{"id":97,"date":"2026-06-02T02:53:07","date_gmt":"2026-06-02T02:53:07","guid":{"rendered":"https:\/\/blog.joezhou.top\/openclaw-ai\/"},"modified":"2026-06-02T02:53:07","modified_gmt":"2026-06-02T02:53:07","slug":"openclaw-ai","status":"publish","type":"post","link":"https:\/\/www.joezhou.top\/?p=97","title":{"rendered":"OpenClaw \u5f00\u6e90\u9879\u76ee\u89e3\u6790\uff1a\u6784\u5efa\u8f7b\u91cf\u7ea7 AI \u670d\u52a1\u7f51\u5173"},"content":{"rendered":"

\u5f15\u8a00<\/h2>\n

OpenClaw\uff08\u5c0f\u9f99\u867e\uff09\u662f\u4e00\u4e2a\u81f4\u529b\u4e8e\u964d\u4f4e AI \u670d\u52a1\u63a5\u5165\u95e8\u69db\u7684\u5f00\u6e90\u9879\u76ee\u3002\u5f53\u524d AI \u670d\u52a1\u9762\u4e34\u4e25\u91cd\u7684\u788e\u7247\u5316\u95ee\u9898\uff1a\u4e0d\u540c\u670d\u52a1\u5546\u7684 API \u683c\u5f0f\u3001\u8ba4\u8bc1\u65b9\u5f0f\u548c\u8ba1\u8d39\u903b\u8f91\u5404\u4e0d\u76f8\u540c\u3002OpenClaw \u901a\u8fc7\u7edf\u4e00\u7f51\u5173\u67b6\u6784\u63d0\u4f9b\u8f7b\u91cf\u7ea7\u3001\u53ef\u6269\u5c55\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u8ba9\u5f00\u53d1\u8005\u901a\u8fc7\u7edf\u4e00\u63a5\u53e3\u8c03\u7528\u4e0d\u540c AI \u670d\u52a1\u3002<\/p>\n\n\n\n\n\n\n\n\n
\u670d\u52a1\u5546<\/th>\nAPI \u683c\u5f0f<\/th>\n\u8ba4\u8bc1\u65b9\u5f0f<\/th>\n\u8ba1\u8d39\u6a21\u5f0f<\/th>\n<\/tr>\n<\/thead>\n
OpenAI<\/td>\nChat Completions<\/td>\nAPI Key<\/td>\n\u6309 Token<\/td>\n<\/tr>\n
Anthropic<\/td>\nMessages API<\/td>\nAPI Key<\/td>\n\u6309 Token<\/td>\n<\/tr>\n
Azure OpenAI<\/td>\nREST+SDK<\/td>\nAzure AD<\/td>\n\u8d44\u6e90\u9884\u7559<\/td>\n<\/tr>\n
LocalAI<\/td>\nOpenAI \u517c\u5bb9<\/td>\n\u53ef\u9009<\/td>\n\u672c\u5730\u8d44\u6e90<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u4e00\u3001\u6838\u5fc3\u67b6\u6784<\/h2>\n

\u7cfb\u7edf\u5206\u4e3a\u56db\u5c42\uff1a\u63a5\u5165\u5c42\u7edf\u4e00\u66b4\u9732 API \u7aef\u70b9\uff0c\u91c7\u7528\u65e0\u72b6\u6001\u8bbe\u8ba1\u53ef\u6c34\u5e73\u6269\u5c55\uff1b\u8def\u7531\u5c42\u6839\u636e\u6a21\u578b\u540d\u79f0\u3001\u670d\u52a1\u5546\u548c\u7528\u6237\u7ea7\u522b\u5206\u53d1\u8bf7\u6c42\uff0c\u652f\u6301\u6743\u91cd\u5206\u914d\u3001\u6545\u969c\u5207\u6362\u548c\u7070\u5ea6\u53d1\u5e03\uff1b\u9002\u914d\u5c42\u5c06\u7edf\u4e00\u683c\u5f0f\u8f6c\u4e3a\u5404\u670d\u52a1\u5546\u539f\u751f API\uff0c\u65b0\u589e\u670d\u52a1\u53ea\u9700\u5f00\u53d1\u9002\u914d\u5668\uff1b\u5b58\u50a8\u5c42\u7ba1\u7406\u914d\u7f6e\u3001\u7528\u91cf\u7edf\u8ba1\u548c\u5ba1\u8ba1\u65e5\u5fd7\uff0c\u652f\u6301 SQLite \u548c PostgreSQL\u3002<\/p>\n

\u8def\u7531\u7b56\u7565\u662f OpenClaw \u7684\u6838\u5fc3\u80fd\u529b\u4e4b\u4e00\u3002\u7ba1\u7406\u5458\u53ef\u4ee5\u9488\u5bf9\u4e0d\u540c\u7684\u4f7f\u7528\u573a\u666f\u914d\u7f6e\u7075\u6d3b\u7684\u8def\u7531\u89c4\u5219\uff1a\u6bd4\u5982\u5c06 80% \u7684\u6d41\u91cf\u5206\u914d\u7ed9 GPT-4\uff0c20% \u5206\u914d\u7ed9\u672c\u5730\u90e8\u7f72\u7684\u5f00\u6e90\u6a21\u578b\u4f5c\u4e3a\u515c\u5e95\u548c\u964d\u7ea7\u65b9\u6848\u3002\u5f53\u67d0\u4e2a\u540e\u7aef\u670d\u52a1\u51fa\u73b0\u6545\u969c\u6216\u54cd\u5e94\u8d85\u65f6\u65f6\uff0c\u8def\u7531\u5c42\u81ea\u52a8\u5c06\u8bf7\u6c42\u5207\u6362\u5230\u5907\u7528\u8282\u70b9\uff0c\u786e\u4fdd\u670d\u52a1\u4e0d\u4e2d\u65ad\u3002\u89c4\u5219\u652f\u6301\u70ed\u52a0\u8f7d\u4fee\u6539\uff0c\u65e0\u9700\u91cd\u542f\u7f51\u5173\u8fdb\u7a0b\u3002<\/p>\n

\u4e8c\u3001\u5173\u952e\u7279\u6027<\/h2>\n

\u7edf\u4e00 Token \u7ba1\u7406\u2014\u2014\u7ba1\u7406\u5458\u53ef\u4e3a\u4e0d\u540c\u7528\u6237\u6216\u5e94\u7528\u521b\u5efa\u72ec\u7acb API Key\uff0c\u8bbe\u5b9a\u4f7f\u7528\u914d\u989d\u548c\u901f\u7387\u9650\u5236\u3002\u8bf7\u6c42\u4e0e\u8bed\u4e49\u7f13\u5b58\u2014\u2014\u901a\u8fc7\u5d4c\u5165\u5411\u91cf\u5b9e\u73b0\u8bed\u4e49\u7ea7\u522b\u7f13\u5b58\u547d\u4e2d\uff0c\u5927\u5e45\u964d\u4f4e API \u8c03\u7528\u6210\u672c\u3002\u5185\u5bb9\u5b89\u5168\u8fc7\u6ee4\u2014\u2014\u53ef\u5728\u8bf7\u6c42\u524d\u540e\u63d2\u5165\u81ea\u5b9a\u4e49\u5b89\u5168\u68c0\u67e5\u63d2\u4ef6\u3002<\/p>\n

\u5728\u5b9e\u9645\u90e8\u7f72\u4e2d\uff0cOpenClaw \u7684\u8bed\u4e49\u7f13\u5b58\u529f\u80fd\u53ef\u4ee5\u663e\u8457\u964d\u4f4e\u4f01\u4e1a\u4f7f\u7528 AI API \u7684\u6210\u672c\u3002\u5bf9\u4e8e\u4f01\u4e1a\u5185\u90e8\u77e5\u8bc6\u5e93\u67e5\u8be2\u573a\u666f\uff0c\u5927\u91cf\u7528\u6237\u63d0\u51fa\u7684\u95ee\u9898\u5728\u8bed\u4e49\u4e0a\u975e\u5e38\u76f8\u4f3c\u3002\u901a\u8fc7\u5c06\u4e4b\u524d\u95ee\u9898\u7684\u7b54\u6848\u7f13\u5b58\u8d77\u6765\uff0c\u5f53\u65b0\u95ee\u9898\u7684\u5d4c\u5165\u5411\u91cf\u4e0e\u7f13\u5b58\u95ee\u9898\u9ad8\u5ea6\u5339\u914d\u65f6\uff0c\u76f4\u63a5\u8fd4\u56de\u7f13\u5b58\u7684\u7b54\u6848\u800c\u4e0d\u662f\u518d\u6b21\u8c03\u7528\u5927\u6a21\u578b API\u3002\u8fd9\u5728\u4fdd\u8bc1\u56de\u7b54\u8d28\u91cf\u7684\u540c\u65f6\u5c06\u5916\u90e8 API \u8c03\u7528\u91cf\u51cf\u5c11\u4e86 30%-50%\u3002<\/p>\n

\u4e09\u3001\u90e8\u7f72<\/h2>\n

\u63d0\u4f9b Docker \u955c\u50cf\u548c Docker Compose \u6587\u4ef6\uff0c\u4e00\u6761\u547d\u4ee4\u5373\u53ef\u542f\u52a8\u3002\u540c\u65f6\u63d0\u4f9b Helm Chart \u652f\u6301 Kubernetes \u90e8\u7f72\u3002\u914d\u7f6e\u91c7\u7528 YAML \u6587\u4ef6\uff0c\u8def\u7531\u89c4\u5219\u3001\u8ba4\u8bc1\u7b56\u7565\u3001\u65e5\u5fd7\u7ea7\u522b\u5747\u53ef\u7075\u6d3b\u8c03\u6574\u3002\u4f01\u4e1a\u5185\u7f51\u90e8\u7f72\u65f6\uff0cOpenClaw \u53ef\u4f5c\u4e3a\u7edf\u4e00\u5165\u53e3\u8fde\u63a5\u591a\u4e2a AI \u670d\u52a1\uff0c\u5f53\u5916\u90e8\u670d\u52a1\u6545\u969c\u65f6\u81ea\u52a8\u5207\u6362\u786e\u4fdd\u8fde\u7eed\u6027\u3002<\/p>\n

\u793e\u533a\u901a\u8fc7 GitHub \u63d0\u4ea4 Issues \u548c Pull Requests \u53c2\u4e0e\u8d21\u732e\u3002\u53c2\u4e0e\u5f00\u6e90\u9879\u76ee\u662f\u5b66\u4e60\u5927\u6a21\u578b\u6280\u672f\u7ec6\u8282\u7684\u6709\u6548\u9014\u5f84\u2014\u2014\u901a\u8fc7\u9605\u8bfb\u6e90\u4ee3\u7801\u7406\u89e3 AI \u7f51\u5173\u8bbe\u8ba1\u601d\u8def\uff0c\u901a\u8fc7\u63d0\u4ea4 PR \u83b7\u5f97\u793e\u533a\u53cd\u9988\u3002<\/p>\n

AI \u670d\u52a1\u7f51\u5173\u5728\u4f01\u4e1a\u7684 AI \u80fd\u529b\u5efa\u8bbe\u4e2d\u626e\u6f14\u7740\u8d8a\u6765\u8d8a\u91cd\u8981\u7684\u89d2\u8272\u3002\u968f\u7740\u4f01\u4e1a\u5185\u90e8\u4f7f\u7528\u7684 AI \u6a21\u578b\u548c\u670d\u52a1\u8d8a\u6765\u8d8a\u591a\uff0c\u4e00\u4e2a\u7edf\u4e00\u7684\u7f51\u5173\u5c42\u4e0d\u4ec5\u53ef\u4ee5\u7b80\u5316\u5ba2\u6237\u7aef\u7684\u96c6\u6210\u5de5\u4f5c\uff0c\u66f4\u53ef\u4ee5\u63d0\u4f9b\u96c6\u4e2d\u5316\u7684\u7ba1\u7406\u3001\u76d1\u63a7\u548c\u5b89\u5168\u63a7\u5236\u80fd\u529b\u3002\u4ece\u67b6\u6784\u6f14\u8fdb\u7684\u89d2\u5ea6\u770b\uff0cAI \u7f51\u5173\u7c7b\u4f3c\u4e8e\u65e9\u671f\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\u7684 API \u7f51\u5173\u2014\u2014\u5b83\u89e3\u51b3\u4e86\u670d\u52a1\u53d1\u73b0\u3001\u8d1f\u8f7d\u5747\u8861\u3001\u8ba4\u8bc1\u6388\u6743\u3001\u9650\u6d41\u7194\u65ad\u7b49\u901a\u7528\u95ee\u9898\uff0c\u8ba9\u540e\u7aef\u670d\u52a1\u4e13\u6ce8\u4e8e\u4e1a\u52a1\u80fd\u529b\u7684\u63d0\u4f9b\u3002OpenClaw \u4f5c\u4e3a\u5f00\u6e90\u89e3\u51b3\u65b9\u6848\uff0c\u4e3a\u4e2d\u5c0f\u578b\u4f01\u4e1a\u548c\u4e2a\u4eba\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u4e00\u4e2a\u96f6\u6210\u672c\u8d77\u6b65\u7684\u9009\u62e9\u3002\u5982\u679c\u9700\u8981\u66f4\u4f01\u4e1a\u7ea7\u7684\u529f\u80fd\uff08\u5982\u66f4\u7ec6\u7c92\u5ea6\u7684\u6743\u9650\u63a7\u5236\u3001\u66f4\u5168\u9762\u7684\u5ba1\u8ba1\u5408\u89c4\u80fd\u529b\uff09\uff0c\u4e5f\u53ef\u4ee5\u53c2\u8003 OpenClaw \u7684\u67b6\u6784\u601d\u60f3\uff0c\u5728\u4f01\u4e1a\u5185\u90e8\u6784\u5efa\u5b9a\u5236\u5316\u7684 AI \u7f51\u5173\u3002<\/p>\n

\u5728\u5927\u89c4\u6a21\u751f\u4ea7\u90e8\u7f72\u4e2d\uff0cAI \u7f51\u5173\u7684\u9ad8\u53ef\u7528\u6027\u548c\u6027\u80fd\u4f18\u5316\u662f\u9700\u8981\u91cd\u70b9\u5173\u6ce8\u7684\u95ee\u9898\u3002\u63a5\u5165\u5c42\u53ef\u4ee5\u91c7\u7528\u591a\u526f\u672c\u90e8\u7f72\u914d\u5408\u8d1f\u8f7d\u5747\u8861\u5668\u5b9e\u73b0\u9ad8\u53ef\u7528\uff0c\u8def\u7531\u5c42\u53ef\u4ee5\u901a\u8fc7\u672c\u5730\u7f13\u5b58\u70ed\u70b9\u8def\u7531\u89c4\u5219\u964d\u4f4e\u5ef6\u8fdf\u3002\u5b58\u50a8\u5c42\u7684\u6570\u636e\u5e93\u9009\u578b\u4e5f\u76f4\u63a5\u5f71\u54cd\u6027\u80fd\u2014\u2014SQLite \u9002\u7528\u4e8e\u5355\u673a\u6216\u5c0f\u89c4\u6a21\u573a\u666f\uff0cPostgreSQL \u9002\u7528\u4e8e\u591a\u8282\u70b9\u96c6\u7fa4\u3002\u5bf9\u4e8e Token \u7528\u91cf\u7edf\u8ba1\u8fd9\u7c7b\u9ad8\u9891\u5199\u5165\u7684\u64cd\u4f5c\uff0c\u53ef\u4ee5\u8003\u8651\u5f15\u5165\u65f6\u5e8f\u6570\u636e\u5e93\u6216\u6d88\u606f\u961f\u5217\u6765\u7f13\u51b2\u548c\u5f02\u6b65\u5904\u7406\u3002\u76d1\u63a7\u548c\u544a\u8b66\u65b9\u9762\uff0cOpenClaw \u53ef\u4ee5\u4e0e Prometheus \u548c Grafana \u7b49\u5f00\u6e90\u76d1\u63a7\u7cfb\u7edf\u96c6\u6210\uff0c\u5b9e\u65f6\u91c7\u96c6\u8bf7\u6c42\u91cf\u3001\u5ef6\u8fdf\u5206\u5e03\u3001\u9519\u8bef\u7387\u548c Token \u6d88\u8017\u7b49\u6307\u6807\u3002\u5f53\u67d0\u4e2a\u540e\u7aef\u670d\u52a1\u7684\u9519\u8bef\u7387\u8d85\u8fc7\u9608\u503c\u65f6\u81ea\u52a8\u89e6\u53d1\u544a\u8b66\uff0c\u8fd0\u7ef4\u4eba\u5458\u53ef\u4ee5\u53ca\u65f6\u4ecb\u5165\u6392\u67e5\u95ee\u9898\u3002<\/p>\n

AI \u670d\u52a1\u7f51\u5173\u4f5c\u4e3a AI \u57fa\u7840\u8bbe\u65bd\u7684\u91cd\u8981\u7ec4\u6210\u90e8\u5206\uff0c\u5176\u8bbe\u8ba1\u548c\u5b9e\u73b0\u7406\u5ff5\u4e5f\u5728\u968f\u7740\u884c\u4e1a\u53d1\u5c55\u800c\u6f14\u8fdb\u3002\u672a\u6765\u7684 AI \u7f51\u5173\u53ef\u80fd\u4f1a\u96c6\u6210\u66f4\u591a\u7684\u667a\u80fd\u7279\u6027\u2014\u2014\u5982\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u7684\u667a\u80fd\u8def\u7531\u4f18\u5316\u3001\u81ea\u52a8\u5316\u7684\u6a21\u578b A\/B \u6d4b\u8bd5\u548c\u7070\u5ea6\u53d1\u5e03\u3001\u4ee5\u53ca\u8de8\u670d\u52a1\u5546\u7684\u6210\u672c\u4f18\u5316\u5f15\u64ce\u3002\u5f00\u6e90\u793e\u533a\u7684\u529b\u91cf\u5728\u8fd9\u4e00\u9886\u57df\u53d1\u6325\u7740\u4e0d\u53ef\u66ff\u4ee3\u7684\u4f5c\u7528\uff0c\u901a\u8fc7\u5f00\u653e\u534f\u4f5c\u52a0\u901f\u4e86\u6280\u672f\u7684\u8fed\u4ee3\u548c\u666e\u53ca\u3002\u5982\u679c\u4f60\u5bf9 AI \u57fa\u7840\u8bbe\u65bd\u611f\u5174\u8da3\uff0c\u53c2\u4e0e OpenClaw \u6216\u5176\u4ed6\u7c7b\u4f3c\u5f00\u6e90\u9879\u76ee\u662f\u4e00\u4e2a\u7edd\u4f73\u7684\u5b66\u4e60\u9014\u5f84\u3002<\/p>\n

OpenClaw \u4ee3\u8868\u4e86 AI \u57fa\u7840\u8bbe\u65bd\u9886\u57df\u4e2d\u5f00\u6e90\u793e\u533a\u7684\u529b\u91cf\u3002\u5728 AI \u670d\u52a1\u767e\u82b1\u9f50\u653e\u7684\u65f6\u4ee3\uff0c\u4e00\u4e2a\u7edf\u4e00\u7684\u3001\u53ef\u6269\u5c55\u7684\u7f51\u5173\u5c42\u4e0d\u4ec5\u662f\u5927\u89c4\u6a21\u90e8\u7f72\u7684\u6280\u672f\u9700\u6c42\uff0c\u4e5f\u662f\u964d\u4f4e\u7ba1\u7406\u590d\u6742\u5ea6\u3001\u63d0\u5347\u8fd0\u7ef4\u6548\u7387\u7684\u52a1\u5b9e\u9009\u62e9\u3002\u65e0\u8bba\u662f\u4e2a\u4eba\u5f00\u53d1\u8005\u8fd8\u662f\u4f01\u4e1a\u56e2\u961f\uff0c\u90fd\u53ef\u4ee5\u4ece\u8fd9\u7c7b\u9879\u76ee\u4e2d\u83b7\u5f97\u542f\u53d1\u2014\u2014\u8981\u4e48\u76f4\u63a5\u4f7f\u7528\uff0c\u8981\u4e48\u501f\u9274\u5176\u67b6\u6784\u601d\u60f3\u6784\u5efa\u5c5e\u4e8e\u81ea\u5df1\u7684 AI \u670d\u52a1\u7ba1\u7406\u5e73\u53f0\u3002\u53c2\u4e0e\u5f00\u6e90\u9879\u76ee\u7684\u8d21\u732e\u4e0d\u4ec5\u80fd\u63d0\u5347\u6280\u672f\u80fd\u529b\uff0c\u4e5f\u80fd\u4e3a\u6574\u4e2a\u793e\u533a\u751f\u6001\u7684\u5065\u5eb7\u53d1\u5c55\u8d21\u732e\u529b\u91cf\u3002<\/p>\n

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