{"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_tw\/smolagents-simplifying-ai-agent-development\/","title":{"rendered":"smolagents-Simplifying AI Agent Development"},"content":{"rendered":"<p>\u5728\u5feb\u901f\u767c\u5c55\u7684\u4eba\u5de5\u667a\u6167\u4e16\u754c\u4e2d\uff0cAI \u4ee3\u7406\u5df2\u7d93\u6210\u70ba\u81ea\u52d5\u5316\u4efb\u52d9\u3001\u63d0\u5347\u4f7f\u7528\u8005\u9ad4\u9a57\uff0c\u4ee5\u53ca\u63a8\u52d5\u5404\u7522\u696d\u5275\u65b0\u4e0d\u53ef\u6216\u7f3a\u7684\u4e00\u74b0\u3002\u7136\u800c\uff0c\u958b\u767c\u5f37\u5927\u7684 AI \u4ee3\u7406\u901a\u5e38\u9700\u8981\u8907\u96dc\u7684\u7de8\u78bc\u3001\u8907\u96dc\u7684\u914d\u7f6e\u548c\u9661\u5ced\u7684\u5b78\u7fd2\u66f2\u7dda\u3002\u4ecb\u7d39 <strong>smolagents<\/strong>\uff0c\u9019\u662f Hugging Face \u5718\u968a\u958b\u767c\u7684\u7c21\u7d04 AI \u4ee3\u7406\u6846\u67b6\uff0c\u65e8\u5728\u7c21\u5316 AI \u4ee3\u7406\u7684\u5275\u5efa\uff0c\u540c\u6642\u5229\u7528\u5927\u578b\u8a9e\u8a00\u6a21\u578b (LLM) \u7684\u529b\u91cf\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\u9304<\/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\u63db\u5167\u5bb9\u8868\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">\u5207\u63db<\/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_tw\/smolagents-simplifying-ai-agent-development\/#What_is_smolagents\" title=\"\u4ec0\u9ebc\u662f smolagents\uff1f\">\u4ec0\u9ebc\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_tw\/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_tw\/smolagents-simplifying-ai-agent-development\/#1_Simplicity_and_Ease_of_Use\" title=\"1.\u7c21\u55ae\u6613\u7528\">1.\u7c21\u55ae\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_tw\/smolagents-simplifying-ai-agent-development\/#2_Support_for_Code_Agents\" title=\"2.\u652f\u63f4\u4ee3\u78bc\u4ee3\u7406\">2.\u652f\u63f4\u4ee3\u78bc\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_tw\/smolagents-simplifying-ai-agent-development\/#3_Wide_Compatibility_with_Large_Language_Models\" title=\"3.\u8207\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u5ee3\u6cdb\u76f8\u5bb9\">3.\u8207\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u5ee3\u6cdb\u76f8\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_tw\/smolagents-simplifying-ai-agent-development\/#4_Deep_Integration_with_Hugging_Face_Hub\" title=\"4.\u8207 Hugging Face Hub \u6df1\u5ea6\u6574\u5408\">4.\u8207 Hugging Face Hub \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_tw\/smolagents-simplifying-ai-agent-development\/#5_Support_for_Traditional_Tool-Calling_Agents\" title=\"5.\u652f\u63f4\u50b3\u7d71\u5de5\u5177\u547c\u53eb\u4ee3\u7406\">5.\u652f\u63f4\u50b3\u7d71\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_tw\/smolagents-simplifying-ai-agent-development\/#Advantages_of_Using_smolagents\" title=\"\u4f7f\u7528 smolagent \u7684\u512a\u52e2\">\u4f7f\u7528 smolagent \u7684\u512a\u52e2<\/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_tw\/smolagents-simplifying-ai-agent-development\/#Getting_Started_with_smolagents\" title=\"\u958b\u59cb\u4f7f\u7528 smolagents\">\u958b\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_tw\/smolagents-simplifying-ai-agent-development\/#Conclusion\" title=\"\u7e3d\u7d50\">\u7e3d\u7d50<\/a><\/li><\/ul><\/nav><\/div>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_is_smolagents\"><\/span><strong>\u4ec0\u9ebc\u662f smolagents\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>smolagents<\/strong> \u662f\u4e00\u500b\u958b\u653e\u539f\u59cb\u78bc\u3001\u8f15\u91cf\u7d1a\u7684 AI \u4ee3\u7406\u7a0b\u5f0f\u5eab\uff0c\u53ef\u8b93\u958b\u767c\u4eba\u54e1\u4ee5\u6700\u5c11\u7684\u7a0b\u5f0f\u78bc\u5efa\u7acb\u529f\u80fd\u5f37\u5927\u7684\u4ee3\u7406\u7a0b\u5f0f\u3002\u5176\u6838\u5fc3\u7a0b\u5f0f\u78bc\u7d04\u6709 1,000 \u884c\u3002 <code>\u4ee3\u7406\u5546.py<\/code>smolagents \u6e1b\u5c11\u4e86\u4e0d\u5fc5\u8981\u7684\u62bd\u8c61\uff0c\u4f7f\u958b\u767c\u904e\u7a0b\u8b8a\u5f97\u7c21\u55ae\u6613\u7528\u3002smolagents \u8457\u91cd\u65bc\u7c21\u55ae\u548c\u6548\u7387\uff0c\u8b93 LLM \u53ef\u4ee5\u8207\u771f\u5be6\u4e16\u754c\u7684\u4efb\u52d9\u548c\u8cc7\u6599\u7121\u7e2b\u4e92\u52d5\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.\u7c21\u55ae\u6613\u7528<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6975\u7c21\u8a2d\u8a08<\/strong>:smolagents \u4ee5\u4e7e\u6de8\u7c21\u6f54\u7684\u7a0b\u5f0f\u78bc\u5eab\u70ba\u512a\u5148\uff0c\u8b93\u958b\u767c\u4eba\u54e1\u80fd\u5920\u7406\u89e3\u4e26\u4f7f\u7528\u6846\u67b6\uff0c\u800c\u4e0d\u6703\u88ab\u8907\u96dc\u6027\u6240\u56f0\u64fe\u3002<\/li>\n\n\n\n<li><strong>\u5feb\u901f\u8a2d\u5b9a<\/strong>:\u958b\u767c\u4eba\u54e1\u53ef\u4ee5\u5b9a\u7fa9\u4ee3\u7406\u7a0b\u5f0f\u3001\u63d0\u4f9b\u6240\u9700\u7684\u5de5\u5177\uff0c\u4e26\u7acb\u5373\u57f7\u884c\u3002\u4e0d\u9700\u8981\u7e41\u8907\u7684\u8a2d\u5b9a\u6216\u5927\u91cf\u7684\u6a21\u677f\u7a0b\u5f0f\u78bc\u3002<\/li>\n\n\n\n<li><strong>\u53cb\u5584\u7684\u4f7f\u7528\u8005\u4ecb\u9762<\/strong>:\u76f4\u89ba\u5f0f\u7684\u8a2d\u8a08\u53ef\u78ba\u4fdd\u7121\u8ad6\u662f\u521d\u5b78\u8005\u6216\u6709\u7d93\u9a57\u7684\u958b\u767c\u4eba\u54e1\u90fd\u80fd\u6709\u6548\u5730\u5229\u7528\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\u63f4\u4ee3\u78bc\u4ee3\u7406<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ee3\u78bc\u4ee3\u7406\u7126\u9ede<\/strong>:\u6709\u5225\u65bc\u50b3\u7d71\u4ee3\u7406\u7a0b\u5f0f\u4ee5 JSON \u6216\u6587\u5b57 blob \u4f86\u7522\u751f\u52d5\u4f5c\uff0csmolagents \u5f37\u8abf\u00a0<strong>\u4ee3\u78bc\u4ee3\u7406<\/strong>.\u9019\u4e9b\u4ee3\u7406\u7a0b\u5f0f\u5229\u7528 LLM \u7522\u751f\u548c\u8a6e\u91cb\u7a0b\u5f0f\u78bc\u7684\u80fd\u529b\uff0c\u7de8\u5beb\u548c\u57f7\u884c Python \u7a0b\u5f0f\u78bc\u7247\u6bb5\u4f86\u57f7\u884c\u52d5\u4f5c\u3002<\/li>\n\n\n\n<li><strong>\u63d0\u9ad8\u6548\u7387<\/strong>:\u4ee3\u78bc\u4ee3\u7406\u53ef\u63d0\u9ad8\u6548\u7387\u548c\u7cbe\u78ba\u5ea6\uff0c\u6e1b\u5c11\u7d04 30% \u7684\u6b65\u9a5f\u548c LLM \u547c\u53eb\u3002\u5b83\u5011\u64c5\u9577\u8655\u7406\u8907\u96dc\u7684\u4efb\u52d9\u548c\u57fa\u6e96\u3002<\/li>\n\n\n\n<li><strong>\u5b89\u5168\u57f7\u884c<\/strong>:\u70ba\u4e86\u78ba\u4fdd\u5b89\u5168\u6027\uff0csmolagents \u652f\u63f4\u5728\u6c99\u7bb1\u74b0\u5883\u4e2d\u57f7\u884c\u7a0b\u5f0f\u78bc\uff0c\u4f8b\u5982\u00a0<strong>E2B<\/strong>\uff0c\u70ba\u7a0b\u5f0f\u78bc\u7684\u57f7\u884c\u63d0\u4f9b\u5b89\u5168\u4e14\u9694\u96e2\u7684\u74b0\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.\u8207\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u5ee3\u6cdb\u76f8\u5bb9<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u9748\u6d3b\u7684\u6a21\u578b\u6574\u5408<\/strong>:smolagents \u53ef\u8207\u4efb\u4f55 LLM \u7121\u7e2b\u6574\u5408\uff0c\u5305\u62ec\u900f\u904e Transformers \u8a17\u7ba1\u5728 Hugging Face Hub \u4e0a\u7684\u6a21\u578b\uff0c\u4ee5\u53ca\u900f\u904e LiteLLM \u6574\u5408\u4f86\u81ea OpenAI\u3001Anthropic \u7b49\u7684\u6a21\u578b\u3002<\/li>\n\n\n\n<li><strong>\u6a5f\u578b\u9078\u64c7<\/strong>:\u958b\u767c\u4eba\u54e1\u53ef\u9748\u6d3b\u9078\u64c7\u6700\u9069\u5408\u5176\u5c08\u6848\u9700\u6c42\u7684 LLM\uff0c\u800c\u7121\u9700\u64d4\u5fc3\u76f8\u5bb9\u6027\u554f\u984c\u3002<\/li>\n\n\n\n<li><strong>\u9762\u5411\u672a\u4f86\u7684\u8a2d\u8a08<\/strong>:\u7576\u65b0\u6a5f\u578b\u51fa\u73fe\u6642\uff0csmolagent \u53ef\u4ee5\u5c07\u5176\u7d0d\u5165\uff0c\u4ee5\u78ba\u4fdd\u958b\u767c\u4eba\u54e1\u59cb\u7d42\u80fd\u5920\u4f7f\u7528\u6700\u5148\u9032\u7684\u6280\u8853\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.\u8207 Hugging Face Hub \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\u5206\u4eab<\/strong>:smolagents \u53ef\u8b93\u958b\u767c\u4eba\u54e1\u76f4\u63a5\u5f9e Hugging Face Hub \u5206\u4eab\u548c\u8f09\u5165\u5de5\u5177\uff0c\u4fc3\u9032\u5408\u4f5c\u793e\u7fa4\u3002<\/li>\n\n\n\n<li><strong>\u751f\u614b\u7cfb\u7d71\u6210\u9577<\/strong>:\u6b64\u4e00\u6574\u5408\u4fc3\u9032 smolagents \u5167\u53ef\u7528\u529f\u80fd\u548c\u5de5\u5177\u7684\u6301\u7e8c\u64f4\u5145\uff0c\u96a8\u8457\u6642\u9593\u7684\u63a8\u79fb\u589e\u5f37\u5176\u80fd\u529b\u3002<\/li>\n\n\n\n<li><strong>\u793e\u5340\u53c3\u8207<\/strong>:\u958b\u767c\u4eba\u54e1\u53ef\u70ba\u751f\u614b\u7cfb\u7d71\u8ca2\u737b\u5fc3\u529b\u3001\u5206\u4eab\u898b\u89e3\uff0c\u4e26\u5408\u4f5c\u9032\u884c\u4ee3\u7406\u7a0b\u5f0f\u958b\u767c\u5c08\u6848\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\u63f4\u50b3\u7d71\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\u6a23\u6027<\/strong>:\u9664\u4e86\u4ee3\u78bc\u4ee3\u7406\u4e4b\u5916\uff0csmolagents \u9084\u652f\u63f4\u50b3\u7d71\u7684\u00a0<strong>\u5de5\u5177\u547c\u53eb\u4ee3\u7406<\/strong>\u00a0\u5176\u4e2d\u7684\u52d5\u4f5c\u6703\u4ee5 JSON \u6216\u6587\u5b57\u5340\u584a\u7684\u5f62\u5f0f\u7522\u751f\u3002<\/li>\n\n\n\n<li><strong>\u7279\u5b9a\u4f7f\u7528\u500b\u6848<\/strong>:\u9019\u7a2e\u9748\u6d3b\u6027\u53ef\u8b93\u958b\u767c\u4eba\u54e1\u6839\u64da\u5c08\u6848\u7684\u7279\u5b9a\u9700\u6c42\u9078\u64c7\u9069\u7576\u7684\u4ee3\u7406\u985e\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\u512a\u52e2<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u589e\u5f37\u7d44\u5408\u80fd\u529b<\/strong>:\u4ee3\u78bc\u4ee3\u7406\u6709\u52a9\u65bc\u51fd\u5f0f\u5d4c\u5957\u548c\u91cd\u8907\u4f7f\u7528\uff0c\u4f7f\u8907\u96dc\u7684\u908f\u8f2f\u8868\u9054\u66f4\u52a0\u5bb9\u6613\u3002<\/li>\n\n\n\n<li><strong>\u9ad8\u6548\u7684\u7269\u4ef6\u8655\u7406<\/strong>:\u76f8\u8f03\u65bc JSON \u7d50\u69cb\uff0c\u7ba1\u7406\u548c\u50b3\u905e\u7269\u4ef6\u5728\u7a0b\u5f0f\u78bc\u4e2d\u66f4\u70ba\u76f4\u63a5\u3002<\/li>\n\n\n\n<li><strong>\u7121\u9650\u5f48\u6027<\/strong>:\u4ee3\u78bc\u53ef\u4ee5\u4ee3\u8868\u4efb\u4f55\u8a08\u7b97\u64cd\u4f5c\uff0c\u70ba\u4ee3\u7406\u80fd\u529b\u63d0\u4f9b\u7121\u9650\u53ef\u80fd\u3002<\/li>\n\n\n\n<li><strong>\u5229\u7528\u8c50\u5bcc\u7684\u8a13\u7df4\u8cc7\u6599<\/strong>:LLM \u63a5\u53d7\u904e\u5927\u91cf\u7a0b\u5f0f\u78bc\u7684\u8a13\u7df4\uff0c\u56e0\u6b64\u7cbe\u901a\u7a0b\u5f0f\u78bc\u7247\u6bb5\u7684\u7522\u751f\u8207\u7406\u89e3\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>\u958b\u59cb\u4f7f\u7528 smolagents<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>\u5b89\u88dd<\/strong><\/p>\n\n\n\n<p>\u8981\u5b89\u88dd smolagents\uff0c\u53ea\u9700\u57f7\u884c\uff1a<\/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\u7bc4\u4f8b<\/strong><\/p>\n\n\n\n<p>\u4ee5\u4e0b\u662f\u5982\u4f55\u4f7f\u7528 smolagents \u5efa\u7acb\u7c21\u55ae\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\u7a0b\u5f0f\nagent = CodeAgent(tools=[DuckDuckGoSearchTool()], model=HfApiModel())\n\n# \u57f7\u884c\u4ee3\u7406\u7a0b\u5f0f\u7684\u4efb\u52d9\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>\u6a23\u672c\u8f38\u51fa<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">vbnet \u590d\u5236<code>\u91d1\u9580\u5927\u6a4b\u9577\u7d04 1.7 \u82f1\u91cc\u3002\n\u7375\u8c79\u7684\u6700\u9ad8\u6642\u901f\u7d04\u70ba 60-70 \u82f1\u91cc\/\u5c0f\u6642\u3002\n\n\u9996\u5148\uff0c\u5c07\u6a4b\u9577\u63db\u7b97\u70ba\u82f1\u91cc\uff1a\n1.7 \u82f1\u91cc = 1.7 \u82f1\u91cc\n\n\u8a08\u7b97\u6642\u9593\uff1a\n\u6642\u9593 = \u8ddd\u96e2 \/ \u901f\u5ea6\n\n\u4f7f\u7528 70 mph \u4f5c\u70ba\u7375\u8c79\u7684\u901f\u5ea6\uff1a\n\u6642\u9593 = 1.7 \u82f1\u54e9 \/ 70 mph \u2248 0.0243 \u5c0f\u6642\n\n\u5c07\u5c0f\u6642\u8f49\u63db\u70ba\u79d2\uff1a\n0.0243 \u5c0f\u6642 * 3600 \u79d2\/\u5c0f\u6642 \u2248 87.5 \u79d2\n\n\u56e0\u6b64\uff0c\u7375\u8c79\u4ee5\u6700\u9ad8\u901f\u5ea6\u8dd1\u904e\u91d1\u9580\u5927\u6a4b\u5927\u7d04\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>\u7e3d\u7d50<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>smolagents \u900f\u904e\u63d0\u4f9b\u7c21\u55ae\u4f46\u529f\u80fd\u5f37\u5927\u7684\u6846\u67b6\uff0c\u5fb9\u5e95\u6539\u8b8a\u4e86\u958b\u767c\u4eba\u54e1\u5efa\u7acb AI \u4ee3\u7406\u7684\u65b9\u5f0f\u3002\u5b83\u5f37\u8abf\u7a0b\u5f0f\u78bc\u4ee3\u7406\u3001\u5ee3\u6cdb\u7684\u6a21\u578b\u76f8\u5bb9\u6027\uff0c\u4ee5\u53ca\u8207 Hugging Face \u751f\u614b\u7cfb\u7d71\u7684\u6df1\u5ea6\u6574\u5408\uff0c\u4f7f\u5176\u6210\u70ba AI \u958b\u767c\u7684\u5bf6\u8cb4\u5de5\u5177\u3002\u7121\u8ad6\u60a8\u662f\u7d93\u9a57\u8c50\u5bcc\u7684 AI \u5c08\u5bb6\uff0c\u6216\u662f\u521d\u5165\u6b64\u9818\u57df\u7684\u65b0\u624b\uff0csmolagents \u90fd\u80fd\u63d0\u4f9b\u60a8\u9ad8\u6548\u5efa\u7acb\u667a\u6167\u578b\u4ee3\u7406\u6240\u9700\u7684\u5de5\u5177\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>\u5728\u5feb\u901f\u767c\u5c55\u7684\u4eba\u5de5\u667a\u6167\u4e16\u754c\u4e2d\uff0cAI \u4ee3\u7406\u5df2\u7d93\u6210\u70ba\u81ea\u52d5\u5316\u4efb\u52d9\u3001\u63d0\u5347\u4f7f\u7528\u8005\u9ad4\u9a57\uff0c\u4ee5\u53ca\u63a8\u52d5\u5404\u7522\u696d\u5275\u65b0\u4e0d\u53ef\u6216\u7f3a\u7684\u4e00\u74b0\u3002\u7136\u800c\uff0c\u958b\u767c\u4e00\u500b\u5f37\u5927\u7684 AI \u4ee3\u7406\u901a\u5e38\u9700\u8981\u8907\u96dc\u7684\u7de8\u78bc\u3001\u8907\u96dc\u7684\u914d\u7f6e\u548c\u9661\u5ced\u7684\u5b78\u7fd2\u66f2\u7dda\u3002smolagents \u662f\u7531 Hugging Face \u5718\u968a\u958b\u767c\u7684\u7c21\u7d04\u578b AI \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_tw\/wp-json\/wp\/v2\/posts\/533","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smolagents.org\/zh_tw\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/smolagents.org\/zh_tw\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/smolagents.org\/zh_tw\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/smolagents.org\/zh_tw\/wp-json\/wp\/v2\/comments?post=533"}],"version-history":[{"count":1,"href":"https:\/\/smolagents.org\/zh_tw\/wp-json\/wp\/v2\/posts\/533\/revisions"}],"predecessor-version":[{"id":534,"href":"https:\/\/smolagents.org\/zh_tw\/wp-json\/wp\/v2\/posts\/533\/revisions\/534"}],"wp:attachment":[{"href":"https:\/\/smolagents.org\/zh_tw\/wp-json\/wp\/v2\/media?parent=533"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smolagents.org\/zh_tw\/wp-json\/wp\/v2\/categories?post=533"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smolagents.org\/zh_tw\/wp-json\/wp\/v2\/tags?post=533"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}