{"id":533,"date":"2025-01-10T14:33:30","date_gmt":"2025-01-10T14:33:30","guid":{"rendered":"https:\/\/smolagents.org\/?p=533"},"modified":"2025-01-10T14:33:31","modified_gmt":"2025-01-10T14:33:31","slug":"smolagents-simplifying-ai-agent-development","status":"publish","type":"post","link":"https:\/\/smolagents.org\/zh\/smolagents-simplifying-ai-agent-development\/","title":{"rendered":"smolagents--\u7b80\u5316\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u5f00\u53d1"},"content":{"rendered":"<p>\u5728\u5feb\u901f\u53d1\u5c55\u7684\u4eba\u5de5\u667a\u80fd\u9886\u57df\uff0c\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u5df2\u6210\u4e3a\u5404\u884c\u5404\u4e1a\u5b9e\u73b0\u4efb\u52a1\u81ea\u52a8\u5316\u3001\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u548c\u63a8\u52a8\u521b\u65b0\u4e0d\u53ef\u6216\u7f3a\u7684\u4e00\u90e8\u5206\u3002\u7136\u800c\uff0c\u5f00\u53d1\u4e00\u4e2a\u5f3a\u5927\u7684\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u5f80\u5f80\u6d89\u53ca\u590d\u6742\u7684\u7f16\u7801\u3001\u9519\u7efc\u590d\u6742\u7684\u914d\u7f6e\u548c\u9661\u5ced\u7684\u5b66\u4e60\u66f2\u7ebf\u3002\u4ecb\u7ecd <strong>smolagents<\/strong>\u8fd9\u662f\u4e00\u4e2a\u7531 Hugging Face \u56e2\u961f\u5f00\u53d1\u7684\u6781\u7b80\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u6846\u67b6\uff0c\u65e8\u5728\u7b80\u5316\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u7684\u521b\u5efa\uff0c\u540c\u65f6\u5229\u7528\u5927\u578b\u8bed\u8a00\u6a21\u578b (LLM) \u7684\u5f3a\u5927\u529f\u80fd\u3002<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_71 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u5207\u6362\u76ee\u5f55\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">\u5207\u6362<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/smolagents.org\/zh\/smolagents-simplifying-ai-agent-development\/#What_is_smolagents\" title=\"\u4ec0\u4e48\u662f smolagents\uff1f\">\u4ec0\u4e48\u662f smolagents\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/smolagents.org\/zh\/smolagents-simplifying-ai-agent-development\/#Key_Features_of_smolagents\" title=\"smolagents \u7684\u4e3b\u8981\u529f\u80fd\">smolagents \u7684\u4e3b\u8981\u529f\u80fd<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/smolagents.org\/zh\/smolagents-simplifying-ai-agent-development\/#1_Simplicity_and_Ease_of_Use\" title=\"1.\u7b80\u5355\u6613\u7528\">1.\u7b80\u5355\u6613\u7528<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/smolagents.org\/zh\/smolagents-simplifying-ai-agent-development\/#2_Support_for_Code_Agents\" title=\"2.\u652f\u6301\u4ee3\u7801\u4ee3\u7406\">2.\u652f\u6301\u4ee3\u7801\u4ee3\u7406<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/smolagents.org\/zh\/smolagents-simplifying-ai-agent-development\/#3_Wide_Compatibility_with_Large_Language_Models\" title=\"3.\u4e0e\u5927\u578b\u8bed\u8a00\u6a21\u578b\u5e7f\u6cdb\u517c\u5bb9\">3.\u4e0e\u5927\u578b\u8bed\u8a00\u6a21\u578b\u5e7f\u6cdb\u517c\u5bb9<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/smolagents.org\/zh\/smolagents-simplifying-ai-agent-development\/#4_Deep_Integration_with_Hugging_Face_Hub\" title=\"4.\u4e0e &quot;\u62b1\u62b1\u8138 &quot;\u4e2d\u67a2\u6df1\u5ea6\u6574\u5408\">4.\u4e0e \"\u62b1\u62b1\u8138 \"\u4e2d\u67a2\u6df1\u5ea6\u6574\u5408<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/smolagents.org\/zh\/smolagents-simplifying-ai-agent-development\/#5_Support_for_Traditional_Tool-Calling_Agents\" title=\"5.\u652f\u6301\u4f20\u7edf\u5de5\u5177\u547c\u53eb\u4ee3\u7406\">5.\u652f\u6301\u4f20\u7edf\u5de5\u5177\u547c\u53eb\u4ee3\u7406<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/smolagents.org\/zh\/smolagents-simplifying-ai-agent-development\/#Advantages_of_Using_smolagents\" title=\"\u4f7f\u7528 smolagent \u7684\u4f18\u52bf\">\u4f7f\u7528 smolagent \u7684\u4f18\u52bf<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/smolagents.org\/zh\/smolagents-simplifying-ai-agent-development\/#Getting_Started_with_smolagents\" title=\"\u5f00\u59cb\u4f7f\u7528 smolagents\">\u5f00\u59cb\u4f7f\u7528 smolagents<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/smolagents.org\/zh\/smolagents-simplifying-ai-agent-development\/#Conclusion\" title=\"\u7ed3\u8bba\">\u7ed3\u8bba<\/a><\/li><\/ul><\/nav><\/div>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_is_smolagents\"><\/span><strong>\u4ec0\u4e48\u662f smolagents\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>smolagents<\/strong> \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u8f7b\u91cf\u7ea7\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u5e93\uff0c\u5141\u8bb8\u5f00\u53d1\u4eba\u5458\u7528\u6700\u5c11\u7684\u4ee3\u7801\u521b\u5efa\u529f\u80fd\u5f3a\u5927\u7684\u4ee3\u7406\u3002\u5b83\u7684\u6838\u5fc3\u4ee3\u7801\u5e93\u7ea6\u6709 1,000 \u884c\uff0c\u5176\u4e2d\u5305\u62ec <code>agents.py<\/code>smolagents \u51cf\u5c11\u4e86\u4e0d\u5fc5\u8981\u7684\u62bd\u8c61\u6982\u5ff5\uff0c\u4f7f\u5f00\u53d1\u8fc7\u7a0b\u7b80\u5355\u660e\u4e86\u3001\u6613\u4e8e\u4f7f\u7528\u3002smolagents \u6ce8\u91cd\u7b80\u5355\u548c\u9ad8\u6548\uff0c\u4f7f LLM \u80fd\u591f\u4e0e\u73b0\u5b9e\u4e16\u754c\u7684\u4efb\u52a1\u548c\u6570\u636e\u65e0\u7f1d\u4ea4\u4e92\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Key_Features_of_smolagents\"><\/span><strong>smolagents \u7684\u4e3b\u8981\u529f\u80fd<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Simplicity_and_Ease_of_Use\"><\/span><strong>1.\u7b80\u5355\u6613\u7528<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6781\u7b80\u8bbe\u8ba1<\/strong>:smolagents \u4f18\u5148\u8003\u8651\u7b80\u6d01\u7684\u4ee3\u7801\u5e93\uff0c\u4f7f\u5f00\u53d1\u4eba\u5458\u80fd\u591f\u7406\u89e3\u548c\u4f7f\u7528\u6846\u67b6\uff0c\u800c\u4e0d\u4f1a\u88ab\u590d\u6742\u6027\u6240\u56f0\u6270\u3002<\/li>\n\n\n\n<li><strong>\u5feb\u901f\u8bbe\u7f6e<\/strong>:\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u5b9a\u4e49\u4ee3\u7406\uff0c\u63d0\u4f9b\u6240\u9700\u7684\u5de5\u5177\uff0c\u5e76\u7acb\u5373\u8fd0\u884c\u5b83\u4eec\u3002\u65e0\u9700\u590d\u6742\u7684\u914d\u7f6e\u6216\u5927\u91cf\u7684\u6a21\u677f\u4ee3\u7801\u3002<\/li>\n\n\n\n<li><strong>\u7528\u6237\u53cb\u597d\u754c\u9762<\/strong>:\u76f4\u89c2\u7684\u8bbe\u8ba1\u786e\u4fdd\u521d\u5b66\u8005\u548c\u6709\u7ecf\u9a8c\u7684\u5f00\u53d1\u4eba\u5458\u90fd\u80fd\u6709\u6548\u5229\u7528\u8be5\u6846\u67b6\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Support_for_Code_Agents\"><\/span><strong>2.\u652f\u6301\u4ee3\u7801\u4ee3\u7406<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ee3\u7801\u4ee3\u7406\u7126\u70b9<\/strong>:\u4e0e\u4ee5 JSON \u6216\u6587\u672c\u5757\u5f62\u5f0f\u751f\u6210\u64cd\u4f5c\u7684\u4f20\u7edf\u4ee3\u7406\u4e0d\u540c\uff0csmolagents \u5f3a\u8c03\u00a0<strong>\u4ee3\u7801\u4ee3\u7406<\/strong>.\u8fd9\u4e9b\u4ee3\u7406\u5229\u7528 LLM \u751f\u6210\u548c\u89e3\u91ca\u4ee3\u7801\u7684\u80fd\u529b\uff0c\u7f16\u5199\u5e76\u6267\u884c Python \u4ee3\u7801\u7247\u6bb5\u6765\u6267\u884c\u64cd\u4f5c\u3002<\/li>\n\n\n\n<li><strong>\u63d0\u9ad8\u6548\u7387<\/strong>:\u4ee3\u7801\u4ee3\u7406\u63d0\u9ad8\u4e86\u6548\u7387\u548c\u51c6\u786e\u6027\uff0c\u51cf\u5c11\u4e86\u7ea6 30% \u7684\u6b65\u9aa4\u548c LLM \u8c03\u7528\u3002\u5b83\u4eec\u64c5\u957f\u5904\u7406\u590d\u6742\u7684\u4efb\u52a1\u548c\u57fa\u51c6\u3002<\/li>\n\n\n\n<li><strong>\u5b89\u5168\u6267\u884c<\/strong>:\u4e3a\u786e\u4fdd\u5b89\u5168\uff0csmolagents \u652f\u6301\u5728\u6c99\u7bb1\u73af\u5883\u4e2d\u6267\u884c\u4ee3\u7801\uff0c\u4f8b\u5982\u00a0<strong>E2B<\/strong>\u4e3a\u4ee3\u7801\u6267\u884c\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5b89\u5168\u3001\u9694\u79bb\u7684\u73af\u5883\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_Wide_Compatibility_with_Large_Language_Models\"><\/span><strong>3.\u4e0e\u5927\u578b\u8bed\u8a00\u6a21\u578b\u5e7f\u6cdb\u517c\u5bb9<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7075\u6d3b\u7684\u6a21\u578b\u96c6\u6210<\/strong>:smolagents \u53ef\u4e0e\u4efb\u4f55 LLM \u65e0\u7f1d\u96c6\u6210\uff0c\u5305\u62ec\u901a\u8fc7 Transformers \u6258\u7ba1\u5728 Hugging Face Hub \u4e0a\u7684\u6a21\u578b\uff0c\u4ee5\u53ca\u901a\u8fc7 LiteLLM \u96c6\u6210\u7684 OpenAI\u3001Anthropic \u7b49\u6a21\u578b\u3002<\/li>\n\n\n\n<li><strong>\u673a\u578b\u9009\u62e9<\/strong>:\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u6839\u636e\u9879\u76ee\u9700\u8981\u7075\u6d3b\u9009\u62e9\u6700\u5408\u9002\u7684 LLM\uff0c\u800c\u4e0d\u5fc5\u62c5\u5fc3\u517c\u5bb9\u6027\u95ee\u9898\u3002<\/li>\n\n\n\n<li><strong>\u9762\u5411\u672a\u6765\u7684\u8bbe\u8ba1<\/strong>:\u968f\u7740\u65b0\u673a\u578b\u7684\u51fa\u73b0\uff0csmolagent \u53ef\u4ee5\u5c06\u5176\u7eb3\u5165\u5176\u4e2d\uff0c\u786e\u4fdd\u5f00\u53d1\u4eba\u5458\u59cb\u7ec8\u80fd\u591f\u83b7\u5f97\u6700\u5148\u8fdb\u7684\u6280\u672f\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_Deep_Integration_with_Hugging_Face_Hub\"><\/span><strong>4.\u4e0e \"\u62b1\u62b1\u8138 \"\u4e2d\u67a2\u6df1\u5ea6\u6574\u5408<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5de5\u5177\u5171\u4eab<\/strong>:smolagents \u5141\u8bb8\u5f00\u53d1\u4eba\u5458\u76f4\u63a5\u4ece\u62e5\u62b1\u8138\u67a2\u7ebd\u5171\u4eab\u548c\u52a0\u8f7d\u5de5\u5177\uff0c\u4ece\u800c\u4fc3\u8fdb\u5408\u4f5c\u793e\u533a\u7684\u53d1\u5c55\u3002<\/li>\n\n\n\n<li><strong>\u751f\u6001\u7cfb\u7edf\u589e\u957f<\/strong>:\u8fd9\u79cd\u6574\u5408\u4fc3\u8fdb\u4e86 smolagents \u529f\u80fd\u548c\u5de5\u5177\u7684\u4e0d\u65ad\u6269\u5c55\uff0c\u5e76\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\u589e\u5f3a\u4e86\u5176\u80fd\u529b\u3002<\/li>\n\n\n\n<li><strong>\u793e\u533a\u53c2\u4e0e<\/strong>:\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u4e3a\u751f\u6001\u7cfb\u7edf\u505a\u51fa\u8d21\u732e\u3001\u5206\u4eab\u89c1\u89e3\u5e76\u5408\u4f5c\u5f00\u5c55\u4ee3\u7406\u5f00\u53d1\u9879\u76ee\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5_Support_for_Traditional_Tool-Calling_Agents\"><\/span><strong>5.\u652f\u6301\u4f20\u7edf\u5de5\u5177\u547c\u53eb\u4ee3\u7406<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u591a\u529f\u80fd\u6027<\/strong>:\u9664\u4ee3\u7801\u4ee3\u7406\u5916\uff0csmolagents \u8fd8\u652f\u6301\u4f20\u7edf\u7684\u00a0<strong>\u5de5\u5177\u547c\u53eb\u4ee3\u7406<\/strong>\u00a0\u5176\u4e2d\u7684\u64cd\u4f5c\u4f1a\u4ee5 JSON \u6216\u6587\u672c\u5757\u7684\u5f62\u5f0f\u751f\u6210\u3002<\/li>\n\n\n\n<li><strong>\u5177\u4f53\u7528\u4f8b<\/strong>:\u8fd9\u79cd\u7075\u6d3b\u6027\u5141\u8bb8\u5f00\u53d1\u4eba\u5458\u6839\u636e\u9879\u76ee\u7684\u5177\u4f53\u8981\u6c42\u9009\u62e9\u9002\u5f53\u7684\u4ee3\u7406\u7c7b\u578b\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Advantages_of_Using_smolagents\"><\/span><strong>\u4f7f\u7528 smolagent \u7684\u4f18\u52bf<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u589e\u5f3a\u53ef\u7ec4\u5408\u6027<\/strong>:\u4ee3\u7801\u4ee3\u7406\u4fbf\u4e8e\u529f\u80fd\u5d4c\u5957\u548c\u91cd\u590d\u4f7f\u7528\uff0c\u4f7f\u590d\u6742\u903b\u8f91\u7684\u8868\u8fbe\u66f4\u52a0\u5bb9\u6613\u3002<\/li>\n\n\n\n<li><strong>\u9ad8\u6548\u5bf9\u8c61\u5904\u7406<\/strong>:\u4e0e JSON \u7ed3\u6784\u76f8\u6bd4\uff0c\u7ba1\u7406\u548c\u4f20\u9012\u5bf9\u8c61\u5728\u4ee3\u7801\u4e2d\u66f4\u52a0\u7b80\u5355\u660e\u4e86\u3002<\/li>\n\n\n\n<li><strong>\u65e0\u9650\u7075\u6d3b<\/strong>:\u4ee3\u7801\u53ef\u4ee5\u8868\u793a\u4efb\u4f55\u8ba1\u7b97\u64cd\u4f5c\uff0c\u4e3a\u4ee3\u7406\u80fd\u529b\u63d0\u4f9b\u4e86\u65e0\u9650\u53ef\u80fd\u3002<\/li>\n\n\n\n<li><strong>\u5229\u7528\u4e30\u5bcc\u7684\u57f9\u8bad\u6570\u636e<\/strong>:LLM \u63a5\u53d7\u8fc7\u5927\u91cf\u4ee3\u7801\u7684\u57f9\u8bad\uff0c\u56e0\u6b64\u80fd\u591f\u719f\u7ec3\u751f\u6210\u548c\u7406\u89e3\u4ee3\u7801\u7247\u6bb5\u3002<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Getting_Started_with_smolagents\"><\/span><strong>\u5f00\u59cb\u4f7f\u7528 smolagents<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>\u5b89\u88c5<\/strong><\/p>\n\n\n\n<p>\u8981\u5b89\u88c5 smolagents\uff0c\u53ea\u9700\u8fd0\u884c<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">bash \u590d\u5236<code>pip install smolagents\n<\/code><\/pre>\n\n\n\n<p><strong>\u57fa\u672c\u4f7f\u7528\u793a\u4f8b<\/strong><\/p>\n\n\n\n<p>\u4e0b\u9762\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528 smolagents \u521b\u5efa\u4e00\u4e2a\u7b80\u5355\u7684\u4ee3\u7406\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">python \u590d\u5236<code>from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel\n\n# \u4f7f\u7528\u5fc5\u8981\u7684\u5de5\u5177\u548c\u6a21\u578b\u521d\u59cb\u5316\u4ee3\u7406\nAgent = CodeAgent(tools=[DuckDuckGoSearchTool()], model=HfApiModel())\n\n# \u6267\u884c\u4ee3\u7406\u4efb\u52a1\nagent.run(\"How many seconds would it take a cheetah at top speed to run across the Golden Gate Bridge?\")\n<\/code><\/pre>\n\n\n\n<p><strong>\u8f93\u51fa\u6837\u672c<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">vbnet \u590d\u5236<code>\u91d1\u95e8\u5927\u6865\u957f\u7ea6 1.7 \u82f1\u91cc\u3002\n\u730e\u8c79\u7684\u6700\u9ad8\u65f6\u901f\u7ea6\u4e3a 60-70 \u82f1\u91cc\/\u5c0f\u65f6\u3002\n\n\u9996\u5148\uff0c\u5c06\u6865\u957f\u6362\u7b97\u6210\u82f1\u91cc\uff1a\n1.7 \u82f1\u91cc = 1.7 \u91cc\n\n\u8ba1\u7b97\u65f6\u95f4\uff1a\n\u65f6\u95f4 = \u8ddd\u79bb \/ \u901f\u5ea6\n\n\u730e\u8c79\u7684\u901f\u5ea6\u4e3a 70 \u82f1\u91cc\/\u5c0f\u65f6\uff1a\n\u65f6\u95f4 = 1.7 \u82f1\u91cc\/70 \u82f1\u91cc\/\u5c0f\u65f6 \u2248 0.0243 \u5c0f\u65f6\n\n\u5c06\u5c0f\u65f6\u6362\u7b97\u6210\u79d2\uff1a\n0.0243 \u5c0f\u65f6 * 3600 \u79d2\/\u5c0f\u65f6 \u2248 87.5 \u79d2\n\n\u56e0\u6b64\uff0c\u730e\u8c79\u4ee5\u6700\u9ad8\u901f\u5ea6\u8dd1\u8fc7\u91d1\u95e8\u5927\u6865\u5927\u7ea6\u9700\u8981 87.5 \u79d2\u3002\n<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span><strong>\u7ed3\u8bba<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>smolagents \u901a\u8fc7\u63d0\u4f9b\u4e00\u4e2a\u7b80\u5355\u800c\u5f3a\u5927\u7684\u6846\u67b6\uff0c\u5f7b\u5e95\u6539\u53d8\u4e86\u5f00\u53d1\u4eba\u5458\u521b\u5efa\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u7684\u65b9\u5f0f\u3002\u5b83\u5f3a\u8c03\u4ee3\u7801\u4ee3\u7406\u3001\u5e7f\u6cdb\u7684\u6a21\u578b\u517c\u5bb9\u6027\u4ee5\u53ca\u4e0e Hugging Face \u751f\u6001\u7cfb\u7edf\u7684\u6df1\u5ea6\u96c6\u6210\uff0c\u4f7f\u5176\u6210\u4e3a\u4eba\u5de5\u667a\u80fd\u5f00\u53d1\u7684\u5b9d\u8d35\u5de5\u5177\u3002\u65e0\u8bba\u60a8\u662f\u7ecf\u9a8c\u4e30\u5bcc\u7684\u4eba\u5de5\u667a\u80fd\u4e13\u5bb6\u8fd8\u662f\u521d\u5165\u8be5\u9886\u57df\u7684\u65b0\u624b\uff0csmolagents \u90fd\u80fd\u4e3a\u60a8\u63d0\u4f9b\u9ad8\u6548\u6784\u5efa\u667a\u80fd\u4ee3\u7406\u6240\u9700\u7684\u5de5\u5177\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>\u5728\u5feb\u901f\u53d1\u5c55\u7684\u4eba\u5de5\u667a\u80fd\u4e16\u754c\u4e2d\uff0c\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u5df2\u6210\u4e3a\u81ea\u52a8\u6267\u884c\u4efb\u52a1\u3001\u589e\u5f3a\u7528\u6237\u4f53\u9a8c\u548c\u63a8\u52a8\u5404\u884c\u5404\u4e1a\u521b\u65b0\u4e0d\u53ef\u6216\u7f3a\u7684\u4e00\u90e8\u5206\u3002\u7136\u800c\uff0c\u5f00\u53d1\u4e00\u4e2a\u5f3a\u5927\u7684\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u5f80\u5f80\u6d89\u53ca\u590d\u6742\u7684\u7f16\u7801\u3001\u9519\u7efc\u590d\u6742\u7684\u914d\u7f6e\u548c\u9661\u5ced\u7684\u5b66\u4e60\u66f2\u7ebf\u3002smolagents\u662f\u7531Hugging Face\u56e2\u961f\u5f00\u53d1\u7684\u7b80\u7ea6\u578b\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u6846\u67b6\uff0c...<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_kadence_starter_templates_imported_post":false,"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-533","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/smolagents.org\/zh\/wp-json\/wp\/v2\/posts\/533","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smolagents.org\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/smolagents.org\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/smolagents.org\/zh\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/smolagents.org\/zh\/wp-json\/wp\/v2\/comments?post=533"}],"version-history":[{"count":1,"href":"https:\/\/smolagents.org\/zh\/wp-json\/wp\/v2\/posts\/533\/revisions"}],"predecessor-version":[{"id":534,"href":"https:\/\/smolagents.org\/zh\/wp-json\/wp\/v2\/posts\/533\/revisions\/534"}],"wp:attachment":[{"href":"https:\/\/smolagents.org\/zh\/wp-json\/wp\/v2\/media?parent=533"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smolagents.org\/zh\/wp-json\/wp\/v2\/categories?post=533"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smolagents.org\/zh\/wp-json\/wp\/v2\/tags?post=533"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}