{"id":537,"date":"2025-01-10T14:34:30","date_gmt":"2025-01-10T14:34:30","guid":{"rendered":"https:\/\/smolagents.org\/?p=537"},"modified":"2025-01-10T14:34:31","modified_gmt":"2025-01-10T14:34:31","slug":"unlocking-the-power-of-smolagents-an-in-depth-exploration","status":"publish","type":"post","link":"https:\/\/smolagents.org\/ar\/unlocking-the-power-of-smolagents-an-in-depth-exploration\/","title":{"rendered":"\u0625\u0637\u0644\u0627\u0642 \u0627\u0644\u0639\u0646\u0627\u0646 \u0644\u0642\u0648\u0629 smolagents - \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0645\u062a\u0639\u0645\u0642"},"content":{"rendered":"<p>\u064a\u0634\u0647\u062f \u0645\u0634\u0647\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u063a\u064a\u0631\u0627\u064b \u0633\u0631\u064a\u0639\u0627\u064b\u060c \u0648\u062a\u0623\u062a\u064a \u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0637\u0644\u064a\u0639\u0629 \u0647\u0630\u0627 \u0627\u0644\u062a\u062d\u0648\u0644. \u062a\u0639\u0645\u0644 \u0647\u0630\u0647 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0643\u062c\u0633\u0631 \u0628\u064a\u0646 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629. <strong>smolagents<\/strong>\u0648\u0647\u0648 \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0648\u0643\u064a\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0628\u0633\u064a\u0637 \u0645\u0646 Hugging Face\u060c \u064a\u0639\u064a\u062f \u062a\u0639\u0631\u064a\u0641 \u0643\u064a\u0641\u064a\u0629 \u062a\u0639\u0627\u0645\u0644 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0645\u0639 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0648\u0643\u0644\u0627\u0621. \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u062f\u0648\u0646\u0629\u060c \u0633\u0648\u0641 \u0646\u062a\u0639\u0645\u0642 \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u062f\u0648\u0646\u0629 \u0641\u064a \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0642\u0648\u064a\u0629 \u0644\u0640 smolagents \u0648\u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062d\u062f\u062b \u062b\u0648\u0631\u0629 \u0641\u064a \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643.<\/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\">\u062c\u062f\u0648\u0644 \u0627\u0644\u0645\u062d\u062a\u0648\u064a\u0627\u062a<\/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=\"\u062a\u0628\u062f\u064a\u0644 \u062c\u062f\u0648\u0644 \u0627\u0644\u0645\u062d\u062a\u0648\u064a\u0627\u062a\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">\u062a\u0628\u062f\u064a\u0644<\/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\/ar\/unlocking-the-power-of-smolagents-an-in-depth-exploration\/#Core_Philosophy_of_smolagents\" title=\"\u0627\u0644\u0641\u0644\u0633\u0641\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0641\u0644\u0633\u0641\u0629 smolagents\">\u0627\u0644\u0641\u0644\u0633\u0641\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0641\u0644\u0633\u0641\u0629 smolagents<\/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\/ar\/unlocking-the-power-of-smolagents-an-in-depth-exploration\/#The_Advantages_of_Code_Agents_in_smolagents\" title=\"\u0645\u0632\u0627\u064a\u0627 \u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0634\u0641\u0631\u0627\u062a \u0641\u064a smolagents\">\u0645\u0632\u0627\u064a\u0627 \u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0634\u0641\u0631\u0627\u062a \u0641\u064a smolagents<\/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\/ar\/unlocking-the-power-of-smolagents-an-in-depth-exploration\/#1_Enhanced_Efficiency\" title=\"1. \u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0643\u0641\u0627\u0621\u0629\">1. \u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0643\u0641\u0627\u0621\u0629<\/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\/ar\/unlocking-the-power-of-smolagents-an-in-depth-exploration\/#2_Greater_Flexibility\" title=\"2. \u0645\u0631\u0648\u0646\u0629 \u0623\u0643\u0628\u0631\">2. \u0645\u0631\u0648\u0646\u0629 \u0623\u0643\u0628\u0631<\/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\/ar\/unlocking-the-power-of-smolagents-an-in-depth-exploration\/#3_Leveraging_LLM_Training_Strengths\" title=\"3. \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0646\u0642\u0627\u0637 \u0627\u0644\u0642\u0648\u0629 \u0641\u064a \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646\">3. \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0646\u0642\u0627\u0637 \u0627\u0644\u0642\u0648\u0629 \u0641\u064a \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/smolagents.org\/ar\/unlocking-the-power-of-smolagents-an-in-depth-exploration\/#Practical_Use_Case_of_smolagents\" title=\"\u062d\u0627\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0639\u0645\u0644\u064a \u0644 smolagents smolagents\">\u062d\u0627\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0639\u0645\u0644\u064a \u0644 smolagents smolagents<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/smolagents.org\/ar\/unlocking-the-power-of-smolagents-an-in-depth-exploration\/#smolagents_Community_and_Ecosystem\" title=\"\u0645\u062c\u062a\u0645\u0639 \u0648\u0645\u0646\u0638\u0648\u0645\u0629 smolagents &#039;smolagents&#039;\">\u0645\u062c\u062a\u0645\u0639 \u0648\u0645\u0646\u0638\u0648\u0645\u0629 smolagents 'smolagents'<\/a><\/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\/ar\/unlocking-the-power-of-smolagents-an-in-depth-exploration\/#Summary_of_smolagents_Strengths\" title=\"\u0645\u0644\u062e\u0635 \u0644\u0646\u0642\u0627\u0637 \u0642\u0648\u0629 smolagents\">\u0645\u0644\u062e\u0635 \u0644\u0646\u0642\u0627\u0637 \u0642\u0648\u0629 smolagents<\/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\/ar\/unlocking-the-power-of-smolagents-an-in-depth-exploration\/#Getting_Started_with_smolagents\" title=\"\u0627\u0644\u0634\u0631\u0648\u0639 \u0641\u064a \u0627\u0644\u0639\u0645\u0644 \u0645\u0639 smolagents\">\u0627\u0644\u0634\u0631\u0648\u0639 \u0641\u064a \u0627\u0644\u0639\u0645\u0644 \u0645\u0639 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\/ar\/unlocking-the-power-of-smolagents-an-in-depth-exploration\/#Final_Thoughts\" title=\"\u0627\u0644\u0623\u0641\u0643\u0627\u0631 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629\">\u0627\u0644\u0623\u0641\u0643\u0627\u0631 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629<\/a><\/li><\/ul><\/nav><\/div>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Core_Philosophy_of_smolagents\"><\/span><strong>\u0627\u0644\u0641\u0644\u0633\u0641\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0641\u0644\u0633\u0641\u0629 smolagents<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u0641\u064a \u0635\u0645\u064a\u0645\u0647\u0627, <strong>smolagents<\/strong> \u0647\u0648 \u062c\u0639\u0644 \u062a\u0637\u0648\u064a\u0631 \u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062a\u0627\u062d\u064b\u0627 \u0648\u0641\u0639\u0627\u0644\u064b\u0627. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u062e\u0644\u0635 \u0645\u0646 \u0627\u0644\u062a\u0639\u0642\u064a\u062f\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0636\u0631\u0648\u0631\u064a\u0629\u060c \u062a\u0633\u0645\u062d smolagents \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0628\u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0628\u0646\u0627\u0621 \u0648\u0643\u0644\u0627\u0621 \u064a\u0645\u0643\u0646\u0647\u0645 \u0623\u062f\u0627\u0621 \u0645\u0647\u0627\u0645 \u0630\u0627\u062a \u0645\u063a\u0632\u0649 \u062f\u0648\u0646 \u0623\u0646 \u064a\u0636\u064a\u0639\u0648\u0627 \u0641\u064a \u0627\u0644\u062a\u0643\u0648\u064a\u0646\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"The_Advantages_of_Code_Agents_in_smolagents\"><\/span><strong>\u0645\u0632\u0627\u064a\u0627 \u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0634\u0641\u0631\u0627\u062a \u0641\u064a smolagents<\/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_Enhanced_Efficiency\"><\/span><strong>1. \u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0643\u0641\u0627\u0621\u0629<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0645\u0628\u0627\u0634\u0631<\/strong>: \u064a\u0642\u0648\u0645 \u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0628\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0648\u062a\u0646\u0641\u064a\u0630\u0647\u0627 \u0645\u0628\u0627\u0634\u0631\u0629\u060c \u0645\u0645\u0627 \u064a\u0644\u063a\u064a \u0627\u0644\u0648\u0633\u0637\u0627\u0621 \u0648\u064a\u0642\u0644\u0644 \u0645\u0646 \u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629.<\/li>\n\n\n\n<li><strong>\u062e\u0637\u0648\u0627\u062a \u0623\u0642\u0644<\/strong>: \u064a\u0642\u0644\u0644 \u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0627\u0644\u0645\u0628\u0627\u0634\u0631 \u0645\u0646 \u0639\u062f\u062f \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 \u0648\u0627\u0633\u062a\u062f\u0639\u0627\u0621\u0627\u062a LLM\u060c \u0645\u0645\u0627 \u064a\u062d\u0633\u0646 \u0627\u0644\u0623\u062f\u0627\u0621.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Greater_Flexibility\"><\/span><strong>2. \u0645\u0631\u0648\u0646\u0629 \u0623\u0643\u0628\u0631<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0627\u0644\u0645\u0646\u0637\u0642\u064a \u0627\u0644\u0645\u0639\u0642\u062f<\/strong>: \u064a\u0645\u0643\u0646 \u0644\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0639\u0628\u064a\u0631 \u0639\u0646 \u0639\u0645\u0644\u064a\u0627\u062a \u0645\u0639\u0642\u062f\u0629 \u0648\u0645\u0646\u0637\u0642\u064a\u0629 \u0645\u0631\u0647\u0642\u0629 \u0645\u0639 \u0645\u062e\u0631\u062c\u0627\u062a JSON \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629.<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629<\/strong>: \u064a\u0645\u0643\u0646 \u0644\u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u062a\u0643\u064a\u0641 \u0648\u0623\u062f\u0627\u0621 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0645\u0647\u0627\u0645 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u062a\u0646\u0642\u0644.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_Leveraging_LLM_Training_Strengths\"><\/span><strong>3. \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0646\u0642\u0627\u0637 \u0627\u0644\u0642\u0648\u0629 \u0641\u064a \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0625\u062a\u0642\u0627\u0646 \u0627\u0644\u0628\u0631\u0645\u062c\u0629<\/strong>: \u064a\u062a\u0645 \u062a\u062f\u0631\u064a\u0628 \u0623\u062e\u0635\u0627\u0626\u064a\u064a LLM \u0628\u0634\u0643\u0644 \u0645\u0643\u062b\u0641 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0645 \u0628\u0627\u0631\u0639\u064a\u0646 \u0641\u064a \u0641\u0647\u0645 \u0648\u062a\u0648\u0644\u064a\u062f \u0645\u0642\u062a\u0637\u0641\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629.<\/li>\n\n\n\n<li><strong>\u062f\u0642\u0629 \u0645\u062d\u0633\u0651\u0646\u0629<\/strong>: \u064a\u0624\u062f\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0625\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0646\u0642\u0627\u0637 \u0627\u0644\u0642\u0648\u0629 \u0641\u064a LLM\u060c \u0645\u0645\u0627 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0623\u0643\u062b\u0631 \u062f\u0642\u0629 \u0648\u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0644\u0644\u0648\u0643\u064a\u0644.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Practical_Use_Case_of_smolagents\"><\/span><strong>\u062d\u0627\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0639\u0645\u0644\u064a \u0644 smolagents smolagents<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>\u0627\u0644\u0633\u064a\u0646\u0627\u0631\u064a\u0648<\/strong><\/p>\n\n\n\n<p>\u0625\u0646\u0634\u0627\u0621 \u0648\u0643\u064a\u0644 \u0642\u0627\u062f\u0631 \u0639\u0644\u0649 \u062a\u0648\u0641\u064a\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0633\u0648\u0642 \u0627\u0644\u0645\u0627\u0644\u064a\u0629\u060c \u0645\u062b\u0644 \u0623\u0633\u0639\u0627\u0631 \u0627\u0644\u0623\u0633\u0647\u0645.<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">\u0628\u0627\u064a\u062b\u0648\u0646\u590d<code>\u0645\u0646 smolagents smolagents \u0627\u0633\u062a\u064a\u0631\u0627\u062f CodeAgent, StockMarketTool, HfApiModel\n\n# \u0642\u0645 \u0628\u062a\u0647\u064a\u0626\u0629 \u0627\u0644\u0648\u0643\u064a\u0644 \u0628\u0623\u062f\u0627\u0629 \u0633\u0648\u0642 \u0627\u0644\u0623\u0633\u0647\u0645 \u0648\u0646\u0645\u0648\u0630\u062c HfApiModel\n\u0627\u0644\u0648\u0643\u064a\u0644 = CodeAgent(CodeAgent(Tools=[StockMarketTool(api_key=\"your_api_key\")]\u060c model=HfApiModel()\n\n# \u0627\u0633\u0623\u0644 \u0627\u0644\u0648\u0643\u064a\u0644 \u0639\u0646 \u0633\u0639\u0631 \u0627\u0644\u0633\u0647\u0645 \u0627\u0644\u062d\u0627\u0644\u064a \u0644\u0644\u0634\u0631\u0643\u0629\nagent.run(\"\u0645\u0627 \u0647\u0648 \u0633\u0639\u0631 \u0627\u0644\u0633\u0647\u0645 \u0627\u0644\u062d\u0627\u0644\u064a \u0644\u0634\u0631\u0643\u0629 Apple Inc. (AAPL)\u061f\")\n<\/code><\/pre>\n\n\n\n<p><strong>\u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629:<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">\u0633\u0648\u064a\u0641\u062a \u590d<code>\u062c\u0644\u0628 \u0623\u062d\u062f\u062b \u0633\u0639\u0631 \u0644\u0633\u0647\u0645 AAPL...\n\u064a\u062a\u0645 \u062a\u062f\u0627\u0648\u0644 \u0633\u0647\u0645 Apple Inc. (AAPL) \u062d\u0627\u0644\u064a\u064b\u0627 \u0639\u0646\u062f $150.25 \u0644\u0644\u0633\u0647\u0645 \u0627\u0644\u0648\u0627\u062d\u062f.\n<\/code><\/pre>\n\n\n\n<p>\u064a\u0648\u0636\u062d \u0647\u0630\u0627 \u0627\u0644\u0645\u062b\u0627\u0644 \u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 smolagents \u0644\u0628\u0646\u0627\u0621 \u0648\u0643\u0644\u0627\u0621 \u0645\u062a\u0637\u0648\u0631\u064a\u0646 \u064a\u062a\u0641\u0627\u0639\u0644\u0648\u0646 \u0645\u0639 \u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0648\u0627\u0642\u0639\u064a\u0629 \u062f\u0648\u0646 \u0639\u0646\u0627\u0621.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"smolagents_Community_and_Ecosystem\"><\/span><strong>\u0645\u062c\u062a\u0645\u0639 \u0648\u0645\u0646\u0638\u0648\u0645\u0629 smolagents 'smolagents'<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u062a\u0639\u0627\u0648\u0646<\/strong>: \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0645\u0631\u0643\u0632 Hugging Face Hub\u060c \u064a\u0634\u062c\u0639 smolagents \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u0643\u0629 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0648\u0643\u064a\u0644.<\/li>\n\n\n\n<li><strong>\u0645\u0634\u0627\u0631\u0643\u0629 \u0627\u0644\u0645\u0648\u0627\u0631\u062f<\/strong>: \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0648\u0641\u0631\u0647\u0627 \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0644\u062a\u0639\u0632\u064a\u0632 \u0648\u0643\u0644\u0627\u0626\u0643.<\/li>\n\n\n\n<li><strong>\u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u0645\u0631<\/strong>: \u0627\u0644\u0627\u0646\u062e\u0631\u0627\u0637 \u0645\u0639 \u0645\u0637\u0648\u0631\u064a\u0646 \u0622\u062e\u0631\u064a\u0646 \u0644\u062a\u0628\u0627\u062f\u0644 \u0627\u0644\u0623\u0641\u0643\u0627\u0631 \u0648\u0637\u0644\u0628 \u0627\u0644\u062f\u0639\u0645 \u0648\u0627\u0644\u0645\u0633\u0627\u0647\u0645\u0629 \u0641\u064a \u0646\u0645\u0648 smolagents.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Summary_of_smolagents_Strengths\"><\/span><strong>\u0645\u0644\u062e\u0635 \u0644\u0646\u0642\u0627\u0637 \u0642\u0648\u0629 smolagents<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u0628\u0633\u0627\u0637\u0629<\/strong>: \u0633\u0647\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0648\u0633\u0631\u064a\u0639 \u0627\u0644\u062a\u0646\u0641\u064a\u0630\u060c \u0645\u0645\u0627 \u064a\u0642\u0644\u0644 \u0645\u0646 \u0648\u0642\u062a \u0627\u0644\u062a\u0637\u0648\u064a\u0631.<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0643\u0641\u0627\u0621\u0629<\/strong>: \u064a\u0648\u0641\u0631 \u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0634\u0641\u0631\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u062a\u0646\u0641\u064a\u0630\u064b\u0627 \u0623\u0633\u0631\u0639 \u0648\u0623\u0643\u062b\u0631 \u062f\u0642\u0629 \u0644\u0644\u0645\u0647\u0627\u0645.<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0645\u0631\u0648\u0646\u0629<\/strong>: \u0645\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0622\u0644\u064a\u0627\u062a \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0623\u0645\u062f \u0648\u064a\u062f\u0639\u0645 \u0623\u0646\u0648\u0627\u0639\u0627\u064b \u0645\u062a\u0639\u062f\u062f\u0629 \u0645\u0646 \u0627\u0644\u0648\u0643\u0644\u0627\u0621.<\/li>\n\n\n\n<li><strong>\u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u064a<\/strong>: \u0646\u0638\u0627\u0645 \u0628\u064a\u0626\u064a \u0645\u0632\u062f\u0647\u0631 \u064a\u0639\u0632\u0632 \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0648\u0627\u0644\u062a\u0639\u0627\u0648\u0646.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Getting_Started_with_smolagents\"><\/span><strong>\u0627\u0644\u0634\u0631\u0648\u0639 \u0641\u064a \u0627\u0644\u0639\u0645\u0644 \u0645\u0639 smolagents<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u0625\u0630\u0627 \u0643\u0646\u062a \u0645\u0633\u062a\u0639\u062f\u064b\u0627 \u0644\u0627\u0633\u062a\u0643\u0634\u0627\u0641 smolagents\u060c \u0641\u0625\u0644\u064a\u0643 \u0628\u0639\u0636 \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0644\u062a\u0628\u062f\u0623:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u062a\u062b\u0628\u064a\u062a smolagents smolagents<\/strong>:: \u0628\u0627\u0634\u590d<code>pip install smolagents<\/code><\/li>\n\n\n\n<li><strong>\u0627\u0633\u062a\u0643\u0634\u0641 \u0627\u0644\u0648\u062b\u0627\u0626\u0642<\/strong>: \u0642\u0645 \u0628\u0632\u064a\u0627\u0631\u0629 \u0648\u062b\u0627\u0626\u0642 smolagents \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0645\u064a\u0632\u0627\u062a\u0647 \u0648\u0642\u062f\u0631\u0627\u062a\u0647.<\/li>\n\n\n\n<li><strong>\u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0623\u0645\u062b\u0644\u0629<\/strong>: \u062c\u0631\u0628 \u0639\u064a\u0646\u0629 \u0645\u0646 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0648\u062e\u0635\u0635\u0647\u0627 \u0644\u062a\u0646\u0627\u0633\u0628 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0643.<\/li>\n\n\n\n<li><strong>\u0627\u0646\u0636\u0645 \u0625\u0644\u0649 \u0627\u0644\u0645\u062c\u062a\u0645\u0639<\/strong>: \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0627\u0644\u0622\u062e\u0631\u064a\u0646 \u0641\u064a \u0627\u0644\u0645\u0646\u062a\u062f\u064a\u0627\u062a \u0648\u0627\u0644\u0645\u0633\u0627\u0647\u0645\u0629 \u0641\u064a \u0645\u0631\u0643\u0632 \u062a\u0639\u0627\u0646\u0642 \u0627\u0644\u0648\u062c\u0648\u0647.<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Final_Thoughts\"><\/span><strong>\u0627\u0644\u0623\u0641\u0643\u0627\u0631 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>smolagents<\/strong> \u0647\u064a \u0623\u0643\u062b\u0631 \u0645\u0646 \u0645\u062c\u0631\u062f \u0625\u0637\u0627\u0631 \u0639\u0645\u0644\u061b \u0625\u0646\u0647\u0627 \u0628\u0648\u0627\u0628\u0629 \u0644\u062a\u0628\u0633\u064a\u0637 \u062a\u0637\u0648\u064a\u0631 \u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0639 \u062a\u0639\u0638\u064a\u0645 \u0625\u0645\u0643\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629. \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0628\u0646\u064a smolagents\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u062a\u0633\u0631\u064a\u0639 \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0645 \u0648\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u062a\u0639\u0642\u064a\u062f \u0648\u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631. \u0633\u0648\u0627\u0621 \u0643\u0646\u062a \u062a\u0642\u0648\u0645 \u0628\u0628\u0646\u0627\u0621 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0623\u0648 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0623\u0648 \u0623\u0646\u0638\u0645\u0629 \u0635\u0646\u0639 \u0627\u0644\u0642\u0631\u0627\u0631 \u0627\u0644\u0645\u0639\u0642\u062f\u0629\u060c \u0641\u0625\u0646 smolagents \u062a\u0648\u0641\u0631 \u0627\u0644\u0628\u0633\u0627\u0637\u0629 \u0648\u0627\u0644\u0642\u0648\u0629 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c\u0647\u0627 \u0644\u062a\u062d\u0642\u064a\u0642 \u0627\u0644\u0646\u062c\u0627\u062d.<\/p>","protected":false},"excerpt":{"rendered":"<p>\u064a\u0634\u0647\u062f \u0645\u0634\u0647\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u063a\u064a\u0631\u0627\u064b \u0633\u0631\u064a\u0639\u0627\u064b\u060c \u0648\u062a\u0623\u062a\u064a \u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0637\u0644\u064a\u0639\u0629 \u0647\u0630\u0627 \u0627\u0644\u062a\u062d\u0648\u0644. \u062a\u0639\u0645\u0644 \u0647\u0630\u0647 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0643\u062c\u0633\u0631 \u0628\u064a\u0646 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629. smolagents\u060c \u0648\u0647\u0648 \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0648\u0643\u064a\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0628\u0633\u064a\u0637 \u0645\u0646 Hugging Face\u060c \u064a\u0639\u064a\u062f \u062a\u0639\u0631\u064a\u0641 \u0643\u064a\u0641\u064a\u0629 \u062a\u0639\u0627\u0645\u0644 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0645\u0639 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0648\u0643\u0644\u0627\u0621. \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u062f\u0648\u0646\u0629\u060c \u0633\u0646\u062a\u0637\u0631\u0642 \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u062f\u0648\u0646\u0629 \u0625\u0644\u0649 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0642\u0648\u064a\u0629...<\/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-537","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/smolagents.org\/ar\/wp-json\/wp\/v2\/posts\/537","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smolagents.org\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/smolagents.org\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/smolagents.org\/ar\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/smolagents.org\/ar\/wp-json\/wp\/v2\/comments?post=537"}],"version-history":[{"count":1,"href":"https:\/\/smolagents.org\/ar\/wp-json\/wp\/v2\/posts\/537\/revisions"}],"predecessor-version":[{"id":538,"href":"https:\/\/smolagents.org\/ar\/wp-json\/wp\/v2\/posts\/537\/revisions\/538"}],"wp:attachment":[{"href":"https:\/\/smolagents.org\/ar\/wp-json\/wp\/v2\/media?parent=537"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smolagents.org\/ar\/wp-json\/wp\/v2\/categories?post=537"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smolagents.org\/ar\/wp-json\/wp\/v2\/tags?post=537"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}