diff --git a/backend/main.py b/backend/main.py
index 8d91ae4..339ffe8 100644
--- a/backend/main.py
+++ b/backend/main.py
@@ -4,9 +4,11 @@ from fastapi import FastAPI, HTTPException
 from fastapi.encoders import jsonable_encoder
 from fastapi.responses import StreamingResponse
 from fastapi.middleware.cors import CORSMiddleware
+from fastapi.staticfiles import StaticFiles
 from pydantic import BaseModel
 import json
 import re
+import os
 from datetime import datetime
 
 from app.api import upload, llm, skills, users, datasources, projects, semantic
@@ -34,6 +36,11 @@ app.add_middleware(
 # Initialize database tables
 Base.metadata.create_all(bind=engine)
 
+# Mount static directory for reports
+data_dir = os.path.join(os.path.dirname(__file__), "data", "data")
+os.makedirs(data_dir, exist_ok=True)
+app.mount("/reports", StaticFiles(directory=data_dir), name="reports")
+
 app.include_router(upload.router, prefix="/api/v1")
 app.include_router(llm.router, prefix="/api/v1")
 app.include_router(skills.router, prefix="/api/v1")
diff --git a/frontend/src/components/ChatInterface.tsx b/frontend/src/components/ChatInterface.tsx
index f80b669..4bea4c0 100644
--- a/frontend/src/components/ChatInterface.tsx
+++ b/frontend/src/components/ChatInterface.tsx
@@ -2,7 +2,7 @@ import { useState, useRef, useEffect } from "react";
 import { Button } from "@/components/ui/button";
 import { Input } from "@/components/ui/input";
 import { ScrollArea } from "@/components/ui/scroll-area";
-import { User, Loader2, Sparkles, ArrowUp, ChevronDown, Paperclip, Check, X, Square, Plus, Database, Wand2, Search, Zap, LayoutGrid, CheckCircle2, Table, XCircle, Settings } from "lucide-react";
+import { User, Loader2, Sparkles, ArrowUp, ChevronDown, Paperclip, Check, X, Square, Plus, Database, Wand2, Search, Zap, LayoutGrid, CheckCircle2, Table, XCircle, Settings, ExternalLink } from "lucide-react";
 import { api } from "@/lib/api";
 import { type ChartSpec } from "@/store/visualizationStore";
 import { Popover, PopoverContent, PopoverTrigger } from "@/components/ui/popover";
@@ -50,6 +50,17 @@ const splitReportHtml = (content: string): { markdown: string; reportHtml: strin
   return { markdown, reportHtml: reportHtml || null };
 };
 
+const HTML_FILE_REGEX = /data[\\\/]data[\\\/]([a-zA-Z0-9_\-]+\.html?)/i;
+
+const extractExternalReport = (content: string): string | null => {
+  if (!content) return null;
+  const match = content.match(HTML_FILE_REGEX);
+  if (match && match[1]) {
+    return `/reports/${match[1]}`;
+  }
+  return null;
+};
+
 interface ModelConfig {
   id: string;
   name?: string;
@@ -926,6 +937,7 @@ export function ChatInterface() {
             <div className="max-w-3xl mx-auto px-4 py-8 space-y-8">
               {messages.map((msg) => {
                 const { markdown, reportHtml } = splitReportHtml(msg.content);
+                const externalReportUrl = extractExternalReport(msg.content);
                 return (
                 <div
                   key={msg.id}
@@ -993,6 +1005,19 @@ export function ChatInterface() {
                                 />
                               </div>
                             ) : null}
+                            {externalReportUrl ? (
+                              <div className="mt-4 flex">
+                                <a 
+                                  href={externalReportUrl} 
+                                  target="_blank" 
+                                  rel="noopener noreferrer"
+                                  className="inline-flex items-center gap-2 px-4 py-2 bg-blue-50 text-blue-600 hover:bg-blue-100 hover:text-blue-700 rounded-lg text-sm font-medium transition-colors"
+                                >
+                                  <ExternalLink className="h-4 w-4" />
+                                  在新标签页中打开分析报告
+                                </a>
+                              </div>
+                            ) : null}
                             {msg.viz ? (
                               <div className="mt-3 pt-3 border-t border-zinc-100">
                                 <InlineVisualizationCard viz={msg.viz} />
diff --git a/frontend/vite.config.ts b/frontend/vite.config.ts
index fb6f375..db25c4b 100644
--- a/frontend/vite.config.ts
+++ b/frontend/vite.config.ts
@@ -20,6 +20,10 @@ export default defineConfig({
         target: 'http://localhost:8000',
         changeOrigin: true,
       },
+      '/reports': {
+        target: 'http://localhost:8000',
+        changeOrigin: true,
+      },
     },
   },
 })