState(null);
  const [traceLoading, setTraceLoading] = useState(false);
  const [expanded, setExpanded] = useState(false);
  const expandedRef = useRef(false);
  expandedRef.current = expanded;
  const [pageTheme, setPageTheme] = useState(detectPageTheme);
  useEffect(() => {
    setPageTheme(detectPageTheme());
    const observer = new MutationObserver(() => setPageTheme(detectPageTheme()));
    observer.observe(document.documentElement, {
      attributes: true,
      attributeFilter: ["class", "data-theme", "style"]
    });
    return () => observer.disconnect();
  }, []);
  const effectiveTheme = theme ?? pageTheme;
  useEffect(() => {
    if (document.getElementById("lc-pe-css")) return;
    const style = document.createElement("style");
    style.id = "lc-pe-css";
    style.textContent = EMBED_CSS;
    document.head.appendChild(style);
  }, []);
  const onErrorRef = useRef(onError);
  onErrorRef.current = onError;
  const onReadyRef = useRef(onReady);
  onReadyRef.current = onReady;
  const patternRef = useRef(pattern);
  patternRef.current = pattern;
  const themeRef = useRef(effectiveTheme);
  themeRef.current = effectiveTheme;
  const activeViewRef = useRef(activeView);
  activeViewRef.current = activeView;
  const agentLangRef = useRef(agentLang);
  agentLangRef.current = agentLang;
  useEffect(() => {
    let cached = iframeCache.get(cacheKey);
    if (cached?.hideTimer) {
      clearTimeout(cached.hideTimer);
      cached.hideTimer = void 0;
    }
    if (!cached) {
      const iframe2 = document.createElement("iframe");
      iframe2.src = `${previewUrl}/${agentQuery}#/${patternRef.current}`;
      iframe2.setAttribute("sandbox", "allow-scripts allow-same-origin allow-forms");
      iframe2.setAttribute("allow", "clipboard-write");
      iframe2.title = `${patternRef.current} pattern`;
      iframe2.setAttribute("data-cache-key", cacheKey);
      Object.assign(iframe2.style, {
        position: "fixed",
        border: "none",
        visibility: "hidden",
        pointerEvents: "auto",
        zIndex: "1",
        borderRadius: "0 0 15px 15px"
      });
      document.body.appendChild(iframe2);
      let iframeOrigin;
      try {
        iframeOrigin = new URL(previewUrl).origin;
      } catch {
        iframeOrigin = previewUrl;
      }
      const host2 = createPreviewHost(iframe2, {
        allowedOrigins: [iframeOrigin]
      });
      cached = {
        iframe: iframe2,
        host: host2,
        ready: false,
        lastHeight: minHeight,
        lastView: defaultView,
        lastActiveAt: 0
      };
      iframeCache.set(cacheKey, cached);
    }
    cachedRef.current = cached;
    const {iframe, host} = cached;
    if (cached.ready) {
      setReady(true);
      setIframeHeight(cached.lastHeight);
      host.setTheme(themeRef.current);
      host.setPattern(patternRef.current);
      host.setLanguage(agentLangRef.current);
      if (activeViewRef.current !== "preview") {
        host.setView(activeViewRef.current);
      }
      cached.lastActiveAt = Date.now();
      iframe.style.visibility = "visible";
    }
    const unsubReady = host.onReady(() => {
      cached.ready = true;
      cached.lastActiveAt = Date.now();
      setReady(true);
      host.setTheme(themeRef.current);
      host.setPattern(patternRef.current);
      host.setLanguage(agentLangRef.current);
      if (activeViewRef.current !== "preview") {
        host.setView(activeViewRef.current);
      }
      iframe.style.visibility = "visible";
      onReadyRef.current?.();
    });
    const unsubResize = host.onResize(h => {
      if (expandedRef.current) return;
      const clamped = Math.min(maxHeight, Math.max(minHeight, h));
      cached.lastHeight = clamped;
      setIframeHeight(clamped);
    });
    const unsubError = host.onError((message, stack) => {
      setError(message);
      iframe.style.visibility = "hidden";
      onErrorRef.current?.(message, stack);
    });
    const unsubRunStarted = host.onRunStarted(() => {
      setTraceUrl(null);
      setTraceLoading(true);
    });
    const unsubTraceUrl = host.onTraceUrl((url, _runId) => {
      setTraceUrl(url);
      setTraceLoading(false);
    });
    const unsubThreadCleared = host.onThreadCleared(() => {
      setTraceUrl(null);
      setTraceLoading(false);
    });
    function syncPosition() {
      const slot2 = slotRef.current;
      if (!slot2) return;
      const rect = slot2.getBoundingClientRect();
      const {style} = iframe;
      style.top = `${rect.top}px`;
      style.left = `${rect.left}px`;
      style.width = `${rect.width}px`;
      style.setProperty("height", `${rect.height}px`, "important");
      if (expandedRef.current) {
        style.zIndex = "10000";
      } else {
        style.zIndex = "1";
      }
    }
    syncPosition();
    const ro = new ResizeObserver(syncPosition);
    if (slotRef.current) ro.observe(slotRef.current);
    document.addEventListener("scroll", syncPosition, {
      passive: true,
      capture: true
    });
    window.addEventListener("resize", syncPosition, {
      passive: true
    });
    let frameCount = 0;
    let rafId = 0;
    function initialSync() {
      syncPosition();
      if (++frameCount < 5) rafId = requestAnimationFrame(initialSync);
    }
    rafId = requestAnimationFrame(initialSync);
    return () => {
      cancelAnimationFrame(rafId);
      ro.disconnect();
      document.removeEventListener("scroll", syncPosition, {
        capture: true
      });
      window.removeEventListener("resize", syncPosition);
      unsubReady();
      unsubResize();
      unsubError();
      unsubRunStarted();
      unsubTraceUrl();
      unsubThreadCleared();
      cachedRef.current = null;
      cached.hideTimer = setTimeout(() => {
        iframe.style.visibility = "hidden";
      }, 200);
    };
  }, [cacheKey, previewUrl, agentQuery, defaultView, minHeight, maxHeight]);
  useEffect(() => {
    requestAnimationFrame(() => window.dispatchEvent(new Event("resize")));
    if (!expanded) return;
    const card = cardRef.current;
    const placeholder = placeholderRef.current;
    if (!card || !placeholder) return;
    const wrapper = document.createElement("div");
    wrapper.setAttribute("data-lc-pe", "");
    wrapper.className = `${effectiveTheme === "dark" ? "dark" : ""}`;
    document.body.appendChild(wrapper);
    const backdrop = document.createElement("div");
    backdrop.className = "lc-pe-backdrop";
    backdrop.addEventListener("click", () => setExpanded(false));
    wrapper.appendChild(backdrop);
    wrapper.appendChild(card);
    Object.assign(card.style, {
      position: "fixed",
      zIndex: "9999",
      top: "50%",
      left: "50%",
      transform: "translate(-50%, -50%)",
      width: "min(70vw, calc(100vw - 48px))",
      height: "85vh",
      display: "flex",
      flexDirection: "column"
    });
    const handleKeyDown = e => {
      if (e.key === "Escape") setExpanded(false);
    };
    document.addEventListener("keydown", handleKeyDown);
    const pageWrapper = document.body.children[0];
    const savedFilter = pageWrapper?.style.filter ?? "";
    const savedPointerEvents = pageWrapper?.style.pointerEvents ?? "";
    if (pageWrapper && pageWrapper !== wrapper) {
      pageWrapper.style.filter = "blur(4px)";
      pageWrapper.style.pointerEvents = "none";
    }
    requestAnimationFrame(() => window.dispatchEvent(new Event("resize")));
    return () => {
      document.removeEventListener("keydown", handleKeyDown);
      if (pageWrapper && pageWrapper !== wrapper) {
        pageWrapper.style.filter = savedFilter;
        pageWrapper.style.pointerEvents = savedPointerEvents;
      }
      card.style.cssText = "";
      placeholder.appendChild(card);
      wrapper.remove();
      requestAnimationFrame(() => window.dispatchEvent(new Event("resize")));
    };
  }, [expanded, effectiveTheme]);
  useEffect(() => {
    if (!ready || !cachedRef.current) return;
    setError(null);
    cachedRef.current.host.setPattern(pattern);
  }, [pattern, ready]);
  useEffect(() => {
    if (!ready || !cachedRef.current) return;
    cachedRef.current.host.setTheme(effectiveTheme);
  }, [effectiveTheme, ready]);
  useEffect(() => {
    if (!ready || !cachedRef.current) return;
    cachedRef.current.host.setLanguage(agentLang);
  }, [agentLang, ready]);
  const switchView = useCallback(view => {
    setActiveView(view);
    if (cachedRef.current) {
      cachedRef.current.lastView = view;
      if (cachedRef.current.ready) {
        cachedRef.current.host.setView(view);
        if (view === "code") {
          cachedRef.current.host.trackEvent("code_tab_clicked", {
            pattern
          });
        }
      }
    }
  }, [pattern]);
  const sdkButtonRef = useRef(null);
  useEffect(() => {
    if (!sdkDropdownOpen || !sdkButtonRef.current) return;
    const isDark = effectiveTheme === "dark";
    const rect = sdkButtonRef.current.getBoundingClientRect();
    const dropdown = document.createElement("div");
    Object.assign(dropdown.style, {
      position: "fixed",
      top: `${rect.bottom + 4}px`,
      right: `${window.innerWidth - rect.right}px`,
      zIndex: expandedRef.current ? "10001" : "10",
      minWidth: "120px",
      borderRadius: "8px",
      border: `1px solid ${isDark ? "#1A2740" : "#B8DFFF"}`,
      backgroundColor: isDark ? "#0B1120" : "white",
      boxShadow: "0 4px 12px rgba(0,0,0,0.15)",
      padding: "4px 0"
    });
    for (const [value, label] of SDK_OPTIONS) {
      const isSelected = value === sdk;
      const btn = document.createElement("button");
      btn.type = "button";
      Object.assign(btn.style, {
        display: "flex",
        alignItems: "center",
        gap: "6px",
        width: "100%",
        textAlign: "left",
        padding: "6px 12px",
        fontSize: "13px",
        cursor: "pointer",
        border: "none",
        fontWeight: isSelected ? "500" : "normal",
        backgroundColor: isSelected ? isDark ? "#1A2740" : "#E5F4FF" : "transparent",
        color: isSelected ? isDark ? "#C8DDF0" : "#030710" : "#6B8299"
      });
      btn.innerHTML = `<span>${SDK_LOGOS[value]}</span>${label}`;
      btn.addEventListener("mouseenter", () => {
        if (!isSelected) {
          btn.style.backgroundColor = isDark ? "#1A2740" : "#F2FAFF";
          btn.style.color = isDark ? "#C8DDF0" : "#030710";
        }
      });
      btn.addEventListener("mouseleave", () => {
        if (!isSelected) {
          btn.style.backgroundColor = "transparent";
          btn.style.color = "#6B8299";
        }
      });
      btn.addEventListener("click", () => {
        setSdk(value);
        setSdkDropdownOpen(false);
        cachedRef.current?.host.trackEvent("sdk_switched", {
          sdk: value,
          pattern
        });
      });
      dropdown.appendChild(btn);
    }
    document.body.appendChild(dropdown);
    const handleClose = e => {
      if (!dropdown.contains(e.target) && !sdkButtonRef.current?.contains(e.target)) {
        setSdkDropdownOpen(false);
      }
    };
    const timer = setTimeout(() => document.addEventListener("mousedown", handleClose), 0);
    return () => {
      clearTimeout(timer);
      document.removeEventListener("mousedown", handleClose);
      dropdown.remove();
    };
  }, [sdkDropdownOpen, sdk, effectiveTheme, setSdk, pattern]);
  const handleReset = useCallback(() => {
    cachedRef.current?.host.reset();
    if (cachedRef.current?.ready) {
      cachedRef.current.host.setPattern(pattern);
    }
  }, [pattern]);
  const resolvedHeight = height ?? Math.min(maxHeight, Math.max(minHeight, iframeHeight));
  const heightStyle = typeof resolvedHeight === "number" ? `${resolvedHeight}px` : resolvedHeight;
  useEffect(() => {
    if (!expanded) {
      slotRef.current?.style.setProperty("height", heightStyle, "important");
    } else {
      slotRef.current?.style.removeProperty("height");
    }
  }, [heightStyle, expanded]);
  const tabBase = "lc-tab inline-flex items-center gap-1.5 px-3.5 py-1.5 rounded-lg border-none font-medium cursor-pointer transition-all duration-150";
  const tabActiveClass = `${tabBase} lc-tab-active shadow-sm`;
  const tabInactiveClass = `${tabBase} lc-tab-inactive`;
  const tabTraceActiveClass = `${tabBase} lc-tab-trace`;
  const tabTraceLoadingClass = `${tabBase} lc-tab-trace-loading`;
  const toolbar = showCodeTab && <div className="lc-toolbar flex items-stretch justify-between px-3 py-2 border-b lc-border lc-bg-wash">
      <div className="inline-flex items-stretch gap-0.5 rounded-lg border lc-border lc-bg-surface" style={{
    padding: 3
  }}>
        <button type="button" aria-label="Preview" onClick={() => switchView("preview")} className={activeView === "preview" ? tabActiveClass : tabInactiveClass}>
          <span dangerouslySetInnerHTML={{
    __html: VIEW_EYE_SVG
  }} />
          <span className="lc-tab-label">Preview</span>
        </button>
        <button type="button" aria-label="Code" onClick={() => switchView("code")} className={activeView === "code" ? tabActiveClass : tabInactiveClass}>
          <span dangerouslySetInnerHTML={{
    __html: VIEW_CODE_SVG
  }} />
          <span className="lc-tab-label">Code</span>
        </button>
        {(traceUrl || traceLoading) && !useLocalPreview && <a href={traceUrl ?? "#"} target="_blank" rel="noopener noreferrer" aria-label="Trace" onClick={e => {
    if (!traceUrl) e.preventDefault(); else cachedRef.current?.host.trackEvent("trace_tab_clicked", {
      pattern
    });
  }} className={traceUrl ? tabTraceActiveClass : tabTraceLoadingClass} aria-disabled={!traceUrl}>
            <span dangerouslySetInnerHTML={{
    __html: traceUrl ? TRACE_ICON_SVG : TRACE_SPINNER_SVG
  }} />
            <span className="lc-tab-label">Trace</span>
            {traceUrl && <span className="ml-0.5" dangerouslySetInnerHTML={{
    __html: EXTERNAL_LINK_SVG
  }} />}
          </a>}
      </div>

      {activeView === "code" && <div className="lc-lang-switcher inline-flex items-stretch gap-0.5 rounded-lg border lc-border lc-bg-surface" style={{
    padding: 3
  }}>
          <button type="button" aria-label="TypeScript" onClick={() => setAgentLang("js")} className={agentLang === "js" ? tabActiveClass : tabInactiveClass} title="TypeScript / JavaScript">
            <span dangerouslySetInnerHTML={{
    __html: LANG_TS_SVG
  }} />
          </button>
          <button type="button" aria-label="Python" onClick={() => setAgentLang("python")} className={agentLang === "python" ? tabActiveClass : tabInactiveClass} title="Python">
            <span dangerouslySetInnerHTML={{
    __html: LANG_PYTHON_SVG
  }} />
          </button>
        </div>}

      <div className="inline-flex items-center gap-1.5">
        <button type="button" aria-label={expanded ? "Collapse" : "Expand"} onClick={() => setExpanded(v => !v)} className="lc-expand-btn" title={expanded ? "Collapse" : "Expand"}>
          <span dangerouslySetInnerHTML={{
    __html: expanded ? CLOSE_SVG : EXPAND_SVG
  }} />
        </button>

        {}
        <button type="button" aria-label="Download project" title="Download project to run locally" onClick={() => {
    const base = normalizeAgentServerBase(agentServer, useLocalPreview);
    const params = new URLSearchParams({
      sdk,
      lang: agentLang
    });
    const url = `${base}/download/${encodeURIComponent(pattern)}?${params}`;
    const a = document.createElement("a");
    a.href = url;
    a.download = `${pattern}.zip`;
    document.body.appendChild(a);
    a.click();
    a.remove();
    cachedRef.current?.host.trackEvent("download_clicked", {
      pattern,
      sdk,
      lang: agentLang
    });
  }} className="lc-expand-btn">
          <span dangerouslySetInnerHTML={{
    __html: DOWNLOAD_SVG
  }} />
        </button>

        {}
        <button ref={sdkButtonRef} type="button" onClick={() => setSdkDropdownOpen(o => !o)} className="inline-flex items-center gap-1.5 px-3 py-2 rounded-lg border lc-sdk-btn font-medium cursor-pointer transition-colors">
          <span dangerouslySetInnerHTML={{
    __html: SDK_LOGOS[sdk]
  }} />
          {SDK_LABELS[sdk]}
          <span dangerouslySetInnerHTML={{
    __html: CHEVRON_DOWN_SVG
  }} />
        </button>
      </div>
    </div>;
  const slot = <div ref={slotRef} className="relative w-full" style={expanded ? {
    flex: 1,
    minHeight: 0
  } : {
    height: heightStyle
  }}>
      {!ready && !error && <div className="absolute inset-0 flex items-center justify-center z-10 lc-bg-wash">
          <div className="size-6 border-2 lc-spinner rounded-full animate-spin" />
        </div>}

      {error && <div className="absolute top-3 inset-x-3 z-10 px-4 py-3 rounded-2xl border lc-error text-sm">
          <strong>Preview Error</strong>
          <p className="mt-1 opacity-80" style={{
    fontSize: 13
  }}>
            {error}
          </p>
          <button type="button" onClick={handleReset} className="mt-2 px-3 py-1 text-xs rounded-lg border lc-error-btn cursor-pointer">
            Retry
          </button>
        </div>}
    </div>;
  return <div data-lc-pe ref={placeholderRef} className={`${effectiveTheme === "dark" ? "dark" : ""} ${className ?? ""}`}>
      <div ref={cardRef} className="rounded-2xl border lc-border overflow-hidden lc-bg-surface">
        {toolbar}
        {slot}
      </div>
    </div>;
};

LLM 天然会生成 Markdown 格式的文本，包括标题、列表、代码块、表格和内联格式。将这些内容渲染为纯文本会浪费模型提供的结构。此模式展示了如何在代理流式传输时，实时解析和渲染 Markdown，并支持所有主流前端框架。

<PatternEmbed pattern="markdown-messages" />

## Markdown 渲染的工作原理

渲染管道包含三个步骤：

1. **接收：** `useStream` 将流式文本累积到每条 AI 消息的 `msg.text` 中，并在新令牌到达时响应式更新。
2. **解析：** Markdown 解析器将原始文本转换为 HTML（或 React 元素树）。每次更新都会运行此步骤，但对于聊天长度的内容（5 KB 消息 \< 5ms）来说足够快。
3. **渲染：** 解析后的输出被渲染到 DOM 中。React 使用虚拟 DOM 差异比较；Vue 和 Svelte 使用经过净化的 `v-html` / `{@html}` HTML。

## 设置 useStream

Markdown 模式使用一个简单的聊天代理，无需特殊配置。使用您的代理 URL 和助手 ID 连接 `useStream`。

导入您的代理，并将 `typeof myAgent` 作为类型参数传递给 `useStream`，以便对状态值进行类型安全访问：

```ts theme={"theme":{"light":"catppuccin-latte","dark":"catppuccin-mocha"}}
import type { myAgent } from "./agent";
```

<CodeGroup>
  ```tsx React theme={"theme":{"light":"catppuccin-latte","dark":"catppuccin-mocha"}}
  import { useStream } from "@langchain/react";
  import { AIMessage, HumanMessage } from "@langchain/core/messages";

  const AGENT_URL = "http://localhost:2024";

  export function Chat() {
    const stream = useStream<typeof myAgent>({
      apiUrl: AGENT_URL,
      assistantId: "simple_agent",
    });

    return (
      <div>
        {stream.messages.map((msg) => {
          if (AIMessage.isInstance(msg)) {
            return <Markdown key={msg.id}>{msg.text}</Markdown>;
          }
          if (HumanMessage.isInstance(msg)) {
            return <p key={msg.id}>{msg.text}</p>;
          }
        })}
      </div>
    );
  }
  ```

  ```vue Vue theme={"theme":{"light":"catppuccin-latte","dark":"catppuccin-mocha"}}
  <script setup lang="ts">
  import { useStream } from "@langchain/vue";
  import { AIMessage, HumanMessage } from "@langchain/core/messages";

  const AGENT_URL = "http://localhost:2024";

  const stream = useStream<typeof myAgent>({
    apiUrl: AGENT_URL,
    assistantId: "simple_agent",
  });
  </script>

  <template>
    <div>
      <template v-for="msg in stream.messages.value" :key="msg.id">
        <Markdown v-if="AIMessage.isInstance(msg)">{{ msg.text }}</Markdown>
        <p v-else-if="HumanMessage.isInstance(msg)">{{ msg.text }}</p>
      </template>
    </div>
  </template>
  ```

  ```svelte Svelte theme={"theme":{"light":"catppuccin-latte","dark":"catppuccin-mocha"}}
  <script lang="ts">
    import { useStream } from "@langchain/svelte";
    import { AIMessage, HumanMessage } from "@langchain/core/messages";

    const AGENT_URL = "http://localhost:2024";

    const { messages, submit } = useStream<typeof myAgent>({
      apiUrl: AGENT_URL,
      assistantId: "simple_agent",
    });
  </script>

  <div>
    {#each $messages as msg (msg.id)}
      {#if AIMessage.isInstance(msg)}
        <Markdown content={msg.text} />
      {:else if HumanMessage.isInstance(msg)}
        <p>{msg.text}</p>
      {/if}
    {/each}
  </div>
  ```

  ```ts Angular theme={"theme":{"light":"catppuccin-latte","dark":"catppuccin-mocha"}}
  import { Component } from "@angular/core";
  import { useStream } from "@langchain/angular";

  const AGENT_URL = "http://localhost:2024";

  @Component({
    selector: "app-chat",
    template: `
      @for (msg of stream.messages(); track msg.id) {
        <app-markdown [content]="msg.text" />
      }
    `,
  })
  export class ChatComponent {
    stream = useStream<typeof myAgent>({
      apiUrl: AGENT_URL,
      assistantId: "simple_agent",
    });
  }
  ```
</CodeGroup>

## 选择 Markdown 库

每个框架都有一个自然的 Markdown 渲染选择：

| 框架      | 库                               | 输出                        | 原因                                            |
| ------- | ------------------------------- | ------------------------- | --------------------------------------------- |
| React   | `react-markdown` + `remark-gfm` | React 元素                  | 基于组件，虚拟 DOM 差异比较，无需 `dangerouslySetInnerHTML` |
| Vue     | `marked` + `dompurify`          | 通过 `v-html` 净化的 HTML      | 轻量、快速，内置 GFM                                  |
| Svelte  | `marked` + `dompurify`          | 通过 `{@html}` 净化的 HTML     | 与 Vue 相同，API 一致                               |
| Angular | `marked` + `dompurify`          | 通过 `[innerHTML]` 净化的 HTML | 与 Vue/Svelte 相同                               |

<Tip>
  React 的 `react-markdown` 将 Markdown 直接转换为 React 元素，因此不需要 HTML 净化。不涉及 `dangerouslySetInnerHTML`。对于 Vue、Svelte 和 Angular，在渲染前始终使用 `dompurify` 净化解析后的 HTML。
</Tip>

## 构建 Markdown 组件

<CodeGroup>
  ```tsx React theme={"theme":{"light":"catppuccin-latte","dark":"catppuccin-mocha"}}
  import ReactMarkdown from "react-markdown";
  import remarkGfm from "remark-gfm";

  export function Markdown({ children }: { children: string }) {
    return (
      <div className="markdown-content">
        <ReactMarkdown remarkPlugins={[remarkGfm]}>
          {children}
        </ReactMarkdown>
      </div>
    );
  }
  ```

  ```vue Vue theme={"theme":{"light":"catppuccin-latte","dark":"catppuccin-mocha"}}
  <script setup lang="ts">
  import { computed, useSlots } from "vue";
  import { marked } from "marked";
  import DOMPurify from "dompurify";

  marked.setOptions({ gfm: true, breaks: true });

  const slots = useSlots();

  const html = computed(() => {
    const slot = slots.default?.();
    const text = slot
      ?.map((vnode) =>
        typeof vnode.children === "string" ? vnode.children : ""
      )
      .join("") ?? "";
    if (!text) return "";
    return DOMPurify.sanitize(marked.parse(text) as string);
  });
  </script>

  <template>
    <div class="markdown-content" v-html="html" />
  </template>
  ```

  ```svelte Svelte theme={"theme":{"light":"catppuccin-latte","dark":"catppuccin-mocha"}}
  <script lang="ts">
    import { marked } from "marked";
    import DOMPurify from "dompurify";

    let { content }: { content: string } = $props();

    marked.setOptions({ gfm: true, breaks: true });

    let html = $derived.by(() => {
      if (!content) return "";
      return DOMPurify.sanitize(marked.parse(content) as string);
    });
  </script>

  <div class="markdown-content">
    {@html html}
  </div>
  ```

  ```ts Angular theme={"theme":{"light":"catppuccin-latte","dark":"catppuccin-mocha"}}
  import { Component, Input, computed, signal } from "@angular/core";
  import { marked } from "marked";
  import DOMPurify from "dompurify";

  marked.setOptions({ gfm: true, breaks: true });

  @Component({
    selector: "app-markdown",
    template: `<div class="markdown-content" [innerHTML]="html()"></div>`,
  })
  export class MarkdownComponent {
    @Input() set content(value: string) {
      this._content.set(value);
    }

    private _content = signal("");

    html = computed(() => {
      const text = this._content();
      if (!text) return "";
      return DOMPurify.sanitize(marked.parse(text) as string);
    });
  }
  ```
</CodeGroup>

## 净化 HTML 输出

当将解析后的 Markdown 渲染为原始 HTML（`v-html`、`{@html}`、`[innerHTML]`）时，必须净化输出以防止跨站脚本攻击（XSS）。LLM 响应可能包含任意文本，包括 Markdown 解析器可能转换为可执行 HTML 的标记。

使用 `dompurify` 来剥离危险元素：

```ts theme={"theme":{"light":"catppuccin-latte","dark":"catppuccin-mocha"}}
import DOMPurify from "dompurify";

const safeHtml = DOMPurify.sanitize(rawHtml);
```

DOMPurify 会移除 `<script>` 标签、`onclick` 属性、`javascript:` URL 以及其他 XSS 向量，同时保留安全的 Markdown 输出，如标题、列表、代码块、表格和链接。

<Note>
  React 的 `react-markdown` 不需要 `dompurify`，因为它直接生成 React 元素，不涉及原始 HTML 注入。
</Note>

## 流式传输注意事项

`useStream` 会在每个令牌到达时响应式地更新 `msg.text`。Markdown 组件在每次更新时都会重新解析。对于典型的聊天消息，这是性能良好的：

* `marked` 的解析速度约为 1 MB/s。一个 5 KB 的消息需要 \< 5ms
* `react-markdown` + remark 管道对于聊天长度的内容同样快速
* 浏览器的布局引擎能高效处理 DOM 更新

对于非常长的响应（> 50 KB），请考虑以下优化：

* **节流渲染：** 使用 `requestAnimationFrame` 以 60fps 批量更新，而不是在每个令牌到达时重新渲染
* **增量解析：** 仅解析新内容并追加到已渲染的缓冲区（高级功能，通常聊天 UI 不需要）

<Info>
  对于大多数聊天应用，每次令牌到达时重新解析完整消息的简单方法就足够了。只有在处理非常长的消息时观察到滚动卡顿或掉帧，才需要进行优化。
</Info>

## 样式化 Markdown 内容

将样式应用于 `.markdown-content` 类以控制渲染的 Markdown 的外观。以下是基本样式：

```css theme={"theme":{"light":"catppuccin-latte","dark":"catppuccin-mocha"}}
.markdown-content p {
  margin: 0.4em 0;
}

.markdown-content ul,
.markdown-content ol {
  margin: 0.4em 0;
  padding-left: 1.4em;
}

.markdown-content pre {
  overflow-x: auto;
  border-radius: 0.375rem;
  background: rgba(0, 0, 0, 0.05);
  padding: 0.5rem;
  font-size: 0.75rem;
}

.markdown-content code {
  border-radius: 0.25rem;
  background: rgba(0, 0, 0, 0.08);
  padding: 0.125rem 0.25rem;
  font-size: 0.75rem;
}

.markdown-content blockquote {
  margin: 0.4em 0;
  padding-left: 0.75em;
  border-left: 3px solid currentColor;
  opacity: 0.8;
}

.markdown-content table {
  border-collapse: collapse;
  margin: 0.4em 0;
}

.markdown-content th,
.markdown-content td {
  border: 1px solid #e5e7eb;
  padding: 0.25em 0.5em;
}
```

<Tip>
  为聊天气泡保持 Markdown 样式紧凑。聊天消息比博客文章小，因此使用比典型散文样式表更紧凑的边距和更小的字体大小。
</Tip>

## 最佳实践

* **始终净化：** 当使用 `v-html`、`{@html}` 或 `[innerHTML]` 时，始终将解析后的输出通过 `dompurify` 处理。永远不要信任来自使用 LLM 输出的 Markdown 解析器的原始 HTML。
* **启用 GFM：** GitHub 风格的 Markdown 添加了表格、删除线、任务列表和自动链接。这些功能是 LLM 常用的。
* **处理空内容：** 在解析前检查空字符串，以避免渲染空容器。
* **使用 `breaks: true`：** 启用换行符转换，以便 LLM 输出中的单个换行符渲染为 `<br>` 而不是被忽略。LLM 经常使用单个换行符进行视觉分隔。
* **为聊天上下文设计样式：** 使用紧凑的边距和适合聊天气泡的大小，而不是全宽的文章布局。
* **使用丰富内容进行测试：** 验证标题、嵌套列表、长行代码块、宽表格和块引用的渲染，以发现溢出或布局问题。

***

<div className="source-links">
  <Callout icon="edit">
    [Edit this page on GitHub](https://github.com/langchain-ai/docs/edit/main/src/i18n\zh-CN\oss\langchain\frontend\markdown-messages.mdx) or [file an issue](https://github.com/langchain-ai/docs/issues/new/choose).
  </Callout>

  <Callout icon="terminal-2">
    [Connect these docs](/use-these-docs) to Claude, VSCode, and more via MCP for real-time answers.
  </Callout>
</div>
