{"id":3647,"date":"2026-03-10T07:19:00","date_gmt":"2026-03-09T23:19:00","guid":{"rendered":"https:\/\/www.laoyulaoyu.com\/?p=3647"},"modified":"2026-03-05T19:19:28","modified_gmt":"2026-03-05T11:19:28","slug":"%e5%8d%8a%e5%b0%8f%e6%97%b6%e7%94%a8openclaw%e6%90%ad%e4%b8%80%e5%a5%97ai%e9%87%8f%e5%8c%96%e7%b3%bb%e7%bb%9f%ef%bc%9a%e5%bc%80%e6%ba%90%e4%b8%89%e4%bb%b6%e5%a5%97%e5%ae%9e%e6%b5%8b%e5%88%86%e4%ba%ab","status":"publish","type":"post","link":"https:\/\/laoyulaoyu.com\/index.php\/2026\/03\/10\/%e5%8d%8a%e5%b0%8f%e6%97%b6%e7%94%a8openclaw%e6%90%ad%e4%b8%80%e5%a5%97ai%e9%87%8f%e5%8c%96%e7%b3%bb%e7%bb%9f%ef%bc%9a%e5%bc%80%e6%ba%90%e4%b8%89%e4%bb%b6%e5%a5%97%e5%ae%9e%e6%b5%8b%e5%88%86%e4%ba%ab\/","title":{"rendered":"\u534a\u5c0f\u65f6\u7528OpenClaw\u642d\u4e00\u5957AI\u91cf\u5316\u7cfb\u7edf\uff1a\u5f00\u6e90\u4e09\u4ef6\u5957\u5b9e\u6d4b\u5206\u4eab"},"content":{"rendered":"\n

\u4f5c\u8005\uff1a\u8001\u4f59\u635e\u9c7c<\/a><\/p>\n\n\n\n

\u539f\u521b\u4e0d\u6613\uff0c\u8f6c\u8f7d\u8bf7\u6807\u660e\u51fa\u5904\u53ca\u539f\u4f5c\u8005\u3002<\/mark><\/strong><\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n
\n
\u5199\u5728\u524d\u9762\u7684\u8bdd\uff1a<\/strong>\u89c1\u8fc7\u592a\u591a\u4eba\u60f3\u7528\u91cf\u5316\uff0c\u5374\u88ab\u5404\u79cd\u590d\u6742\u7684\u4ee3\u7801\u548c\u73af\u5883\u914d\u7f6e\u529d\u9000\u3002\u65e0\u8bba\u4f60\u662f\u521a\u5f00\u59cb\u63a5\u89e6\u6570\u636e\u79d1\u5b66\u7684\u5b66\u751f\uff0c\u8fd8\u662f\u60f3\u63d0\u5347\u81ea\u5df1\u6295\u8d44\u5de5\u5177\u7bb1\u7684\u5b9e\u8df5\u8005\uff0c\u4eca\u5929\u5c31\u628a\u6211\u7528\u6700\u8fd1\u5f88\u706b\u7684OpenClaw\u5982\u4f55\u642d\u5efaAI\u91cf\u5316\u7cfb\u7edf\u7684\u8fc7\u7a0b\u5b8c\u6574<\/mark>\u5206\u4eab\u7ed9\u4f60\u3002<\/pre>\n<\/blockquote>\n\n\n\n
\u81ea\u4ece\u6709\u4e86OpenClaw\u540e\uff0c\u8bf4\u5b9e\u8bdd\uff0c\u4e2a\u4eba\u642d\u5efa\u4e00\u5957\u91cf\u5316\u7cfb\u7edf\u6ca1\u4f60\u60f3\u7684\u90a3\u4e48\u96be\u3002\u534a\u5c0f\u65f6\uff0c\u4e09\u884c\u4ee3\u7801\uff0c\u4e0d\u82b1\u94b1\u3002<\/p>\n\n\n\n
\u4e00\u3001\u5148\u8bf4\u6548\u679c\uff1a\u6211\u4e00\u6b21\u8dd1\u901a\u7684\u56de\u6d4b<\/strong><\/h2>\n\n\n\n
\u5148\u522b\u6025\u7740\u770b\u4ee3\u7801\uff0c\u54b1\u4eec\u770b\u770b\u6548\u679c\u3002<\/p>\n\n\n\n
\u7528\u8fd9\u5957\u65b9\u6848\u8dd1\u4e86\u4e00\u8d9f\u56de\u6d4b\uff0c\u6700\u7ec8\u8dd1\u51fa\u6765\u7684\u7ed3\u679c\u662f 59%<\/strong>\u3002\u5f53\u7136\uff0c\u8fd9\u662f\u56de\u6d4b\u6570\u636e\uff0c\u4e0d\u4ee3\u8868\u5b9e\u76d8\u6536\u76ca\uff0c\u4f46\u8db3\u4ee5\u8bf4\u660e\u8fd9\u5957\u5f00\u6e90\u5de5\u5177\u94fe\u7684\u6f5c\u529b\u3002<\/p>\n\n\n\n
\"\"\/<\/figure>\n\n\n\n
\u4f60\u53ef\u80fd\u8981\u95ee\u6211\u8fd9\u4e2a\u6536\u76ca\u662f\u600e\u4e48\u7b97\u7684\u3002\u8bf4\u767d\u4e86\u5c31\u662f\uff1a\u7cfb\u7edf\u57fa\u4e8e\u5386\u53f2\u6570\u636e\uff0c\u6309\u7167\u4f60\u8bbe\u5b9a\u7684\u7b56\u7565\u89c4\u5219\u6a21\u62df\u4ea4\u6613\uff0c\u6700\u540e\u7b97\u51fa\u6765\u7684\u5e74\u5316\u7ed3\u679c\u3002<\/p>\n\n\n\n
\u6838\u5fc3\u89c2\u70b9<\/strong>\uff1a\u56de\u6d4b\u6536\u76ca \u2260 \u5b9e\u76d8\u6536\u76ca\uff0c\u4f46\u56de\u6d4b\u80fd\u5e2e\u4f60\u9a8c\u8bc1\u7b56\u7565\u903b\u8f91\u662f\u5426\u9760\u8c31\u3002<\/p>\n\n\n\n
\u4e8c\u3001\u5f00\u6e90\u4e09\u4ef6\u5957\uff1a\u6570\u636e + \u6846\u67b6 + AI<\/strong><\/h2>\n\n\n\n
\u8fd9\u5957\u65b9\u6848\u7684\u7cbe\u9ad3\u5728\u4e8e\u5f00\u6e90\u4e09\u4ef6\u5957\u7684\u7ec4\u5408\u642d\u914d\u3002\u7528\u4e2a\u8868\u683c\u68b3\u7406\u6e05\u695a\uff1a<\/p>\n\n\n\n
\u7ec4\u4ef6<\/th>\u4f5c\u7528<\/th>\u5f00\u6e90\u5730\u5740<\/th><\/tr>
\u6570\u636e\u6e90<\/strong><\/td>\u9009\u80a1\u57fa\u7840\u6570\u636e\u4f9b\u7ed9<\/td>\u957f\u6865 SDK \/ AKshare<\/td><\/tr>
\u91cf\u5316\u5e73\u53f0<\/strong><\/td>\u7b56\u7565\u5f00\u53d1 & \u56de\u6d4b<\/td>microsoft\/qlib<\/td><\/tr>
AI\u56e0\u5b50\u6316\u6398<\/strong><\/td>\u81ea\u52a8\u53d1\u73b0\u6709\u6548\u56e0\u5b50<\/td>microsoft\/RD-Agent<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
\u8fd9\u4e09\u4e2a\u7ec4\u4ef6\u7684\u5173\u7cfb\u5f88\u7b80\u5355\uff1a\u6570\u636e\u662f\u539f\u6750\u6599\uff0cQlib\u662f\u52a0\u5de5\u5382\uff0cRD-Agent\u662f\u667a\u80fd\u8d28\u68c0\u5458\u3002<\/strong><\/p>\n\n\n\n
1\ufe0f\u20e3 \u6570\u636e\u6e90\uff1a\u9009\u957f\u6865\u8fd8\u662f AKshare\uff1f<\/h3>\n\n\n\n
\u6570\u636e\u662f\u91cf\u5316\u7684\u57fa\u7840\u3002\u8fd9\u5957\u65b9\u6848\u7ed9\u4e86\u4e24\u4e2a\u9009\u62e9\uff1a<\/p>\n\n\n\n
\u957f\u6865 Longport SDK<\/strong>\u5982\u679c\u4f60\u5df2\u7ecf\u6709\u957f\u6865\u8d26\u6237\uff0c\u5efa\u8bae\u76f4\u63a5\u7528\u957f\u6865\u7684\u6570\u636e\u63a5\u53e3\u3002\u6570\u636e\u8d28\u91cf\u9ad8\uff0c\u5ef6\u8fdf\u4f4e\uff0c\u9002\u5408\u505a\u6df1\u5ea6\u7814\u7a76\u3002<\/p>\n\n\n\n
\"\"\/<\/figure>\n\n\n\n
AKshare<\/strong>\u5f00\u6e90\u514d\u8d39\u7684A\u80a1\u6570\u636e\u65b9\u6848\u3002\u7279\u70b9\u662f\u5f00\u7bb1\u5373\u7528\uff0c\u4e0d\u7528\u7533\u8bf7\u8d26\u6237\uff0c\u9002\u5408\u65b0\u624b\u5148\u8dd1\u901a\u6d41\u7a0b\u3002<\/p>\n\n\n\n
\n
\u6211\u7684\u5efa\u8bae\uff1a<\/em>\u65b0\u624b\u5148\u7528AKshare\u628a\u6d41\u7a0b\u8dd1\u901a\uff0c\u719f\u6089\u4e4b\u540e\u518d\u8003\u8651\u63a5\u5165\u957f\u6865\u3002\u54b1\u4eec\u505a\u91cf\u5316\uff0c\u6838\u5fc3\u662f\u5148\u9a8c\u8bc1\u60f3\u6cd5\uff0c\u518d\u8ffd\u6c42\u6570\u636e\u8d28\u91cf\u3002<\/em><\/p>\n<\/blockquote>\n\n\n\n
2\ufe0f\u20e3 QuantLib\uff1a\u5fae\u8f6f\u5f00\u6e90\u7684\u91cf\u5316\u6846\u67b6<\/h3>\n\n\n\n
Qlib\u662f\u5fae\u8f6f\u5f00\u6e90\u7684\u91cf\u5316\u7814\u7a76\u5e73\u53f0\uff0cGitHub\u4e0a37.5k+Star\uff0c\u5f88\u591a\u673a\u6784\u90fd\u5728\u7528\u3002<\/p>\n\n\n\n
\"\"\/<\/figure>\n\n\n\n
\u5b83\u7684\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\uff1a<\/p>\n\n\n\n
\u2705 AI \u6a21\u578b\u96c6\u6210\uff1a<\/strong>\u5185\u7f6eLightGBM\u3001Transformer <\/em>\u7b49\u6a21\u578b\uff0c\u4e0d\u7528\u81ea\u5df1\u9020\u8f6e\u5b50\u3002<\/p>\n\n\n\n
\u2705 \u5168\u6d41\u7a0b\u8986\u76d6<\/strong> \uff1a\u4ece\u6570\u636e\u83b7\u53d6\u5230\u7b56\u7565\u56de\u6d4b\uff0c\u518d\u5230\u7ec4\u5408\u4f18\u5316\uff0c\u4e00\u6761\u9f99\u89e3\u51b3\u3002<\/p>\n\n\n\n
\u2705 \u5f00\u7bb1\u5373\u7528\uff1a \u5b89\u88c5\u7b80\u5355\uff0c\u6587\u6863\u9f50\u5168\uff0c\u793e\u533a\u6d3b\u8dc3\u3002<\/strong><\/p>\n\n\n\n
pip install pyqlib<\/code><\/pre>\n\n\n\n
\u4e00\u53e5\u8bdd\u5c31\u80fd\u5b89\u88c5\uff0c\u8fd9\u5c31\u662f\u5f00\u6e90\u5de5\u5177\u7684\u9b45\u529b\u3002<\/p>\n\n\n\n
\u5982\u679c\u5927\u5bb6\u9700\u8981\u6df1\u5165\u4e86\u89e3\uff0c\u53ef\u4ee5\u770b\u8fd9\u7bc7\uff1a<\/p>\n\n\n\n
AI + Qlib \u98a0\u8986\u91cf\u5316\u6295\u8d44\uff1f\u63ed\u79d8\u5fae\u8f6f\u5f00\u6e90\u5e73\u53f0\u5e26\u6765\u7684\u667a\u80fd\u4ea4\u6613\u9769\u547d<\/em><\/a><\/p>\n\n\n\n
3\ufe0f\u20e3 RD-Agent\uff1aAI\u81ea\u52a8\u6316\u56e0\u5b50<\/h3>\n\n\n\n
RD-Agent\u4e5f\u662f\u5fae\u8f6f\u5f00\u6e90\u7684 Agent \u6846\u67b6\uff0cGitHub 11.2k+Star\u3002<\/p>\n\n\n\n
\u7b80\u5355\u8bf4\uff0c\u5b83\u80fd\u5e2e\u4f60\uff1a<\/p>\n\n\n\n
\ud83d\udd0d \u81ea\u52a8\u8bfb\u53d6\u6570\u636e\uff1a<\/strong> \u8bc6\u522b\u54ea\u4e9b\u56e0\u5b50\u53ef\u80fd\u5f71\u54cd\u6536\u76ca\u3002<\/p>\n\n\n\n
\ud83e\udd16 \u81ea\u52a8\u6316\u6398\u56e0\u5b50<\/strong> \uff1a\u5c1d\u8bd5\u4e0d\u540c\u7684\u56e0\u5b50\u7ec4\u5408\uff0c\u627e\u51fa\u6709\u6548\u7684\u3002<\/p>\n\n\n\n
\ud83d\udcca \u81ea\u52a8\u751f\u6210\u4ee3\u7801<\/strong> \uff1a\u628a\u6709\u6548\u7b56\u7565\u5199\u6210\u53ef\u8fd0\u884c\u7684\u4ee3\u7801\u3002<\/p>\n\n\n\n
\u611f\u5174\u8da3\u7684\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e2a\u94fe\u63a5\u67e5\u770b\u3002<\/p>\n\n\n\n
\ud83d\udd17 GitHub: https:\/\/github.com\/microsoft\/rd-agent<\/p>\n\n\n\n
pip install rdagent<\/code><\/pre>\n\n\n\n
\u5b89\u88c5\u4e5f\u662f\u4e0a\u9762\u7684\u4e00\u884c\u547d\u4ee4\u5c31\u884c\u3002\u7528RD-Agent\u7684\u76ee\u7684\u8bf4\u767d\u4e86\uff0c\u5c31\u662f\u8ba9 AI \u5f53\u4f60\u7684\u91cf\u5316\u52a9\u624b\uff0c\u628a\u4f53\u529b\u6d3b\u5e72\u4e86\uff0c\u4f60\u4e13\u6ce8\u4e8e\u7b56\u7565\u601d\u8def\u3002<\/p>\n\n\n\n
\u4e09\u3001\u600e\u4e48\u7528\uff1f\u76f4\u63a5\u590d\u5236\u7ed9 OpenClaw<\/strong><\/h2>\n\n\n\n
\u6211\u5728OpenClaw\u4e0a\u642d\u4e86\u4e00\u5957\u6807\u51c6\u5316\u7684\u5f00\u53d1\u6d41\u7a0b\u3002OpenClaw\u7684\u5b89\u88c5\u4e5f\u53ea\u9700\u8981\u4e00\u884c\u547d\u4ee4\uff1a<\/p>\n\n\n\n
curl -fsSL https:\/\/openclaw.ai\/install.sh | bash<\/code><\/pre>\n\n\n\n
\u7f51\u4e0a\u6709\u592a\u591a\u7684\u5b89\u88c5\u8c03\u8bd5\u6559\u7a0b\uff0c\u6211\u5c31\u4e0d\u5728\u672c\u6587\u4e2d\u7d2f\u8ff0\u4e86\u3002<\/p>\n\n\n\n
\u5b89\u88c5\u597d\u540e\uff0c\u4f60\u53ea\u9700\u8981\u628a\u4e0b\u9762\u8fd9\u6bb5\u300c\u7cfb\u7edf\u63d0\u793a\u8bcd\u300d\u590d\u5236\u7ed9AI\uff0c\u5269\u4e0b\u7684\u4ea4\u7ed9\u5b83\u5c31\u884c\u3002<\/p>\n\n\n\n
\u6211\u9700\u8981\u4f60\u5e2e\u6211\u642d\u5efa\u4e00\u5957\u91cf\u5316\u9009\u80a1\u7cfb\u7edf\uff0c\u5177\u4f53\u8981\u6c42\u5982\u4e0b\uff1a\u3010\u6570\u636e\u6e90\u3011\u4f7f\u7528\u957f\u6865 Longport SDK\uff08\u6216 AKshare \u5907\u7528\uff09\u3010\u91cf\u5316\u5e73\u53f0\u3011\u57fa\u4e8e\u5fae\u8f6f\u5f00\u6e90 Qlib\u3010\u56e0\u5b50\u5206\u6790\u3011\u96c6\u6210\u5fae\u8f6f RD-Agent\u76ee\u6807\uff1a\u81ea\u52a8\u9009\u80a1 + \u751f\u6210\u4ea4\u6613\u7b56\u7565\uff0c\u5e76\u8f93\u51fa\u56de\u6d4b\u62a5\u544a\u3002<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
\u7136\u540e\u5750\u7b49 30 \u5206\u949f\u5de6\u53f3\uff0c\u8fc7\u7a0b\u4e2d\u53ef\u80fd\u6d89\u53ca\u5230\u51e0\u6b21\u4ea4\u4e92\uff0cAI\u5c31\u4f1a\u5b8c\u6210\uff1a<\/p>\n\n\n\n
1\ufe0f\u20e3 \u73af\u5883\u90e8\u7f72\uff08\u5b89\u88c5\u4f9d\u8d56\u3001\u914d\u7f6e\u8def\u5f84\uff09\uff1b<\/p>\n\n\n\n
2\ufe0f\u20e3 \u6570\u636e\u63a5\u5165\uff08\u8fde\u63a5\u6570\u636e\u6e90\uff0c\u83b7\u53d6\u5386\u53f2\u884c\u60c5\uff09\uff1b<\/p>\n\n\n\n
3\ufe0f\u20e3 \u9996\u6279\u7b56\u7565\u56de\u6d4b\uff08\u81ea\u52a8\u751f\u6210\u5e76\u6d4b\u8bd5\u591a\u4e2a\u5019\u9009\u7b56\u7565\uff09\u3002<\/p>\n\n\n\n
\"\"\/<\/figure>\n\n\n\n
\u5173\u952e\u662f<\/strong>\uff1a<\/strong>\u4f60\u4e0d\u9700\u8981\u5199\u4ee3\u7801\uff0c\u53ea\u9700\u8981\u63cf\u8ff0\u6e05\u695a\u4f60\u60f3\u8981\u4ec0\u4e48\u6837\u7684\u7b56\u7565\u903b\u8f91\u3002<\/p>\n\n\n\n
\u56db\u3001\u8fd9\u5957\u65b9\u6848\u9002\u5408\u8c01\uff1f<\/strong><\/h2>\n\n\n\n
\u54b1\u4eec\u5b9e\u8bdd\u5b9e\u8bf4\uff0c\u8fd9\u5957\u65b9\u6848\u4e0d\u662f\u4e07\u80fd\u7684\uff1a<\/p>\n\n\n\n
\u4eba\u7fa4<\/th>\u662f\u5426\u9002\u5408<\/th>\u539f\u56e0<\/th><\/tr>
\u5b8c\u5168\u4e0d\u61c2\u7f16\u7a0b<\/td>\u26a0\ufe0f \u53ef\u4ee5\u5c1d\u8bd5<\/td>\u9700\u8981\u57fa\u672c\u7684\u547d\u4ee4\u884c\u64cd\u4f5c\u80fd\u529b<\/td><\/tr>
\u6709Python\u57fa\u7840<\/td>\u2705 \u975e\u5e38\u9002\u5408<\/td>\u53ef\u4ee5\u5feb\u901f\u4e0a\u624b\uff0c\u7075\u6d3b\u5b9a\u5236<\/td><\/tr>
\u60f3\u9a8c\u8bc1\u7b56\u7565\u60f3\u6cd5<\/td>\u2705 \u5f3a\u70c8\u63a8\u8350<\/td>\u5feb\u901f\u8fed\u4ee3\uff0c\u964d\u4f4e\u8bd5\u9519\u6210\u672c<\/td><\/tr>
\u8ffd\u6c42\u9ad8\u9891\u4ea4\u6613<\/td>\u274c \u4e0d\u592a\u9002\u5408<\/td>\u5f00\u6e90\u5de5\u5177\u66f4\u504f\u5411\u7814\u7a76\u800c\u975e\u5b9e\u76d8\u4ea4\u6613<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
\u4e94\u3001\u5199\u5728\u6700\u540e<\/strong><\/h2>\n\n\n\n
\u8fd9\u5957\u65b9\u6848\u7684\u6838\u5fc3\u4ef7\u503c\u5728\u4e8eWorkflow \u7684\u9769\u65b0<\/strong>\u3002<\/p>\n\n\n\n
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\u98ce\u9669\u63d0\u793a\uff1a<\/strong>\u672c\u6587\u4ec5\u4f9b\u53c2\u8003\uff0c\u4e0d\u6784\u6210\u6295\u8d44\u5efa\u8bae\u3002\u6295\u8d44\u6709\u98ce\u9669\uff0c\u5165\u5e02\u9700\u8c28\u614e\u3002<\/pre>\n\n\n\n
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