{"id":72287,"date":"2026-02-05T11:33:33","date_gmt":"2026-02-05T03:33:33","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/72287.html"},"modified":"2026-02-05T11:33:33","modified_gmt":"2026-02-05T03:33:33","slug":"langflow%ef%bc%8blmstudio%e5%8d%8f%e5%90%8c%e5%90%88%e4%bd%9c%e6%8c%87%e5%8d%97%ef%bc%88%e7%ba%af%e5%b9%b2%e8%b4%a7%ef%bc%89%ef%bc%88%e8%af%a6%e7%bb%86%ef%bc%89%ef%bc%88%e4%bf%9d%e5%a7%86%e7%ba%a7","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/72287.html","title":{"rendered":"LangFlow\uff0bLMStudio\u534f\u540c\u5408\u4f5c\u6307\u5357\uff08\u7eaf\u5e72\u8d27\uff09\uff08\u8be6\u7ec6\uff09\uff08\u4fdd\u59c6\u7ea7\u6559\u7a0b\uff09"},"content":{"rendered":"

\u4e00\u00a0 \u00a0LangFlow\u7684\u4e0b\u8f7d\u4ee5\u53ca\u914d\u7f6e<\/p>\n

1.\u5b89\u88c5Python3.10<\/p>\n

https:\/\/www.python.org\/downloads\/<\/p>\n

2.\u5b89\u88c5LangFlow<\/p>\n

\u4e00\u822c\u60c5\u51b5\u4f7f\u7528pip\u5b89\u88c5Langflow，\u4f46\u6211\u8fd9\u91cc\u4e0d\u5efa\u8bae\u4f7f\u7528pip\u5b89\u88c5，\u56e0\u4e3apip\u7684\u7248\u672c\u4f1a\u5f71\u54cd\u5b89\u88c5\u7684\u4e00\u4e2a\u6210\u529f\u6027<\/p>\n

\u6240\u4ee5\u6211\u8fd9\u91cc\u63a8\u8350uv\u5b89\u88c5<\/p>\n

\u5728\u7cfb\u7edf\u547d\u4ee4\u884c\u4e2d\u6267\u884c<\/p>\n

pip install uv <\/p>\n

\u5982\u679c\u901f\u5ea6\u4e0d\u7406\u60f3\u6362\u6210<\/p>\n

pip install uv -i https:\/\/pypi.tuna.tsinghua.edu.cn\/simple
\n\u963f\u91cc\u4e91：pip install uv -i https:\/\/mirrors.aliyun.com\/pypi\/simple\/<\/p>\n

\u817e\u8baf\u4e91：pip install uv -i https:\/\/mirrors.cloud.tencent.com\/pypi\/simple <\/p>\n

\u65b0\u5efa\u4e00\u4e2a\u6587\u4ef6\u5939\u4f5c\u4e3aLangFlow\u7684\u9879\u76ee\u6587\u4ef6\u5939<\/p>\n

\u5728\u8fd9\u4e2a\u6587\u4ef6\u5939\u4e2d\u6253\u5f00powersheel(\u4e00\u5b9a\u8981\u4ee5\u7ba1\u7406\u5458\u8eab\u4efd\u6253\u5f00)<\/p>\n

1. \u521b\u5efa\u540d\u4e3a "venv" \u7684\u865a\u62df\u73af\u5883
\npython -m venv venv<\/p>\n

2. \u6fc0\u6d3b\u8fd9\u4e2a\u865a\u62df\u73af\u5883
\n.\\\\venv\\\\Scripts\\\\activate
\n# \u6fc0\u6d3b\u540e，\u547d\u4ee4\u884c\u6700\u524d\u9762\u4f1a\u51fa\u73b0 (venv) \u6807\u8bb0<\/p>\n

3. \u5728\u6fc0\u6d3b\u7684\u865a\u62df\u73af\u5883\u4e2d\u5b89\u88c5Langflow
\nuv pip install langflow <\/p>\n

\u7b49\u5f85\u8fd0\u884c\u5b8c\u6210<\/p>\n

\u8f93\u5165<\/p>\n

langflow –version <\/p>\n

\u68c0\u67e5\u662f\u5426\u5b89\u88c5\u6210\u529f<\/p>\n

\u5b89\u88c5\u6210\u529f\u4e4b\u540e<\/p>\n

langflow run –host 127.0.0.1 –port 7860 <\/p>\n

\u5728\u6d4f\u89c8\u5668\u8f93\u5165\u7f51\u5740\u4ee5\u53ca\u7aef\u53e3\u6253\u5f00\u67e5\u770b\u662f\u5426\u53ef\u4ee5\u8fd0\u884c<\/p>\n

（\u6b64\u65b9\u6cd5\u9700\u8981\u6bcf\u56de\u8fdb\u884crun\u7684\u4e00\u4e2a\u64cd\u4f5c，\u6240\u4ee5\u6211\u8fd9\u91cc\u63a8\u8350\u8fdb\u884c\u521b\u5efa\u4e00\u4e2a\u5feb\u6377\u542f\u52a8\u811a\u672c，\u5728langflow\u9879\u76ee\u6587\u4ef6\u5939\u4e2d\u521b\u5efa\u4e00\u4e2a\u6587\u672c，\u91cd\u547d\u540d\u4e3astart.bat\u00a0 \u00a0\u7136\u540e\u7f16\u8f91<\/p>\n

@echo off
\ncall .\\\\venv\\\\Scripts\\\\activate
\nlangflow run –host 127.0.0.1 –port 7860
\npause <\/p>\n

）\u4ee5\u540e\u542f\u52a8\u65f6\u76f4\u63a5\u53cc\u51fb.bat\u6587\u4ef6\u5c31\u53ef\u4ee5<\/p>\n

\u505c\u6b62\u65f6\u6309\u4e0bCtrl+C<\/p>\n

\u4e8c\u00a0 \u00a0LMStudio\u4e0b\u8f7d（\u5176\u5b9e\u6211\u66f4\u63a8\u8350\u4f7f\u7528ollama）（\u5bf9\u6a21\u578b\u611f\u5174\u8da3\u7684\u8fd8\u6709ModelScope\u53ef\u4ee5\u53bb\u4e0b\u8f7d\u6d4b\u8bd5）<\/p>\n

https:\/\/lmstudio.ai\/<\/p>\n

\u4e0b\u8f7dLMStudio<\/p>\n

\u5728\u91cc\u9762\u641c\u7d22\u6a21\u578b\u5e76\u4e0b\u8f7d，\u4e0b\u8f7d\u5b8c\u6210\u540e\u5207\u6362\u5230chat\u6807\u7b7e\u9875\u5c06\u4e0b\u8f7d\u7684\u6a21\u578b\u52a0\u8f7d<\/p>\n

\u542f\u52a8\u672c\u5730api\u670d\u52a1\u5668<\/p>\n

\u5728develop\u6807\u7b7e\u9875\u4e2dstart server<\/p>\n

\u603b\u7684\u6765\u8bf4<\/p>\n

\u603b\u4f53\u6d41\u7a0b<\/p>\n

\u4e0b\u8f7d\u5e76\u52a0\u8f7d\u6a21\u578b：<\/p>\n

\u6253\u5f00 LM Studio，\u5728 \u201cDiscover\u201d \u9875\u9762，\u641c\u7d22\u5e76\u4e0b\u8f7d\u4e00\u4e2a\u6a21\u578b（\u5982 Llama-3-8B-Instruct）\u3002<\/p>\n

\u5207\u6362\u5230 \u201cChat\u201d \u6807\u7b7e\u9875，\u4ece\u5de6\u4e0a\u89d2\u4e0b\u62c9\u83dc\u5355\u4e2d\u9009\u4e2d\u521a\u4e0b\u8f7d\u7684\u6a21\u578b，\u70b9\u51fb \u201cLoad\u201d \u5c06\u5176\u52a0\u8f7d\u5230\u5185\u5b58\u3002<\/p>\n

\u542f\u52a8\u672c\u5730\u670d\u52a1\u5668（\u6838\u5fc3\u6b65\u9aa4）：<\/p>\n

\u5207\u6362\u5230 \u201cLocal Server\u201d \u6807\u7b7e\u9875\u3002<\/p>\n

\u786e\u8ba4\u670d\u52a1\u5668\u5730\u5740\u4e3a http:\/\/localhost:1234（\u901a\u5e38\u662f\u9ed8\u8ba4\u7684）\u3002<\/p>\n

\u70b9\u51fb \u201cStart Server\u201d \u6309\u94ae\u3002<\/p>\n

\u6210\u529f\u6807\u5fd7：\u6309\u94ae\u4e0a\u65b9\u51fa\u73b0 \u201cServer is running\u201d \u7684\u7eff\u8272\u63d0\u793a\u3002<\/p>\n

（\u91cd\u8981\u9a8c\u8bc1）：<\/p>\n

\u6253\u5f00\u4f60\u7535\u8111\u4e0a\u7684\u4efb\u610f\u6d4f\u89c8\u5668（\u5982Chrome）\u3002<\/p>\n

\u5728\u5730\u5740\u680f\u8f93\u5165 http:\/\/localhost:1234\/v1\/models \u5e76\u8bbf\u95ee\u3002<\/p>\n

\u9884\u671f\u7ed3\u679c：\u9875\u9762\u5e94\u663e\u793a\u4e00\u6bb5\u5305\u542b\u6a21\u578b\u4fe1\u606f\u7684JSON\u4ee3\u7801\u3002\u8fd9\u8bc1\u660e\u4f60\u7684\u201cAI\u5f15\u64ce\u201d\u5df2\u51c6\u5907\u5c31\u7eea，\u53ef\u4ee5\u5bf9\u5916\u670d\u52a1\u3002 <\/p>\n

\u9700\u8981\u6ce8\u610f\u7684\u4e00\u70b9\u662fLMStudio\u7684\u4e0b\u8f7d\u90fd\u9ed8\u8ba4\u5728C\u76d8\u91cc\u9762，\u5305\u62ec\u5185\u5b58\u5f88\u5927\u7684\u6a21\u578b，\u56e0\u6b64\u6539\u4f4d\u7f6e\u5f88\u91cd\u8981<\/p>\n

\u5728C\u76d8\u91cc\u9762\u6709\u4e00\u4e2a.lmstudio\u7684\u6587\u4ef6，\u5c06\u6b64\u6587\u4ef6\u526a\u5207\u5230\u522b\u7684\u5185\u5b58\u5927\u7684\u76d8（\u7684\u4e00\u4e2a\u6587\u4ef6\u5939）\u4f8b\u5982E:\\\\LMData<\/p>\n

\u7136\u540e\u521b\u5efa\u7b26\u53f7\u94fe\u63a5（\u6253\u5f00cmd\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4）<\/p>\n

cd \/d C:\\\\Users\\\\\u7528\u6237\u540d
\nmklink \/J ".lmstudio" "E:\\\\LMData\\\\.lmstudio"<\/p>\n

\u6210\u529f\u6807\u5fd7：\u547d\u4ee4\u884c\u663e\u793a\u201c\u4e3a .lmstudio <<===>> E:\\\\LMData.lmstudio \u521b\u5efa\u7684\u8054\u63a5\u201d\u3002<\/p>\n

\u6700\u7ec8\u9a8c\u8bc1：\u518d\u6b21\u6253\u5f00 C:\\\\Users\\\\\u8d6b \u76ee\u5f55，\u4f60\u5e94\u8be5\u4f1a\u770b\u5230\u4e00\u4e2a\u5e26\u5feb\u6377\u65b9\u5f0f\u5c0f\u7bad\u5934\u7684 .lmstudio \u56fe\u6807\u3002\u53cc\u51fb\u5b83\u80fd\u6b63\u5e38\u8df3\u8f6c\u5e76\u663e\u793aE\u76d8\u7684\u5185\u5bb9\u3002 <\/p>\n

\u4e00\u5b9a\u8981\u4ee5\u7ba1\u7406\u5458\u8eab\u4efd\u8fdb\u884c\u4ee5\u4e0a\u64cd\u4f5c<\/p>\n

\u53e6\u5916，\u6a21\u578b\u4e0b\u8f7d\u4f4d\u7f6e\u53ef\u4ee5\u5728\u8f6f\u4ef6\u91cc\u9762\u76f4\u63a5\u66f4\u6539（\u8fd9\u91cc\u4e0d\u505a\u8bf4\u660e）\u4e00\u627e\u5c31\u53ef\u4ee5\u627e\u5230<\/p>\n

\u4e09\u00a0 \u00a0Langflow＋LMStudio\u534f\u540c\u4f7f\u7528<\/p>\n

1. \u542f\u52a8\u5f15\u64ce
\n(LM Studio)a. \u52a0\u8f7d\u6a21\u578b：\u6253\u5f00LM Studio，\u5728 Chat \u9875\u70b9\u51fb Pick a model (\u6216\u6309Ctrl+L)，\u9009\u62e9\u5e76\u52a0\u8f7d\u6a21\u578b\u3002
\nb. \u542f\u52a8\u670d\u52a1：\u5207\u6362\u5230 Local Server \u9875，\u786e\u4fdd Require Authentication \u5173\u95ed，\u70b9\u51fb Start Server\u3002\u9a8c\u8bc1\u670d\u52a1：\u5728\u6d4f\u89c8\u5668\u8bbf\u95ee：
\nhttp:\/\/localhost:1234\/v1\/models
\n\u5fc5\u987b\u770b\u5230\u8fd4\u56de\u6a21\u578b\u5217\u8868\u7684JSON\u3002
\n2. \u542f\u52a8\u63a7\u5236\u4e2d\u5fc3
\n(LangFlow)\u8fd0\u884c\u5df2\u4fee\u6539\u7684 .bat\u542f\u52a8\u6587\u4ef6，\u5176\u4e2d\u5fc5\u987b\u5305\u542b set OPENAI_API_KEY=lm-studio \u884c\u3002\u9a8c\u8bc1\u754c\u9762：\u6d4f\u89c8\u5668\u80fd\u6b63\u5e38\u6253\u5f00：
\nhttp:\/\/127.0.0.1:7860
\n3. \u6784\u5efa\u5de5\u4f5c\u6d41
\n(LangFlow\u4e2d)a. \u9009\u6a21\u677f：\u53ef\u9009\u7528 Basic Prompting \u6a21\u677f\u3002
\nb. \u914d\u7ec4\u4ef6：\u6dfb\u52a0 LM Studio \u7ec4\u4ef6，\u5173\u952e\u914d\u7f6e：
\n– Base URL: http:\/\/localhost:1234\/v1
\n– Model Name: \u586b\u5199API\u8fd4\u56de\u7684ID（\u5982meta-llama-3-8b-instruct）\u3002
\nc. \u8fde\u7ebf\u8def：\u8fde\u63a5 ChatInput \u2192 LM Studio \u2192 ChatOutput\u3002\u9a8c\u8bc1\u914d\u7f6e：Base URL\u5e26\/v1，Model Name\u4e0eAPI\u8fd4\u56de\u7684id\u5b8c\u5168\u4e00\u81f4\u3002
\n4. \u8fd0\u884c\u6d4b\u8bd5\u70b9\u51fb\u753b\u5e03\u53f3\u4e0a\u89d2\u7684 Run \u6309\u94ae，\u5728\u53f3\u4fa7\u804a\u5929\u7a97\u53d1\u9001\u6d88\u606f\u3002\u9a8c\u8bc1\u6210\u529f：\u6536\u5230\u6765\u81ea\u672c\u5730\u6a21\u578b\u7684\u6b63\u5e38\u56de\u590d\u3002
\n5. \u6b63\u786e\u5173\u95eda. \u5173LangFlow：\u5728\u5176\u547d\u4ee4\u884c\u7a97\u53e3\u6309 Ctrl+C\u3002
\nb. \u505cLM\u670d\u52a1：\u5728LM Studio\u7684 Local Server \u9875\u70b9\u51fb Stop Server\u3002
\nc. \u5378\u8f7d\u6a21\u578b：\u5728 Chat \u9875\u627e\u5230\u6a21\u578b\u63a7\u5236\u533a，\u70b9\u51fb Unload \u91ca\u653e\u5185\u5b58\u3002
\nd. \u9000\u8f6f\u4ef6：\u9000\u51faLM Studio\u3002\u9a8c\u8bc1\u91ca\u653e：\u4efb\u52a1\u7ba1\u7406\u5668\u4e2d\u65e0\u76f8\u5173\u8fdb\u7a0b\u5360\u7528，\u7aef\u53e3\u7a7a\u95f2\u3002 <\/p>\n

\u6ce8\u610f：1.\u53ef\u80fd\u4f1a\u9047\u5230apiKey\u7684\u4e00\u4e2a\u62a5\u9519，\u5f53\u9047\u5230\u8fd9\u4e2a\u62a5\u9519\u7684\u65f6\u5019，\u5728\u4e4b\u524d\u521b\u5efa\u7684.bat\u6587\u4ef6\u4e2d\u6dfb\u52a0<\/p>\n

set OPENAI_API_KEY=lm-studio <\/p>\n

\u5c31\u53ef\u4ee5<\/p>\n

2.LMStudio\u4e2dunload\u91ca\u653e\u6a21\u578b\u5185\u5b58<\/p>\n

\"\"<\/p>\n

\u70b9\u51fb\u7ea2\u8272\u5708\u7684\u56fe\u8868\u5373\u53ef\u91ca\u653e\u5185\u5b58<\/p>\n","protected":false},"excerpt":{"rendered":"

\u4e00\u00a0 \u00a0LangFlow\u7684\u4e0b\u8f7d\u4ee5\u53ca\u914d\u7f6e
\n1.\u5b89\u88c5Python3.10
\nhttps:\/\/www.python.org\/downloads\/
\n2.\u5b89\u88c5LangFlow
\n\u4e00\u822c\u60c5\u51b5\u4f7f\u7528pip\u5b89\u88c5Langflow，\u4f46\u6211\u8fd9\u91cc\u4e0d\u5efa\u8bae\u4f7f\u7528pip\u5b89\u88c5，\u56e0\u4e3apip\u7684\u7248\u672c\u4f1a\u5f71\u54cd\u5b89\u88c5\u7684\u4e00\u4e2a\u6210\u529f\u6027
\n\u6240\u4ee5\u6211\u8fd9\u91cc\u63a8\u8350uv\u5b89\u88c5
\n\u5728\u7cfb\u7edf\u547d\u4ee4\u884c\u4e2d\u6267\u884c
\npip install uv
\n\u5982\u679c\u901f\u5ea6\u4e0d\u7406\u60f3\u6362\u6210
\npip install uv -i https:\/\/pypi.tu<\/p>\n","protected":false},"author":2,"featured_media":72286,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[66],"topic":[],"class_list":["post-72287","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-ai"],"yoast_head":"\nLangFlow\uff0bLMStudio\u534f\u540c\u5408\u4f5c\u6307\u5357\uff08\u7eaf\u5e72\u8d27\uff09\uff08\u8be6\u7ec6\uff09\uff08\u4fdd\u59c6\u7ea7\u6559\u7a0b\uff09 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/72287.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"LangFlow\uff0bLMStudio\u534f\u540c\u5408\u4f5c\u6307\u5357\uff08\u7eaf\u5e72\u8d27\uff09\uff08\u8be6\u7ec6\uff09\uff08\u4fdd\u59c6\u7ea7\u6559\u7a0b\uff09 - 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