{"id":63709,"date":"2026-01-22T08:48:52","date_gmt":"2026-01-22T00:48:52","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/63709.html"},"modified":"2026-01-22T08:48:52","modified_gmt":"2026-01-22T00:48:52","slug":"dify%e9%95%9c%e5%83%8f%e5%af%b9arm%e6%9e%b6%e6%9e%84%e6%9c%8d%e5%8a%a1%e5%99%a8%e7%9a%84%e6%94%af%e6%8c%81%e7%8e%b0%e7%8a%b6","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/63709.html","title":{"rendered":"Dify\u955c\u50cf\u5bf9ARM\u67b6\u6784\u670d\u52a1\u5668\u7684\u652f\u6301\u73b0\u72b6"},"content":{"rendered":"

Dify\u955c\u50cf\u5bf9ARM\u67b6\u6784\u670d\u52a1\u5668\u7684\u652f\u6301\u73b0\u72b6<\/h2>\n

\u5728\u4eba\u5de5\u667a\u80fd\u5927\u6a21\u578b（LLM）\u52a0\u901f\u843d\u5730\u7684\u4eca\u5929，\u8d8a\u6765\u8d8a\u591a\u4f01\u4e1a\u5f00\u59cb\u5c1d\u8bd5\u6784\u5efa\u81ea\u5df1\u7684AI\u5e94\u7528\u2014\u2014\u4ece\u667a\u80fd\u5ba2\u670d\u5230\u77e5\u8bc6\u5e93\u95ee\u7b54\u7cfb\u7edf，\u518d\u5230\u81ea\u52a8\u5316\u5185\u5bb9\u751f\u6210\u3002\u7136\u800c，\u5e76\u975e\u6240\u6709\u56e2\u961f\u90fd\u5177\u5907\u642d\u5efa\u590d\u6742\u63a8\u7406\u73af\u5883\u7684\u80fd\u529b\u3002Dify \u8fd9\u7c7b\u4f4e\u4ee3\u7801\u3001\u53ef\u89c6\u5316 LLM \u5e94\u7528\u5f00\u53d1\u5e73\u53f0\u56e0\u6b64\u5e94\u8fd0\u800c\u751f：\u5b83\u8ba9\u5f00\u53d1\u8005\u65e0\u9700\u6df1\u5165 PyTorch \u6216 Transformers \u7ec6\u8282，\u4e5f\u80fd\u901a\u8fc7\u62d6\u62fd\u5f0f\u754c\u9762\u5b8c\u6210 RAG \u6d41\u7a0b\u8bbe\u8ba1\u548c Agent \u7f16\u6392\u3002<\/p>\n

\u4f46\u95ee\u9898\u968f\u4e4b\u800c\u6765：\u8fd9\u4e9b\u5e73\u53f0\u662f\u5426\u771f\u7684\u201c\u968f\u5904\u53ef\u7528\u201d？\u7279\u522b\u662f\u5728\u56fd\u4ea7\u5316\u66ff\u4ee3\u6d6a\u6f6e\u4e0b，\u5f53\u4f60\u7684\u670d\u52a1\u5668\u4e0d\u518d\u662f Intel \u6216 AMD \u7684 x86_64 \u67b6\u6784，\u800c\u662f\u57fa\u4e8e\u9cb2\u9e4f\u3001\u98de\u817e\u6216 AWS Graviton \u7684 ARM64 \u73af\u5883\u65f6，Dify \u80fd\u5426\u4f9d\u7136\u7a33\u5b9a\u8fd0\u884c？<\/p>\n

\u8fd9\u4e0d\u4ec5\u662f\u6280\u672f\u517c\u5bb9\u6027\u7684\u95ee\u9898，\u66f4\u5173\u4e4e\u90e8\u7f72\u6210\u672c\u3001\u8fb9\u7f18\u8ba1\u7b97\u53ef\u884c\u6027\u4ee5\u53ca\u4fe1\u521b\u5408\u89c4\u8981\u6c42\u3002\u5e78\u8fd0\u7684\u662f，\u7b54\u6848\u662f\u80af\u5b9a\u7684\u2014\u2014\u81f3\u5c11\u5728\u4e3b\u6d41\u573a\u666f\u4e2d，Dify \u5df2\u7ecf\u4e3a ARM \u67b6\u6784\u505a\u597d\u4e86\u51c6\u5907\u3002<\/p>\n

\n

Dify \u7684\u6838\u5fc3\u90e8\u7f72\u65b9\u5f0f\u662f\u5bb9\u5668\u5316\u955c\u50cf，\u5b98\u65b9\u901a\u8fc7 Docker Hub \u548c GitHub Container Registry \u53d1\u5e03\u591a\u7ec4\u4ef6\u955c\u50cf\u5305，\u5305\u62ec\u524d\u7aef dify-web\u3001\u540e\u7aef\u670d\u52a1 dify-server，\u4ee5\u53ca\u4f9d\u8d56\u7684\u6570\u636e\u5e93\u4e0e\u5411\u91cf\u5e93\u3002\u8fd9\u79cd\u8bbe\u8ba1\u672c\u8eab\u5c31\u4e3a\u8de8\u5e73\u53f0\u8fd0\u884c\u63d0\u4f9b\u4e86\u57fa\u7840\u4fdd\u969c\u3002\u771f\u6b63\u51b3\u5b9a\u80fd\u5426\u5728 ARM \u4e0a\u542f\u52a8\u7684\u5173\u952e，\u5728\u4e8e\u955c\u50cf\u662f\u5426\u5305\u542b linux\/arm64 \u67b6\u6784\u7684\u652f\u6301\u3002<\/p>\n

\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4e00\u4e2a\u7b80\u5355\u7684\u547d\u4ee4\u6765\u9a8c\u8bc1\u8fd9\u4e00\u70b9：<\/p>\n

docker buildx imagetools inspect difyai\/dify:latest<\/p>\n

\u8f93\u51fa\u7ed3\u679c\u4f1a\u5217\u51fa\u8be5\u6807\u7b7e\u5bf9\u5e94\u7684\u591a\u4e2a\u67b6\u6784 manifest\u3002\u5982\u679c\u4f60\u770b\u5230\u7c7b\u4f3c\u4e0b\u9762\u7684\u5185\u5bb9，\u5c31\u610f\u5473\u7740 ARM64 \u652f\u6301\u5df2\u7ecf\u5c31\u4f4d：<\/p>\n

{
\n "platform": {
\n "architecture": "arm64",
\n "os": "linux"
\n },
\n "digest": "sha256:def…"
\n}<\/p>\n

\u8fd9\u4e2a manifest list \u662f\u73b0\u4ee3\u591a\u67b6\u6784\u955c\u50cf\u7684\u6838\u5fc3\u673a\u5236\u3002\u5f53\u4f60\u5728 ARM \u8bbe\u5907\u4e0a\u6267\u884c docker pull difyai\/dify:latest \u65f6，Docker \u5f15\u64ce\u4f1a\u81ea\u52a8\u8bc6\u522b\u4e3b\u673a\u67b6\u6784\u5e76\u62c9\u53d6\u5bf9\u5e94\u7248\u672c\u7684\u955c\u50cf，\u6574\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u900f\u660e\u3002\u8fd9\u5c31\u662f\u6240\u8c13\u7684\u201c\u4e00\u6b21\u62c9\u53d6，\u81ea\u52a8\u9002\u914d\u201d\u3002<\/p>\n

\u5f53\u7136，\u4e3a\u4e86\u786e\u4fdd\u4e07\u65e0\u4e00\u5931，\u5c24\u5176\u662f\u5728 CI\/CD \u6d41\u6c34\u7ebf\u6216\u591a\u67b6\u6784\u6df7\u5408\u73af\u5883\u4e2d，\u5efa\u8bae\u663e\u5f0f\u6307\u5b9a\u5e73\u53f0：<\/p>\n

# docker-compose.yml \u7247\u6bb5
\nservices:
\n server:
\n image: difyai\/dify:latest
\n platform: linux\/arm64
\n ports:
\n – "5001:5001"
\n environment:
\n – DATABASE_URL=postgresql:\/\/user:pass@db:5432\/dify<\/p>\n

\u52a0\u4e0a platform: linux\/arm64 \u540e，\u5373\u4f7f\u672c\u5730\u7f13\u5b58\u4e86 amd64 \u955c\u50cf，Docker \u4e5f\u4f1a\u5f3a\u5236\u62c9\u53d6\u6b63\u786e\u7684\u7248\u672c，\u907f\u514d\u51fa\u73b0\u7ecf\u5178\u7684 exec format error \u9519\u8bef\u3002<\/p>\n

\u4e0d\u8fc7，Dify \u81ea\u8eab\u652f\u6301 ARM \u53ea\u662f\u7b2c\u4e00\u6b65\u3002\u771f\u6b63\u7684\u6311\u6218\u5f80\u5f80\u6765\u81ea\u5b83\u7684\u201c\u751f\u6001\u4f19\u4f34\u201d\u2014\u2014\u90a3\u4e9b\u7b2c\u4e09\u65b9\u4f9d\u8d56\u7ec4\u4ef6\u3002<\/p>\n

\u6bd4\u5982 PostgreSQL \u5b98\u65b9\u65e9\u5df2\u63d0\u4f9b postgres:14-alpine \u7684 arm64 \u955c\u50cf，Redis\u3001RabbitMQ\u3001Weaviate \u7b49\u4e3b\u6d41\u4e2d\u95f4\u4ef6\u4e5f\u57fa\u672c\u5b8c\u6210\u4e86\u5bf9 AArch64 \u7684\u79fb\u690d\u3002\u4f46\u4ecd\u6709\u90e8\u5206\u95ed\u6e90 SDK \u6216\u79c1\u6709\u9a71\u52a8\u53ef\u80fd\u5c1a\u672a\u53d1\u5e03 ARM \u7248\u672c；\u67d0\u4e9b\u65e7\u7248\u5411\u91cf\u6570\u636e\u5e93\u5982 Milvus \u5728\u65e9\u671f\u7248\u672c\u4e2d\u5b58\u5728\u7f16\u8bd1\u95ee\u9898，\u9700\u8981\u7279\u522b\u6ce8\u610f\u7248\u672c\u9009\u62e9\u3002<\/p>\n

\u597d\u5728 Dify \u91c7\u7528\u7684\u662f\u6a21\u5757\u5316\u67b6\u6784：\u524d\u540e\u7aef\u5206\u79bb\u3001\u670d\u52a1\u89e3\u8026\u3002\u8fd9\u610f\u5473\u7740\u4f60\u53ef\u4ee5\u5728\u8d44\u6e90\u53d7\u9650\u7684\u8fb9\u7f18\u8bbe\u5907\u4e0a\u88c1\u526a\u529f\u80fd，\u53ea\u4fdd\u7559\u6838\u5fc3\u670d\u52a1\u3002\u4f8b\u5982，\u5728\u6811\u8393\u6d3e 4B+ \u6216 NVIDIA Jetson Orin \u4e0a\u90e8\u7f72\u8f7b\u91cf\u7ea7 Dify \u5b9e\u4f8b，\u4ec5\u7528\u4e8e\u73b0\u573a\u77e5\u8bc6\u5e93\u67e5\u8be2\u6216\u672c\u5730\u8bed\u97f3\u52a9\u624b\u8bad\u7ec3，\u5b8c\u5168\u53ef\u884c\u3002<\/p>\n

ARM \u67b6\u6784\u7684\u4f18\u52bf\u6070\u6070\u4f53\u73b0\u5728\u8fd9\u7c7b\u573a\u666f\u4e2d\u3002\u4ee5 AWS Graviton3 \u4e3a\u4f8b，\u5176\u5355\u5b9e\u4f8b\u6700\u9ad8\u652f\u6301 64 \u6838\u3001\u5185\u5b58\u5e26\u5bbd\u53ef\u8fbe 200 GB\/s，\u540c\u65f6\u529f\u8017\u6bd4\u540c\u6027\u80fd x86 \u5b9e\u4f8b\u4f4e 40%-60%\u3002\u5bf9\u4e8e\u9700\u8981\u957f\u671f\u5728\u7ebf\u3001\u9ad8\u5e76\u53d1\u4f46\u5355\u6b21\u8ba1\u7b97\u8d1f\u8f7d\u4e0d\u91cd\u7684 AI \u5f00\u53d1\u5e73\u53f0\u6765\u8bf4，\u8fd9\u79cd\u201c\u9ad8\u80fd\u6548\u6bd4\u201d\u6781\u5177\u5438\u5f15\u529b\u3002<\/p>\n

\u66f4\u91cd\u8981\u7684\u662f，\u56fd\u4ea7\u82af\u7247\u751f\u6001\u6b63\u5728\u5feb\u901f\u8865\u4f4d\u3002\u534e\u4e3a\u4e91\u9cb2\u9e4f 920\u3001\u963f\u91cc\u4e91\u501a\u5929710 \u7b49 ARM \u67b6\u6784\u670d\u52a1\u5668\u5df2\u5728\u653f\u52a1\u3001\u91d1\u878d\u7b49\u884c\u4e1a\u5e7f\u6cdb\u90e8\u7f72\u3002Dify \u5bf9 ARM \u7684\u652f\u6301，\u5b9e\u9645\u4e0a\u4e5f\u4e3a\u4fe1\u521b\u66ff\u4ee3\u94fa\u5e73\u4e86\u9053\u8def\u2014\u2014\u4f01\u4e1a\u65e0\u9700\u518d\u62c5\u5fc3\u201c\u8f6f\u4ef6\u8dd1\u4e0d\u52a8\u786c\u4ef6\u201d，\u53ef\u4ee5\u653e\u5fc3\u9009\u7528\u81ea\u4e3b\u53ef\u63a7\u7684\u6280\u672f\u6808\u3002<\/p>\n

\u4f46\u8fd9\u5e76\u4e0d\u610f\u5473\u7740\u53ef\u4ee5\u76f4\u63a5\u201c\u5f00\u7bb1\u5373\u7528\u201d\u3002\u5b9e\u9645\u90e8\u7f72\u65f6\u4ecd\u6709\u4e00\u4e9b\u5de5\u7a0b\u7ec6\u8282\u503c\u5f97\u63a8\u6572\u3002<\/p>\n

\u9996\u5148\u662f\u6027\u80fd\u8c03\u4f18\u3002\u5c3d\u7ba1 ARM \u591a\u6838\u80fd\u529b\u5f3a，\u4f46\u5355\u6838\u6027\u80fd\u901a\u5e38\u5f31\u4e8e\u9ad8\u7aef x86\u3002\u56e0\u6b64\u5efa\u8bae\u5408\u7406\u5206\u914d\u8d44\u6e90，\u907f\u514d\u8fc7\u5ea6\u8d85\u5356\u3002\u53ef\u4ee5\u901a\u8fc7 Prometheus + Grafana \u642d\u5efa\u76d1\u63a7\u4f53\u7cfb，\u5b9e\u65f6\u89c2\u5bdf CPU \u5229\u7528\u7387\u3001\u5185\u5b58\u5360\u7528\u548c\u5411\u91cf\u6570\u636e\u5e93\u54cd\u5e94\u5ef6\u8fdf\u3002\u5fc5\u8981\u65f6\u542f\u7528 ARM \u539f\u751f\u7f16\u8bd1\u7684 Python \u5305（\u5982 aarch64 wheel），\u63d0\u5347 FastAPI \u540e\u7aef\u5904\u7406\u6548\u7387\u3002<\/p>\n

\u5176\u6b21\u662f\u5b58\u50a8\u89c4\u5212\u3002RAG \u573a\u666f\u4e0b，\u5411\u91cf\u68c0\u7d22\u7684\u901f\u5ea6\u76f4\u63a5\u5f71\u54cd\u7528\u6237\u4f53\u9a8c\u3002\u52a1\u5fc5\u786e\u4fdd \/data \u6216 \/volumes \u6302\u8f7d\u5230\u9ad8\u6027\u80fd SSD，\u800c\u975e\u666e\u901a\u673a\u68b0\u786c\u76d8\u3002\u5982\u679c\u4f7f\u7528 EBS \u5377，\u4f18\u5148\u9009\u62e9 gp3 \u7c7b\u578b\u5e76\u5f00\u542f\u7a81\u53d1\u6027\u80fd\u6a21\u5f0f\u3002<\/p>\n

\u5b89\u5168\u65b9\u9762\u4e5f\u4e0d\u80fd\u5ffd\u89c6\u3002\u5373\u4fbf\u662f\u5728\u5185\u7f51\u90e8\u7f72，\u4e5f\u5e94\u914d\u7f6e Nginx \u53cd\u5411\u4ee3\u7406\u5e76\u542f\u7528 HTTPS \u52a0\u5bc6\u901a\u4fe1，\u9632\u6b62\u654f\u611f Prompt \u6a21\u677f\u6216\u7528\u6237\u5bf9\u8bdd\u8bb0\u5f55\u88ab\u7a83\u542c\u3002\u7ed3\u5408 Let\u2019s Encrypt \u514d\u8d39\u8bc1\u4e66，\u5373\u53ef\u5b9e\u73b0\u4f4e\u6210\u672c\u7684\u5b89\u5168\u52a0\u56fa\u3002<\/p>\n

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\u6765\u770b\u4e00\u4e2a\u5178\u578b\u7684\u5e94\u7528\u573a\u666f：\u67d0\u5236\u9020\u4f01\u4e1a\u5728\u5de5\u5382\u8f66\u95f4\u90e8\u7f72\u672c\u5730 AI \u5ba2\u670d\u7ec8\u7aef，\u7528\u4e8e\u6307\u5bfc\u5de5\u4eba\u64cd\u4f5c\u8bbe\u5907\u3001\u67e5\u8be2\u7ef4\u4fee\u624b\u518c\u3002\u7531\u4e8e\u73b0\u573a\u4f9b\u7535\u6761\u4ef6\u6709\u9650，\u65e0\u6cd5\u90e8\u7f72\u4f20\u7edf\u673a\u67b6\u5f0f\u670d\u52a1\u5668，\u4e8e\u662f\u9009\u62e9\u4e86\u642d\u8f7d\u534e\u4e3a\u9cb2\u9e4f\u82af\u7247\u7684\u5c0f\u578b\u5de5\u63a7\u673a\u3002<\/p>\n

\u4ed6\u4eec\u5728\u6b64\u8bbe\u5907\u4e0a\u5b89\u88c5 Ubuntu 22.04 ARM64 \u7248\u672c，\u8fd0\u884c Docker + docker-compose，\u52a0\u8f7d\u5b98\u65b9\u63d0\u4f9b\u7684 docker-compose.yml \u6587\u4ef6\u540e，\u7cfb\u7edf\u81ea\u52a8\u62c9\u53d6\u6240\u6709 arm64 \u517c\u5bb9\u955c\u50cf\u5e76\u6210\u529f\u542f\u52a8\u3002Web \u754c\u9762\u53ef\u901a\u8fc7\u5c40\u57df\u7f51\u8bbf\u95ee，\u5458\u5de5\u4f7f\u7528\u5e73\u677f\u7535\u8111\u5373\u53ef\u4e0e AI \u4ea4\u4e92\u3002\u77e5\u8bc6\u5e93\u6570\u636e\u5b9a\u671f\u4ece\u603b\u90e8\u540c\u6b65，\u4e14\u5168\u7a0b\u79bb\u7ebf\u8fd0\u884c，\u65e2\u4fdd\u969c\u4e86\u5b89\u5168\u6027，\u53c8\u964d\u4f4e\u4e86\u4e91\u670d\u52a1\u5f00\u652f\u3002<\/p>\n

\u6574\u4e2a\u8fc7\u7a0b\u65e0\u9700\u4e13\u4e1a\u8fd0\u7ef4\u4eba\u5458\u4ecb\u5165，\u975e\u6280\u672f\u4eba\u5458\u4e5f\u80fd\u901a\u8fc7\u53ef\u89c6\u5316\u754c\u9762\u8c03\u6574\u95ee\u7b54\u903b\u8f91\u3002\u8fd9\u5c31\u662f Dify + ARM \u67b6\u6784\u7ec4\u5408\u5e26\u6765\u7684\u771f\u6b63\u4ef7\u503c：\u628a AI \u80fd\u529b\u4e0b\u6c89\u5230\u6700\u524d\u7ebf，\u8ba9\u6bcf\u4e00\u4e2a\u89d2\u843d\u90fd\u80fd\u62e5\u6709\u667a\u80fd\u3002<\/p>\n

\u56de\u8fc7\u5934\u770b，Dify \u5bf9 ARM \u7684\u652f\u6301\u4e0d\u4ec5\u4ec5\u662f\u6280\u672f\u5c42\u9762\u7684\u9002\u914d，\u66f4\u662f\u5176\u5f00\u653e\u6027\u548c\u666e\u60e0\u7406\u5ff5\u7684\u4f53\u73b0\u3002\u5b83\u6253\u7834\u4e86\u786c\u4ef6\u58c1\u5792，\u4f7f\u5f97\u4e2d\u5c0f\u4f01\u4e1a\u751a\u81f3\u4e2a\u4eba\u5f00\u53d1\u8005，\u4e5f\u80fd\u4ee5\u6781\u4f4e\u6210\u672c\u642d\u5efa\u4e13\u5c5e AI \u5f00\u53d1\u73af\u5883\u3002\u65e0\u8bba\u662f\u4e3a\u4e86\u8282\u7701\u6bcf\u6708\u6570\u5343\u5143\u7684\u4e91\u8d26\u5355，\u8fd8\u662f\u54cd\u5e94\u56fd\u4ea7\u5316\u653f\u7b56\u8981\u6c42，\u4ea6\u6216\u662f\u63a8\u52a8 AI \u5411\u8fb9\u7f18\u5ef6\u4f38，\u8fd9\u6761\u8def\u5f84\u90fd\u5df2\u7ecf\u6e05\u6670\u53ef\u89c1\u3002<\/p>\n

\u672a\u6765，\u968f\u7740\u793e\u533a\u8fdb\u4e00\u6b65\u4f18\u5316 ARM \u5e73\u53f0\u4e0a\u7684\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5\u3001\u63d0\u4f9b\u66f4\u591a\u4e13\u7528\u955c\u50cf\u6807\u7b7e（\u5982 dify:latest-arm64）\u3001\u5b8c\u5584\u6587\u6863\u4e2d\u7684\u90e8\u7f72\u6307\u5357，Dify \u5728\u5f02\u6784\u8ba1\u7b97\u73af\u5883\u4e2d\u7684\u8868\u73b0\u5c06\u66f4\u52a0\u7a33\u5065\u3002<\/p>\n

\u4e5f\u8bb8\u5f88\u5feb\u5c31\u4f1a\u5230\u6765\u8fd9\u6837\u4e00\u4e2a\u65f6\u523b：\u65e0\u8bba\u4f60\u624b\u63e1\u7684\u662f AWS Graviton \u5b9e\u4f8b\u3001\u4e00\u5757\u6811\u8393\u6d3e，\u8fd8\u662f\u4e00\u53f0\u642d\u8f7d\u56fd\u4ea7 CPU \u7684\u4fe1\u521b\u670d\u52a1\u5668，\u53ea\u8981\u4e00\u53e5 docker-compose up，\u5c31\u80fd\u7acb\u523b\u62e5\u6709\u4e00\u4e2a\u5c5e\u4e8e\u81ea\u5df1\u7684 AI \u5e94\u7528\u5de5\u5382\u2014\u2014\u8fd9\u624d\u662f\u201c\u4eba\u4eba\u7686\u53ef\u6784\u5efa AI\u201d\u7684\u7406\u60f3\u56fe\u666f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

Dify\u955c\u50cf\u5bf9ARM\u67b6\u6784\u670d\u52a1\u5668\u7684\u652f\u6301\u73b0\u72b6
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