diff --git a/Dockerfile b/Dockerfile
index c343476b..bd19b514 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -36,6 +36,12 @@ RUN poetry install --no-root
 
 # 从构建阶段复制虚拟环境和前端构建产物
 COPY --from=frontend-builder /app/ZhiKongTaiWeb/dist /app/manager/static/webui
+
+# 下载模型文件（断点续传 + 自动重试）
+RUN mkdir -p /app/model/SenseVoiceSmall && \
+    wget -O /app/model/SenseVoiceSmall/model.pt -c --tries=5 --waitretry=5 \
+    https://modelscope.cn/models/iic/SenseVoiceSmall/resolve/master/model.pt
+
 # 设置虚拟环境路径
 ENV PATH="/app/.venv/bin:$PATH"
 
diff --git a/ZhiKongTaiWeb/package.json b/ZhiKongTaiWeb/package.json
index 7b208585..bf87ab9a 100644
--- a/ZhiKongTaiWeb/package.json
+++ b/ZhiKongTaiWeb/package.json
@@ -4,7 +4,9 @@
   "version": "0.0.0",
   "type": "module",
   "scripts": {
-    "dev": "vite",
+    "dev": "concurrently -n 'Frontend,Backend' -c 'blue,green' 'yarn run dev:ui' 'npm run dev:api'",
+    "dev:ui": "vite",
+    "dev:api": "cd .. && poetry run python manager/http_server.py",
     "build": "vite build",
     "preview": "vite preview"
   },
@@ -15,6 +17,7 @@
   },
   "devDependencies": {
     "@vitejs/plugin-vue": "^5.1.4",
+    "concurrently": "^9.1.2",
     "vite": "^5.4.8"
   }
 }
diff --git a/ZhiKongTaiWeb/yarn.lock b/ZhiKongTaiWeb/yarn.lock
index 32182378..969c139e 100644
--- a/ZhiKongTaiWeb/yarn.lock
+++ b/ZhiKongTaiWeb/yarn.lock
@@ -337,6 +337,18 @@
   resolved "https://registry.npmmirror.com/@vue/shared/-/shared-3.5.13.tgz#87b309a6379c22b926e696893237826f64339b6f"
   integrity sha512-/hnE/qP5ZoGpol0a5mDi45bOd7t3tjYJBjsgCsivow7D48cJeV5l05RD82lPqi7gRiphZM37rnhW1l6ZoCNNnQ==
 
+ansi-regex@^5.0.1:
+  version "5.0.1"
+  resolved "https://registry.npmmirror.com/ansi-regex/-/ansi-regex-5.0.1.tgz#082cb2c89c9fe8659a311a53bd6a4dc5301db304"
+  integrity sha512-quJQXlTSUGL2LH9SUXo8VwsY4soanhgo6LNSm84E1LBcE8s3O0wpdiRzyR9z/ZZJMlMWv37qOOb9pdJlMUEKFQ==
+
+ansi-styles@^4.0.0, ansi-styles@^4.1.0:
+  version "4.3.0"
+  resolved "https://registry.npmmirror.com/ansi-styles/-/ansi-styles-4.3.0.tgz#edd803628ae71c04c85ae7a0906edad34b648937"
+  integrity sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg==
+  dependencies:
+    color-convert "^2.0.1"
+
 asynckit@^0.4.0:
   version "0.4.0"
   resolved "https://registry.npmmirror.com/asynckit/-/asynckit-0.4.0.tgz#c79ed97f7f34cb8f2ba1bc9790bcc366474b4b79"
@@ -359,6 +371,35 @@ call-bind-apply-helpers@^1.0.1:
     es-errors "^1.3.0"
     function-bind "^1.1.2"
 
+chalk@^4.1.2:
+  version "4.1.2"
+  resolved "https://registry.npmmirror.com/chalk/-/chalk-4.1.2.tgz#aac4e2b7734a740867aeb16bf02aad556a1e7a01"
+  integrity sha512-oKnbhFyRIXpUuez8iBMmyEa4nbj4IOQyuhc/wy9kY7/WVPcwIO9VA668Pu8RkO7+0G76SLROeyw9CpQ061i4mA==
+  dependencies:
+    ansi-styles "^4.1.0"
+    supports-color "^7.1.0"
+
+cliui@^8.0.1:
+  version "8.0.1"
+  resolved "https://registry.npmmirror.com/cliui/-/cliui-8.0.1.tgz#0c04b075db02cbfe60dc8e6cf2f5486b1a3608aa"
+  integrity sha512-BSeNnyus75C4//NQ9gQt1/csTXyo/8Sb+afLAkzAptFuMsod9HFokGNudZpi/oQV73hnVK+sR+5PVRMd+Dr7YQ==
+  dependencies:
+    string-width "^4.2.0"
+    strip-ansi "^6.0.1"
+    wrap-ansi "^7.0.0"
+
+color-convert@^2.0.1:
+  version "2.0.1"
+  resolved "https://registry.npmmirror.com/color-convert/-/color-convert-2.0.1.tgz#72d3a68d598c9bdb3af2ad1e84f21d896abd4de3"
+  integrity sha512-RRECPsj7iu/xb5oKYcsFHSppFNnsj/52OVTRKb4zP5onXwVF3zVmmToNcOfGC+CRDpfK/U584fMg38ZHCaElKQ==
+  dependencies:
+    color-name "~1.1.4"
+
+color-name@~1.1.4:
+  version "1.1.4"
+  resolved "https://registry.npmmirror.com/color-name/-/color-name-1.1.4.tgz#c2a09a87acbde69543de6f63fa3995c826c536a2"
+  integrity sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA==
+
 combined-stream@^1.0.8:
   version "1.0.8"
   resolved "https://registry.npmmirror.com/combined-stream/-/combined-stream-1.0.8.tgz#c3d45a8b34fd730631a110a8a2520682b31d5a7f"
@@ -366,6 +407,19 @@ combined-stream@^1.0.8:
   dependencies:
     delayed-stream "~1.0.0"
 
+concurrently@^9.1.2:
+  version "9.1.2"
+  resolved "https://registry.npmmirror.com/concurrently/-/concurrently-9.1.2.tgz#22d9109296961eaee773e12bfb1ce9a66bc9836c"
+  integrity sha512-H9MWcoPsYddwbOGM6difjVwVZHl63nwMEwDJG/L7VGtuaJhb12h2caPG2tVPWs7emuYix252iGfqOyrz1GczTQ==
+  dependencies:
+    chalk "^4.1.2"
+    lodash "^4.17.21"
+    rxjs "^7.8.1"
+    shell-quote "^1.8.1"
+    supports-color "^8.1.1"
+    tree-kill "^1.2.2"
+    yargs "^17.7.2"
+
 csstype@^3.1.3:
   version "3.1.3"
   resolved "https://registry.npmmirror.com/csstype/-/csstype-3.1.3.tgz#d80ff294d114fb0e6ac500fbf85b60137d7eff81"
@@ -385,6 +439,11 @@ dunder-proto@^1.0.1:
     es-errors "^1.3.0"
     gopd "^1.2.0"
 
+emoji-regex@^8.0.0:
+  version "8.0.0"
+  resolved "https://registry.npmmirror.com/emoji-regex/-/emoji-regex-8.0.0.tgz#e818fd69ce5ccfcb404594f842963bf53164cc37"
+  integrity sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A==
+
 entities@^4.5.0:
   version "4.5.0"
   resolved "https://registry.npmmirror.com/entities/-/entities-4.5.0.tgz#5d268ea5e7113ec74c4d033b79ea5a35a488fb48"
@@ -446,6 +505,11 @@ esbuild@^0.21.3:
     "@esbuild/win32-ia32" "0.21.5"
     "@esbuild/win32-x64" "0.21.5"
 
+escalade@^3.1.1:
+  version "3.2.0"
+  resolved "https://registry.npmmirror.com/escalade/-/escalade-3.2.0.tgz#011a3f69856ba189dffa7dc8fcce99d2a87903e5"
+  integrity sha512-WUj2qlxaQtO4g6Pq5c29GTcWGDyd8itL8zTlipgECz3JesAiiOKotd8JU6otB3PACgG6xkJUyVhboMS+bje/jA==
+
 estree-walker@^2.0.2:
   version "2.0.2"
   resolved "https://registry.npmmirror.com/estree-walker/-/estree-walker-2.0.2.tgz#52f010178c2a4c117a7757cfe942adb7d2da4cac"
@@ -476,6 +540,11 @@ function-bind@^1.1.2:
   resolved "https://registry.npmmirror.com/function-bind/-/function-bind-1.1.2.tgz#2c02d864d97f3ea6c8830c464cbd11ab6eab7a1c"
   integrity sha512-7XHNxH7qX9xG5mIwxkhumTox/MIRNcOgDrxWsMt2pAr23WHp6MrRlN7FBSFpCpr+oVO0F744iUgR82nJMfG2SA==
 
+get-caller-file@^2.0.5:
+  version "2.0.5"
+  resolved "https://registry.npmmirror.com/get-caller-file/-/get-caller-file-2.0.5.tgz#4f94412a82db32f36e3b0b9741f8a97feb031f7e"
+  integrity sha512-DyFP3BM/3YHTQOCUL/w0OZHR0lpKeGrxotcHWcqNEdnltqFwXVfhEBQ94eIo34AfQpo0rGki4cyIiftY06h2Fg==
+
 get-intrinsic@^1.2.6:
   version "1.2.7"
   resolved "https://registry.npmmirror.com/get-intrinsic/-/get-intrinsic-1.2.7.tgz#dcfcb33d3272e15f445d15124bc0a216189b9044"
@@ -505,6 +574,11 @@ gopd@^1.2.0:
   resolved "https://registry.npmmirror.com/gopd/-/gopd-1.2.0.tgz#89f56b8217bdbc8802bd299df6d7f1081d7e51a1"
   integrity sha512-ZUKRh6/kUFoAiTAtTYPZJ3hw9wNxx+BIBOijnlG9PnrJsCcSjs1wyyD6vJpaYtgnzDrKYRSqf3OO6Rfa93xsRg==
 
+has-flag@^4.0.0:
+  version "4.0.0"
+  resolved "https://registry.npmmirror.com/has-flag/-/has-flag-4.0.0.tgz#944771fd9c81c81265c4d6941860da06bb59479b"
+  integrity sha512-EykJT/Q1KjTWctppgIAgfSO0tKVuZUjhgMr17kqTumMl6Afv3EISleU7qZUzoXDFTAHTDC4NOoG/ZxU3EvlMPQ==
+
 has-symbols@^1.0.3, has-symbols@^1.1.0:
   version "1.1.0"
   resolved "https://registry.npmmirror.com/has-symbols/-/has-symbols-1.1.0.tgz#fc9c6a783a084951d0b971fe1018de813707a338"
@@ -524,6 +598,16 @@ hasown@^2.0.2:
   dependencies:
     function-bind "^1.1.2"
 
+is-fullwidth-code-point@^3.0.0:
+  version "3.0.0"
+  resolved "https://registry.npmmirror.com/is-fullwidth-code-point/-/is-fullwidth-code-point-3.0.0.tgz#f116f8064fe90b3f7844a38997c0b75051269f1d"
+  integrity sha512-zymm5+u+sCsSWyD9qNaejV3DFvhCKclKdizYaJUuHA83RLjb7nSuGnddCHGv0hk+KY7BMAlsWeK4Ueg6EV6XQg==
+
+lodash@^4.17.21:
+  version "4.17.21"
+  resolved "https://registry.npmmirror.com/lodash/-/lodash-4.17.21.tgz#679591c564c3bffaae8454cf0b3df370c3d6911c"
+  integrity sha512-v2kDEe57lecTulaDIuNTPy3Ry4gLGJ6Z1O3vE1krgXZNrsQ+LFTGHVxVjcXPs17LhbZVGedAJv8XZ1tvj5FvSg==
+
 magic-string@^0.30.11:
   version "0.30.17"
   resolved "https://registry.npmmirror.com/magic-string/-/magic-string-0.30.17.tgz#450a449673d2460e5bbcfba9a61916a1714c7453"
@@ -572,6 +656,11 @@ proxy-from-env@^1.1.0:
   resolved "https://registry.npmmirror.com/proxy-from-env/-/proxy-from-env-1.1.0.tgz#e102f16ca355424865755d2c9e8ea4f24d58c3e2"
   integrity sha512-D+zkORCbA9f1tdWRK0RaCR3GPv50cMxcrz4X8k5LTSUD1Dkw47mKJEZQNunItRTkWwgtaUSo1RVFRIG9ZXiFYg==
 
+require-directory@^2.1.1:
+  version "2.1.1"
+  resolved "https://registry.npmmirror.com/require-directory/-/require-directory-2.1.1.tgz#8c64ad5fd30dab1c976e2344ffe7f792a6a6df42"
+  integrity sha512-fGxEI7+wsG9xrvdjsrlmL22OMTTiHRwAMroiEeMgq8gzoLC/PQr7RsRDSTLUg/bZAZtF+TVIkHc6/4RIKrui+Q==
+
 rollup@^4.20.0:
   version "4.34.7"
   resolved "https://registry.npmmirror.com/rollup/-/rollup-4.34.7.tgz#e00d8550688a616a3481c6446bb688d4c753ba8f"
@@ -600,11 +689,63 @@ rollup@^4.20.0:
     "@rollup/rollup-win32-x64-msvc" "4.34.7"
     fsevents "~2.3.2"
 
+rxjs@^7.8.1:
+  version "7.8.1"
+  resolved "https://registry.npmmirror.com/rxjs/-/rxjs-7.8.1.tgz#6f6f3d99ea8044291efd92e7c7fcf562c4057543"
+  integrity sha512-AA3TVj+0A2iuIoQkWEK/tqFjBq2j+6PO6Y0zJcvzLAFhEFIO3HL0vls9hWLncZbAAbK0mar7oZ4V079I/qPMxg==
+  dependencies:
+    tslib "^2.1.0"
+
+shell-quote@^1.8.1:
+  version "1.8.2"
+  resolved "https://registry.npmmirror.com/shell-quote/-/shell-quote-1.8.2.tgz#d2d83e057959d53ec261311e9e9b8f51dcb2934a"
+  integrity sha512-AzqKpGKjrj7EM6rKVQEPpB288oCfnrEIuyoT9cyF4nmGa7V8Zk6f7RRqYisX8X9m+Q7bd632aZW4ky7EhbQztA==
+
 source-map-js@^1.2.0, source-map-js@^1.2.1:
   version "1.2.1"
   resolved "https://registry.npmmirror.com/source-map-js/-/source-map-js-1.2.1.tgz#1ce5650fddd87abc099eda37dcff024c2667ae46"
   integrity sha512-UXWMKhLOwVKb728IUtQPXxfYU+usdybtUrK/8uGE8CQMvrhOpwvzDBwj0QhSL7MQc7vIsISBG8VQ8+IDQxpfQA==
 
+string-width@^4.1.0, string-width@^4.2.0, string-width@^4.2.3:
+  version "4.2.3"
+  resolved "https://registry.npmmirror.com/string-width/-/string-width-4.2.3.tgz#269c7117d27b05ad2e536830a8ec895ef9c6d010"
+  integrity sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==
+  dependencies:
+    emoji-regex "^8.0.0"
+    is-fullwidth-code-point "^3.0.0"
+    strip-ansi "^6.0.1"
+
+strip-ansi@^6.0.0, strip-ansi@^6.0.1:
+  version "6.0.1"
+  resolved "https://registry.npmmirror.com/strip-ansi/-/strip-ansi-6.0.1.tgz#9e26c63d30f53443e9489495b2105d37b67a85d9"
+  integrity sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==
+  dependencies:
+    ansi-regex "^5.0.1"
+
+supports-color@^7.1.0:
+  version "7.2.0"
+  resolved "https://registry.npmmirror.com/supports-color/-/supports-color-7.2.0.tgz#1b7dcdcb32b8138801b3e478ba6a51caa89648da"
+  integrity sha512-qpCAvRl9stuOHveKsn7HncJRvv501qIacKzQlO/+Lwxc9+0q2wLyv4Dfvt80/DPn2pqOBsJdDiogXGR9+OvwRw==
+  dependencies:
+    has-flag "^4.0.0"
+
+supports-color@^8.1.1:
+  version "8.1.1"
+  resolved "https://registry.npmmirror.com/supports-color/-/supports-color-8.1.1.tgz#cd6fc17e28500cff56c1b86c0a7fd4a54a73005c"
+  integrity sha512-MpUEN2OodtUzxvKQl72cUF7RQ5EiHsGvSsVG0ia9c5RbWGL2CI4C7EpPS8UTBIplnlzZiNuV56w+FuNxy3ty2Q==
+  dependencies:
+    has-flag "^4.0.0"
+
+tree-kill@^1.2.2:
+  version "1.2.2"
+  resolved "https://registry.npmmirror.com/tree-kill/-/tree-kill-1.2.2.tgz#4ca09a9092c88b73a7cdc5e8a01b507b0790a0cc"
+  integrity sha512-L0Orpi8qGpRG//Nd+H90vFB+3iHnue1zSSGmNOOCh1GLJ7rUKVwV2HvijphGQS2UmhUZewS9VgvxYIdgr+fG1A==
+
+tslib@^2.1.0:
+  version "2.8.1"
+  resolved "https://registry.npmmirror.com/tslib/-/tslib-2.8.1.tgz#612efe4ed235d567e8aba5f2a5fab70280ade83f"
+  integrity sha512-oJFu94HQb+KVduSUQL7wnpmqnfmLsOA/nAh6b6EH0wCEoK0/mPeXU6c3wKDV83MkOuHPRHtSXKKU99IBazS/2w==
+
 vite@^5.4.8:
   version "5.4.14"
   resolved "https://registry.npmmirror.com/vite/-/vite-5.4.14.tgz#ff8255edb02134df180dcfca1916c37a6abe8408"
@@ -633,3 +774,35 @@ vue@^3.5.10:
     "@vue/runtime-dom" "3.5.13"
     "@vue/server-renderer" "3.5.13"
     "@vue/shared" "3.5.13"
+
+wrap-ansi@^7.0.0:
+  version "7.0.0"
+  resolved "https://registry.npmmirror.com/wrap-ansi/-/wrap-ansi-7.0.0.tgz#67e145cff510a6a6984bdf1152911d69d2eb9e43"
+  integrity sha512-YVGIj2kamLSTxw6NsZjoBxfSwsn0ycdesmc4p+Q21c5zPuZ1pl+NfxVdxPtdHvmNVOQ6XSYG4AUtyt/Fi7D16Q==
+  dependencies:
+    ansi-styles "^4.0.0"
+    string-width "^4.1.0"
+    strip-ansi "^6.0.0"
+
+y18n@^5.0.5:
+  version "5.0.8"
+  resolved "https://registry.npmmirror.com/y18n/-/y18n-5.0.8.tgz#7f4934d0f7ca8c56f95314939ddcd2dd91ce1d55"
+  integrity sha512-0pfFzegeDWJHJIAmTLRP2DwHjdF5s7jo9tuztdQxAhINCdvS+3nGINqPd00AphqJR/0LhANUS6/+7SCb98YOfA==
+
+yargs-parser@^21.1.1:
+  version "21.1.1"
+  resolved "https://registry.npmmirror.com/yargs-parser/-/yargs-parser-21.1.1.tgz#9096bceebf990d21bb31fa9516e0ede294a77d35"
+  integrity sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==
+
+yargs@^17.7.2:
+  version "17.7.2"
+  resolved "https://registry.npmmirror.com/yargs/-/yargs-17.7.2.tgz#991df39aca675a192b816e1e0363f9d75d2aa269"
+  integrity sha512-7dSzzRQ++CKnNI/krKnYRV7JKKPUXMEh61soaHKg9mrWEhzFWhFnxPxGl+69cD1Ou63C13NUPCnmIcrvqCuM6w==
+  dependencies:
+    cliui "^8.0.1"
+    escalade "^3.1.1"
+    get-caller-file "^2.0.5"
+    require-directory "^2.1.1"
+    string-width "^4.2.3"
+    y18n "^5.0.5"
+    yargs-parser "^21.1.1"