{"id":110021,"date":"2025-05-22T04:54:18","date_gmt":"2025-05-22T00:24:18","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/%d8%b3%d8%a7%d8%ae%d8%aa%d9%86-%db%8c%da%a9-%d8%b3%db%8c%d8%b3%d8%aa%d9%85-%d9%be%d8%a7%d8%b1%da%86%d9%87-%d8%a7%db%8c-%da%86%d9%86%d8%af-%d9%be%d8%b1%d9%88%d8%aa%da%a9%d9%84-%d9%be%d9%84-%d8%b2\/"},"modified":"2025-05-22T04:54:18","modified_gmt":"2025-05-22T00:24:18","slug":"%d8%b3%d8%a7%d8%ae%d8%aa%d9%86-%db%8c%da%a9-%d8%b3%db%8c%d8%b3%d8%aa%d9%85-%d9%be%d8%a7%d8%b1%da%86%d9%87-%d8%a7%db%8c-%da%86%d9%86%d8%af-%d9%be%d8%b1%d9%88%d8%aa%da%a9%d9%84-%d9%be%d9%84-%d8%b2","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/%d8%b3%d8%a7%d8%ae%d8%aa%d9%86-%db%8c%da%a9-%d8%b3%db%8c%d8%b3%d8%aa%d9%85-%d9%be%d8%a7%d8%b1%da%86%d9%87-%d8%a7%db%8c-%da%86%d9%86%d8%af-%d9%be%d8%b1%d9%88%d8%aa%da%a9%d9%84-%d9%be%d9%84-%d8%b2\/","title":{"rendered":"\u0633\u0627\u062e\u062a\u0646 \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u067e\u0627\u0631\u0686\u0647 \u0627\u06cc \u0686\u0646\u062f \u067e\u0631\u0648\u062a\u06a9\u0644: \u067e\u0644 \u0632\u062f\u0646 A2A \u0648 \u200b\u200bMCP"},"content":{"rendered":"<div data-article-id=\"2512599\" id=\"article-body\">\n<p>\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 A2ajava &#8220;\u0686\u0627\u0642\u0648\u06cc \u0633\u0648\u0626\u06cc\u0633&#8221; \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0648 \u0633\u0627\u0632\u0647\u0627\u06cc \u0633\u0627\u0632\u0646\u062f\u0647 \u0633\u0627\u0632\u0646\u062f\u0647 \u062f\u0631 \u0686\u0646\u062f\u06cc\u0646 \u0632\u0628\u0627\u0646 \u0645\u0627\u0646\u0646\u062f \u062c\u0627\u0648\u0627 \u0648 \u06a9\u0648\u062a\u0644\u06cc\u0646 \u0627\u0633\u062a \u0648 \u0627\u0632 \u067e\u0631\u0648\u062a\u06a9\u0644 \u0647\u0627\u06cc \u0645\u062a\u0639\u062f\u062f \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f \u060c \u06a9\u062f \u0628\u0631\u0627\u06cc \u06a9\u0644 \u0645\u0642\u0627\u0644\u0647 \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0633\u0631\u0648\u0631 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f: \u2705 Cross-Protocol: \u0627\u0632 \u0647\u0631 \u062f\u0648 MCP (\u067e\u0631\u0648\u062a\u06a9\u0644 \u0632\u0645\u06cc\u0646\u0647 Model) \u0648 Google A2A (\u0639\u0627\u0645\u0644 \u0628\u0647 \u0639\u0627\u0645\u0644) \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f<\/p>\n<p>\u0627\u0632 \u0622\u0646\u062c\u0627 \u06a9\u0647 \u0627\u06a9\u0648\u0633\u06cc\u0633\u062a\u0645 A2A (\u0639\u0627\u0645\u0644 \u0628\u0647 \u0639\u0627\u0645\u0644) \u062f\u0631 \u062d\u0627\u0644 \u0631\u0634\u062f \u0627\u0633\u062a \u060c \u06cc\u06a9\u06cc \u0627\u0632 \u0686\u0627\u0644\u0634 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u0627 \u0628\u0627 \u0622\u0646 \u0631\u0648\u0628\u0631\u0648 \u0647\u0633\u062a\u06cc\u0645 \u0627\u062f\u063a\u0627\u0645 \u067e\u0631\u0648\u062a\u06a9\u0644 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0636\u0645\u0646 \u062d\u0641\u0638 \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u062f\u0627\u0646\u0634 \u0642\u0648\u06cc \u0627\u0633\u062a. \u0645\u0646 \u0627\u0632 \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u06af\u0630\u0627\u0634\u062a\u0646 \u0631\u0627\u0647 \u062d\u0644\u06cc \u06a9\u0647 \u0628\u0627 \u062a\u0631\u06a9\u06cc\u0628 A2A \u0628\u0627 \u067e\u0631\u0648\u062a\u06a9\u0644 \u0632\u0645\u06cc\u0646\u0647 \u0645\u062f\u0644 (MCP) \u062f\u0631 \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u067e\u0627\u0631\u0686\u0647 \u0627\u06cc (\u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u062a\u0642\u0648\u06cc\u062a \u0634\u062f\u0647) \u0627\u06cc\u0646 \u0634\u06a9\u0627\u0641 \u0631\u0627 \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u0645\u06cc \u06af\u0630\u0627\u0631\u062f \u060c \u0647\u06cc\u062c\u0627\u0646 \u0632\u062f\u0647 \u0627\u0645.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter-rtl ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/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=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/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-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b3%d8%a7%d8%ae%d8%aa%d9%86-%db%8c%da%a9-%d8%b3%db%8c%d8%b3%d8%aa%d9%85-%d9%be%d8%a7%d8%b1%da%86%d9%87-%d8%a7%db%8c-%da%86%d9%86%d8%af-%d9%be%d8%b1%d9%88%d8%aa%da%a9%d9%84-%d9%be%d9%84-%d8%b2\/#%DA%86%D8%A7%D9%84%D8%B4\" >\u0686\u0627\u0644\u0634<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b3%d8%a7%d8%ae%d8%aa%d9%86-%db%8c%da%a9-%d8%b3%db%8c%d8%b3%d8%aa%d9%85-%d9%be%d8%a7%d8%b1%da%86%d9%87-%d8%a7%db%8c-%da%86%d9%86%d8%af-%d9%be%d8%b1%d9%88%d8%aa%da%a9%d9%84-%d9%be%d9%84-%d8%b2\/#%D8%B1%D8%A7%D9%87_%D8%AD%D9%84_%DB%8C%DA%A9_%D8%B3%DB%8C%D8%B3%D8%AA%D9%85_%D9%BE%D8%A7%D8%B1%DA%86%D9%87_%D8%A7%DB%8C_%DA%86%D9%86%D8%AF_%D9%BE%D8%B1%D9%88%D8%AA%DA%A9%D9%84_%D9%85%D8%AA%D8%AD%D8%AF_%DB%8C%DA%A9%D9%BE%D8%A7%D8%B1%DA%86%D9%87\" >\u0631\u0627\u0647 \u062d\u0644: \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u067e\u0627\u0631\u0686\u0647 \u0627\u06cc \u0686\u0646\u062f \u067e\u0631\u0648\u062a\u06a9\u0644 \u0645\u062a\u062d\u062f \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b3%d8%a7%d8%ae%d8%aa%d9%86-%db%8c%da%a9-%d8%b3%db%8c%d8%b3%d8%aa%d9%85-%d9%be%d8%a7%d8%b1%da%86%d9%87-%d8%a7%db%8c-%da%86%d9%86%d8%af-%d9%be%d8%b1%d9%88%d8%aa%da%a9%d9%84-%d9%be%d9%84-%d8%b2\/#%D8%A7%D8%AF%D8%BA%D8%A7%D9%85_A2a\" >\u0627\u062f\u063a\u0627\u0645 A2a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b3%d8%a7%d8%ae%d8%aa%d9%86-%db%8c%da%a9-%d8%b3%db%8c%d8%b3%d8%aa%d9%85-%d9%be%d8%a7%d8%b1%da%86%d9%87-%d8%a7%db%8c-%da%86%d9%86%d8%af-%d9%be%d8%b1%d9%88%d8%aa%da%a9%d9%84-%d9%be%d9%84-%d8%b2\/#%D8%A7%D8%AF%D8%BA%D8%A7%D9%85_MCP\" >\u0627\u062f\u063a\u0627\u0645 MCP<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b3%d8%a7%d8%ae%d8%aa%d9%86-%db%8c%da%a9-%d8%b3%db%8c%d8%b3%d8%aa%d9%85-%d9%be%d8%a7%d8%b1%da%86%d9%87-%d8%a7%db%8c-%da%86%d9%86%d8%af-%d9%be%d8%b1%d9%88%d8%aa%da%a9%d9%84-%d9%be%d9%84-%d8%b2\/#%D8%A7%D8%AC%D8%B1%D8%A7%DB%8C_%D9%81%D9%86%DB%8C\" >\u0627\u062c\u0631\u0627\u06cc \u0641\u0646\u06cc<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b3%d8%a7%d8%ae%d8%aa%d9%86-%db%8c%da%a9-%d8%b3%db%8c%d8%b3%d8%aa%d9%85-%d9%be%d8%a7%d8%b1%da%86%d9%87-%d8%a7%db%8c-%da%86%d9%86%d8%af-%d9%be%d8%b1%d9%88%d8%aa%da%a9%d9%84-%d9%be%d9%84-%d8%b2\/#%D8%A7%D8%AC%D8%B2%D8%A7%DB%8C_%D8%A7%D8%B5%D9%84%DB%8C\" >\u0627\u062c\u0632\u0627\u06cc \u0627\u0635\u0644\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b3%d8%a7%d8%ae%d8%aa%d9%86-%db%8c%da%a9-%d8%b3%db%8c%d8%b3%d8%aa%d9%85-%d9%be%d8%a7%d8%b1%da%86%d9%87-%d8%a7%db%8c-%da%86%d9%86%d8%af-%d9%be%d8%b1%d9%88%d8%aa%da%a9%d9%84-%d9%be%d9%84-%d8%b2\/#%D9%BE%DB%8C%DA%A9%D8%B1%D8%A8%D9%86%D8%AF%DB%8C\" >\u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b3%d8%a7%d8%ae%d8%aa%d9%86-%db%8c%da%a9-%d8%b3%db%8c%d8%b3%d8%aa%d9%85-%d9%be%d8%a7%d8%b1%da%86%d9%87-%d8%a7%db%8c-%da%86%d9%86%d8%af-%d9%be%d8%b1%d9%88%d8%aa%da%a9%d9%84-%d9%be%d9%84-%d8%b2\/#%D9%88%DB%8C%DA%98%DA%AF%DB%8C_%D9%87%D8%A7%DB%8C_%DA%A9%D9%84%DB%8C%D8%AF%DB%8C\" >\u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b3%d8%a7%d8%ae%d8%aa%d9%86-%db%8c%da%a9-%d8%b3%db%8c%d8%b3%d8%aa%d9%85-%d9%be%d8%a7%d8%b1%da%86%d9%87-%d8%a7%db%8c-%da%86%d9%86%d8%af-%d9%be%d8%b1%d9%88%d8%aa%da%a9%d9%84-%d9%be%d9%84-%d8%b2\/#%D9%85%D8%B2%D8%A7%DB%8C%D8%A7%DB%8C%DB%8C_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%AC%D8%A7%D9%85%D8%B9%D9%87_A2A\" >\u0645\u0632\u0627\u06cc\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u062c\u0627\u0645\u0639\u0647 A2A<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b3%d8%a7%d8%ae%d8%aa%d9%86-%db%8c%da%a9-%d8%b3%db%8c%d8%b3%d8%aa%d9%85-%d9%be%d8%a7%d8%b1%da%86%d9%87-%d8%a7%db%8c-%da%86%d9%86%d8%af-%d9%be%d8%b1%d9%88%d8%aa%da%a9%d9%84-%d9%be%d9%84-%d8%b2\/#%D8%B4%D8%B1%D9%88%D8%B9\" >\u0634\u0631\u0648\u0639<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b3%d8%a7%d8%ae%d8%aa%d9%86-%db%8c%da%a9-%d8%b3%db%8c%d8%b3%d8%aa%d9%85-%d9%be%d8%a7%d8%b1%da%86%d9%87-%d8%a7%db%8c-%da%86%d9%86%d8%af-%d9%be%d8%b1%d9%88%d8%aa%da%a9%d9%84-%d9%be%d9%84-%d8%b2\/#%D8%AF%D8%B3%D8%AA%D9%88%D8%B1%D8%A7%D9%84%D8%B9%D9%85%D9%84_%D9%87%D8%A7%DB%8C_%D8%A2%DB%8C%D9%86%D8%AF%D9%87\" >\u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644 \u0647\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/nabfollower.com\/blog\/%d8%b3%d8%a7%d8%ae%d8%aa%d9%86-%db%8c%da%a9-%d8%b3%db%8c%d8%b3%d8%aa%d9%85-%d9%be%d8%a7%d8%b1%da%86%d9%87-%d8%a7%db%8c-%da%86%d9%86%d8%af-%d9%be%d8%b1%d9%88%d8%aa%da%a9%d9%84-%d9%be%d9%84-%d8%b2\/#%D9%BE%D8%A7%DB%8C%D8%A7%D9%86\" >\u067e\u0627\u06cc\u0627\u0646<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%DA%86%D8%A7%D9%84%D8%B4\"><\/span>\n<p>  \u0686\u0627\u0644\u0634<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0633\u0627\u0632\u0645\u0627\u0646 \u0647\u0627 \u0686\u0646\u062f\u06cc\u0646 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u062f\u0631 \u062d\u0627\u0644 \u0627\u062c\u0631\u0627 \u0647\u0633\u062a\u0646\u062f \u060c \u0628\u0631\u062e\u06cc \u0627\u0632 A2A \u0628\u0631\u0627\u06cc \u0627\u0631\u062a\u0628\u0627\u0637\u0627\u062a \u0639\u0627\u0645\u0644 \u0628\u0647 \u0639\u0627\u0645\u0644 \u0648 \u0628\u0631\u062e\u06cc \u062f\u06cc\u06af\u0631 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 MCP \u0628\u0631\u0627\u06cc \u062a\u0639\u0627\u0645\u0644 \u0645\u062f\u0644 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u0627\u06cc\u0646 \u0627\u063a\u0644\u0628 \u0645\u0646\u062c\u0631 \u0628\u0647:<\/p>\n<ul>\n<li>\u067e\u0627\u06cc\u06af\u0627\u0647\u0647\u0627\u06cc \u062f\u0627\u0646\u0634 \u062a\u06a9\u0647 \u062a\u06a9\u0647 \u0634\u062f\u0647<\/li>\n<li>\u0645\u06a9\u0627\u0646\u06cc\u0633\u0645 \u0647\u0627\u06cc \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u0645\u062a\u0646\u0627\u0642\u0636<\/li>\n<li>\u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0627\u0632 \u0686\u0646\u062f\u06cc\u0646 \u0633\u06cc\u0633\u062a\u0645<\/li>\n<li>\u0686\u0627\u0644\u0634 \u0647\u0627\u06cc \u0627\u062f\u063a\u0627\u0645<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%D8%B1%D8%A7%D9%87_%D8%AD%D9%84_%DB%8C%DA%A9_%D8%B3%DB%8C%D8%B3%D8%AA%D9%85_%D9%BE%D8%A7%D8%B1%DA%86%D9%87_%D8%A7%DB%8C_%DA%86%D9%86%D8%AF_%D9%BE%D8%B1%D9%88%D8%AA%DA%A9%D9%84_%D9%85%D8%AA%D8%AD%D8%AF_%DB%8C%DA%A9%D9%BE%D8%A7%D8%B1%DA%86%D9%87\"><\/span>\n<p>  \u0631\u0627\u0647 \u062d\u0644: \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u067e\u0627\u0631\u0686\u0647 \u0627\u06cc \u0686\u0646\u062f \u067e\u0631\u0648\u062a\u06a9\u0644 \u0645\u062a\u062d\u062f \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u0646 \u0633\u06cc\u0633\u062a\u0645\u06cc \u0631\u0627 \u062a\u0648\u0633\u0639\u0647 \u062f\u0627\u062f\u0647 \u0627\u0645 \u06a9\u0647 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u067e\u0631\u0648\u062a\u06a9\u0644 \u0647\u0627\u06cc A2A \u0648 \u200b\u200bMCP \u0631\u0627 \u0627\u062f\u063a\u0627\u0645 \u0645\u06cc \u06a9\u0646\u062f \u060c \u0648 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u062f\u0627\u0646\u0634 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0636\u0645\u0646 \u062d\u0641\u0638 \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u0647\u0627\u06cc \u062e\u0627\u0635 \u067e\u0631\u0648\u062a\u06a9\u0644 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0646\u062d\u0648\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u0622\u0646 \u0622\u0648\u0631\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A7%D8%AF%D8%BA%D8%A7%D9%85_A2a\"><\/span>\n<p>  \u0627\u062f\u063a\u0627\u0645 A2a<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u06cc\u0646 \u0633\u06cc\u0633\u062a\u0645 \u067e\u0631\u0648\u062a\u06a9\u0644 A2A \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0686\u0646\u062f\u06cc\u0646 \u0645\u0624\u0644\u0641\u0647 \u0627\u0635\u0644\u06cc \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<ol>\n<li>\n<strong>A2ARAGService<\/strong>: \u0639\u0645\u0644\u06cc\u0627\u062a RAG \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0627\u0635 \u0628\u0631\u0627\u06cc \u0639\u0648\u0627\u0645\u0644 A2A \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u062f<\/li>\n<li>\n<strong>yardsharea2acardcontroller<\/strong>: \u062a\u0639\u0627\u0645\u0644 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u06a9\u0627\u0631\u062a \u0628\u06cc\u0646 \u0639\u0648\u0627\u0645\u0644 \u0631\u0627 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0645\u06cc \u06a9\u0646\u062f<\/li>\n<li>\n<strong>\u062f\u0633\u062a\u06af\u06cc\u0631\u0646\u062f\u06af\u0627\u0646 \u0627\u0642\u062f\u0627\u0645 \u0633\u0641\u0627\u0631\u0634\u06cc<\/strong>: \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u062e\u0627\u0635 A2A \u0631\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc \u06a9\u0646\u062f (Lawnshareaction \u060c \u062d\u06cc\u0627\u0637)<\/li>\n<\/ol>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0631\u0627\u0628\u0637 A2A \u062f\u0631 \u0639\u0645\u0644 \u0628\u0647 \u0646\u0638\u0631 \u0645\u06cc \u0631\u0633\u062f:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F7r8n15rge9uujipxz44o.png\" alt=\"\u0634\u0631\u062d \u062a\u0635\u0648\u06cc\u0631\" loading=\"lazy\" width=\"800\" height=\"330\" title=\"\"><\/p>\n<p>\u0639\u0648\u0627\u0645\u0644 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0647 \u0635\u0648\u0631\u062a \u067e\u0648\u06cc\u0627 \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F3b4uhhz39zy7pqbkh6vr.png\" alt=\"\u0634\u0631\u062d \u062a\u0635\u0648\u06cc\u0631\" loading=\"lazy\" width=\"800\" height=\"275\" title=\"\"><\/p>\n<p>\u0633\u06cc\u0633\u062a\u0645 \u0631\u0648\u06cc\u062f\u0627\u062f \u0627\u0631\u062a\u0628\u0627\u0637\u0627\u062a \u0635\u0627\u0641 \u0648 \u0639\u0627\u0645\u0644 \u0631\u0627 \u062a\u0636\u0645\u06cc\u0646 \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fdj4vnencvks0d220bf1v.png\" alt=\"\u0634\u0631\u062d \u062a\u0635\u0648\u06cc\u0631\" loading=\"lazy\" width=\"800\" height=\"380\" title=\"\"><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A7%D8%AF%D8%BA%D8%A7%D9%85_MCP\"><\/span>\n<p>  \u0627\u062f\u063a\u0627\u0645 MCP<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0633\u0645\u062a MCP \u0627\u0632 \u0633\u06cc\u0633\u062a\u0645 \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc \u062a\u0639\u0627\u0645\u0644 \u0645\u062f\u0644 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<ol>\n<li>\n<strong>\u0631\u062c\u06cc\u0644<\/strong>: \u0646\u0642\u0637\u0647 \u067e\u0627\u06cc\u0627\u0646\u06cc \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 MCP<\/li>\n<li>\n<strong>\u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc<\/strong>: \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0627\u0646\u0639\u0637\u0627\u0641 \u067e\u0630\u06cc\u0631 \u0628\u0631\u0627\u06cc \u0632\u0645\u06cc\u0646\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0645\u062f\u0644<\/li>\n<li>\n<strong>\u0627\u062f\u063a\u0627\u0645 \u06a9\u0644\u0648\u062f \u0627\u0646\u0633\u0627\u0646 \u0634\u0646\u0627\u0633\u06cc<\/strong>: \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0646 MCP \u0628\u0627 \u06a9\u0644\u0648\u062f<\/li>\n<\/ol>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0646\u0645\u0627\u06cc\u0646\u062f\u0647 MCP \u062f\u0631 \u0639\u0645\u0644 \u0622\u0645\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fypz98se7sqv649lubuxu.png\" alt=\"\u0634\u0631\u062d \u062a\u0635\u0648\u06cc\u0631\" loading=\"lazy\" width=\"800\" height=\"537\" title=\"\"><\/p>\n<p>\u062c\u0631\u06cc\u0627\u0646 \u0645\u06a9\u0627\u0644\u0645\u0647 \u0632\u0645\u06cc\u0646\u0647 \u0631\u0627 \u062d\u0641\u0638 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0627\u0632 \u062a\u0639\u0627\u0645\u0644 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F2tgv3f1fun2z7a9yk2zi.png\" alt=\"\u0634\u0631\u062d \u062a\u0635\u0648\u06cc\u0631\" loading=\"lazy\" width=\"800\" height=\"635\" title=\"\"><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fdhx2nl69zboemkbb0smc.png\" alt=\"\u0634\u0631\u062d \u062a\u0635\u0648\u06cc\u0631\" loading=\"lazy\" width=\"800\" height=\"705\" title=\"\"><\/p>\n<p>\u0631\u0648\u0646\u062f \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc RAG \u062f\u0631 \u0639\u0645\u0644:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fnmfggdlk3lznndof833w.png\" alt=\"\u0634\u0631\u062d \u062a\u0635\u0648\u06cc\u0631\" loading=\"lazy\" width=\"800\" height=\"744\" title=\"\"><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%A7%D8%AC%D8%B1%D8%A7%DB%8C_%D9%81%D9%86%DB%8C\"><\/span>\n<p>  \u0627\u062c\u0631\u0627\u06cc \u0641\u0646\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A7%D8%AC%D8%B2%D8%A7%DB%8C_%D8%A7%D8%B5%D9%84%DB%8C\"><\/span>\n<p>  \u0627\u062c\u0632\u0627\u06cc \u0627\u0635\u0644\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight java\"><code><span class=\"c1\">\/\/ Key service for A2A RAG operations<\/span>\n<span class=\"nd\">@Service<\/span>\n<span class=\"kd\">public<\/span> <span class=\"kd\">class<\/span> <span class=\"nc\">A2ARagService<\/span> <span class=\"o\">{<\/span>\n    <span class=\"c1\">\/\/ Handles RAG operations for A2A protocol<\/span>\n<span class=\"o\">}<\/span>\n\n<span class=\"c1\">\/\/ Controller for unified retrieval<\/span>\n<span class=\"nd\">@RestController<\/span>\n<span class=\"kd\">public<\/span> <span class=\"kd\">class<\/span> <span class=\"nc\">RagRetrivalController<\/span> <span class=\"o\">{<\/span>\n    <span class=\"c1\">\/\/ Supports both A2A and MCP retrievals<\/span>\n<span class=\"o\">}<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<h3><span class=\"ez-toc-section\" id=\"%D9%BE%DB%8C%DA%A9%D8%B1%D8%A8%D9%86%D8%AF%DB%8C\"><\/span>\n<p>  \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0633\u06cc\u0633\u062a\u0645 \u0627\u0632 \u06cc\u06a9 \u0631\u0648\u0634 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0627\u0646\u0639\u0637\u0627\u0641 \u067e\u0630\u06cc\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<ol>\n<li>\n<code>application.yml<\/code>  \u0628\u0631\u0627\u06cc \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0627\u0635\u0644\u06cc<\/li>\n<li>\n<code>tools4ai.properties<\/code>  \u0628\u0631\u0627\u06cc \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u062e\u0627\u0635 AI<\/li>\n<\/ol>\n<h3><span class=\"ez-toc-section\" id=\"%D9%88%DB%8C%DA%98%DA%AF%DB%8C_%D9%87%D8%A7%DB%8C_%DA%A9%D9%84%DB%8C%D8%AF%DB%8C\"><\/span>\n<p>  \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol>\n<li>\n<p><strong>\u0644\u0627\u06cc\u0647 \u0627\u0646\u062a\u0632\u0627\u0639 \u067e\u0631\u0648\u062a\u06a9\u0644<\/strong><\/p>\n<ul>\n<li>\u0631\u0627\u0628\u0637 \u0645\u0634\u062a\u0631\u06a9 \u0628\u0631\u0627\u06cc \u0647\u0631 \u062f\u0648 \u067e\u0631\u0648\u062a\u06a9\u0644<\/li>\n<li>\u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u0647\u0627\u06cc \u062e\u0627\u0635 \u067e\u0631\u0648\u062a\u06a9\u0644<\/li>\n<li>\u0646\u0642\u0627\u0637 \u067e\u0627\u06cc\u0627\u0646\u06cc \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u0645\u062a\u062d\u062f<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>\u0645\u062f\u06cc\u0631\u06cc\u062a \u0639\u0627\u0645\u0644 \u067e\u0648\u06cc\u0627<\/strong><\/p>\n<ul>\n<li>\u0627\u0641\u0632\u0648\u062f\u0646\/\u062d\u0630\u0641 \u0639\u0627\u0645\u0644 \u0632\u0645\u0627\u0646 \u0627\u062c\u0631\u0627<\/li>\n<li>\u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0639\u0627\u0645\u0644 \u0627\u0646\u0639\u0637\u0627\u0641 \u067e\u0630\u06cc\u0631<\/li>\n<li>\u0627\u0631\u062a\u0628\u0627\u0637\u0627\u062a \u0645\u062d\u0648\u0631 \u0631\u0648\u06cc\u062f\u0627\u062f<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>\u067e\u0634\u062a\u06cc rag \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647<\/strong><\/p>\n<ul>\n<li>\u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u0646\u0634 \u0645\u0634\u062a\u0631\u06a9<\/li>\n<li>\u0645\u06a9\u0627\u0646\u06cc\u0633\u0645 \u0647\u0627\u06cc \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u0645\u062f\u0627\u0648\u0645<\/li>\n<li>\u0642\u0627\u0644\u0628 \u0628\u0646\u062f\u06cc \u067e\u0627\u0633\u062e \u0622\u06af\u0627\u0647 \u067e\u0631\u0648\u062a\u06a9\u0644<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D8%B2%D8%A7%DB%8C%D8%A7%DB%8C%DB%8C_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%AC%D8%A7%D9%85%D8%B9%D9%87_A2A\"><\/span>\n<p>  \u0645\u0632\u0627\u06cc\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u062c\u0627\u0645\u0639\u0647 A2A<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ol>\n<li>\n<p><strong>\u0627\u062f\u063a\u0627\u0645 \u0628\u062f\u0648\u0646 \u062f\u0631\u0632<\/strong><\/p>\n<ul>\n<li>\u0627\u062f\u063a\u0627\u0645 \u0622\u0633\u0627\u0646 \u0628\u0627 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc A2A \u0645\u0648\u062c\u0648\u062f<\/li>\n<li>\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 MCP \u0628\u062f\u0648\u0646 \u0634\u06a9\u0633\u062a\u0646 \u0639\u0645\u0644\u06a9\u0631\u062f A2A<\/li>\n<li>\u0645\u0633\u06cc\u0631 \u0645\u0647\u0627\u062c\u0631\u062a \u062a\u062f\u0631\u06cc\u062c\u06cc \u0628\u0631\u0627\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u0645\u06cc\u0631\u0627\u062b<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>\u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647<\/strong><\/p>\n<ul>\n<li>\u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u0647\u0631 \u062f\u0648 \u0645\u062f\u0644 A2A \u0648 \u200b\u200bMCP<\/li>\n<li>\u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u062f\u0627\u0646\u0634 \u0645\u062a\u062d\u062f<\/li>\n<li>\u0642\u0627\u0644\u0628 \u0628\u0646\u062f\u06cc \u067e\u0627\u0633\u062e \u0645\u062f\u0627\u0648\u0645<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>\u0645\u0639\u0645\u0627\u0631\u06cc \u0636\u062f \u0622\u06cc\u0646\u062f\u0647<\/strong><\/p>\n<ul>\n<li>\u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0646 \u067e\u0631\u0648\u062a\u06a9\u0644 \u0647\u0627\u06cc \u062c\u062f\u06cc\u062f<\/li>\n<li>\u0637\u0631\u0627\u062d\u06cc \u0645\u0642\u06cc\u0627\u0633 \u067e\u0630\u06cc\u0631<\/li>\n<li>\u067e\u0627\u06cc\u0647 \u06a9\u062f \u0642\u0627\u0628\u0644 \u062d\u0641\u0638<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"%D8%B4%D8%B1%D9%88%D8%B9\"><\/span>\n<p>  \u0634\u0631\u0648\u0639<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ol>\n<li>\u06a9\u0644\u0648\u0646 \u0645\u062e\u0632\u0646<\/li>\n<li>\u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:\n<\/li>\n<\/ol>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code>   java <span class=\"nt\">-jar<\/span> mcp-rag.jar\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D8%AF%D8%B3%D8%AA%D9%88%D8%B1%D8%A7%D9%84%D8%B9%D9%85%D9%84_%D9%87%D8%A7%DB%8C_%D8%A2%DB%8C%D9%86%D8%AF%D9%87\"><\/span>\n<p>  \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644 \u0647\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ol>\n<li>\n<p><strong>\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u067e\u0631\u0648\u062a\u06a9\u0644 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647<\/strong><\/p>\n<ul>\n<li>\u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0646 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0628\u0631\u0627\u06cc \u067e\u0631\u0648\u062a\u06a9\u0644 \u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u06cc\u0634\u062a\u0631<\/li>\n<li>\u0645\u0630\u0627\u06a9\u0631\u0647 \u067e\u0631\u0648\u062a\u06a9\u0644 \u0628\u0647\u0628\u0648\u062f \u06cc\u0627\u0641\u062a\u0647<\/li>\n<li>\u0633\u0648\u0626\u06cc\u0686\u06cc\u0646\u06af \u067e\u0631\u0648\u062a\u06a9\u0644 \u067e\u0648\u06cc\u0627<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>\u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u067e\u0627\u0631\u0686\u0647 \u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647<\/strong><\/p>\n<ul>\n<li>\u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u0686\u0646\u062f \u062d\u0627\u0644\u062a\u0647<\/li>\n<li>\u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u0647\u0627\u06cc \u0622\u06af\u0627\u0647\u0627\u0646\u0647<\/li>\n<li>\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u0631\u062a\u0628\u0647 \u0628\u0646\u062f\u06cc \u0628\u0647\u0628\u0648\u062f \u06cc\u0627\u0641\u062a\u0647<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>\u0627\u062f\u063a\u0627\u0645 \u062c\u0627\u0645\u0639\u0647<\/strong><\/p>\n<ul>\n<li>\u0633\u06cc\u0633\u062a\u0645 \u0627\u0641\u0632\u0648\u0646\u0647 \u0628\u0631\u0627\u06cc \u067e\u0631\u0648\u062a\u06a9\u0644 \u0647\u0627\u06cc \u0633\u0641\u0627\u0631\u0634\u06cc<\/li>\n<li>\u067e\u0627\u06cc\u06af\u0627\u0647\u0647\u0627\u06cc \u062f\u0627\u0646\u0634 \u0645\u0634\u062a\u0631\u06a9<\/li>\n<li>\u067e\u06cc\u0634\u0631\u0641\u062a \u0647\u0627\u06cc \u062c\u0627\u0645\u0639\u0647 \u0645\u062d\u0648\u0631<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"%D9%BE%D8%A7%DB%8C%D8%A7%D9%86\"><\/span>\n<p>  \u067e\u0627\u06cc\u0627\u0646<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u06cc\u0646 \u0633\u06cc\u0633\u062a\u0645 RAG \u0686\u0646\u062f \u067e\u0631\u0648\u062a\u06a9\u0644 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0636\u0645\u0646 \u062d\u0641\u0638 \u0646\u0642\u0627\u0637 \u0642\u0648\u062a \u0647\u0631 \u06cc\u06a9 \u0627\u0632 \u067e\u0631\u0648\u062a\u06a9\u0644 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0628\u0631\u0637\u0631\u0641 \u06a9\u0646\u06cc\u0645. \u0628\u0631\u0627\u06cc \u062c\u0627\u0645\u0639\u0647 A2A \u060c \u0627\u06cc\u0646 \u0628\u062f\u0627\u0646 \u0645\u0639\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc A2A \u0648 \u200b\u200bMCP \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f \u0628\u062f\u0648\u0646 \u0627\u06cc\u0646\u06a9\u0647 \u0628\u0647 \u062e\u0637\u0631 \u0628\u06cc\u0641\u062a\u062f. \u0627\u06cc\u0646 \u0633\u06cc\u0633\u062a\u0645 \u0636\u0645\u0646 \u062d\u0641\u0638 \u0627\u0631\u062a\u0628\u0627\u0637\u0627\u062a \u0642\u0648\u06cc \u0639\u0627\u0645\u0644 \u0628\u0647 \u0639\u0627\u0645\u0644 \u06a9\u0647 A2A \u0631\u0627 \u062e\u0627\u0635 \u0645\u06cc \u06a9\u0646\u062f \u060c \u0637\u0631\u062d \u0627\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u062f\u063a\u0627\u0645 \u067e\u0631\u0648\u062a\u06a9\u0644 \u0622\u06cc\u0646\u062f\u0647 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u0645\u0646 \u0627\u0632 \u06a9\u0645\u06a9 \u0647\u0627 \u0648 \u0628\u0627\u0632\u062e\u0648\u0631\u062f \u062c\u0627\u0645\u0639\u0647 \u0627\u0633\u062a\u0642\u0628\u0627\u0644 \u0645\u06cc \u06a9\u0646\u0645. \u0628\u0627 \u0647\u0645 \u060c \u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u06cc\u06a9 \u0627\u06a9\u0648\u0633\u06cc\u0633\u062a\u0645 AI \u0645\u062a\u0635\u0644 \u062a\u0631 \u0648 \u062a\u0648\u0627\u0646\u0645\u0646\u062f\u062a\u0631 \u0628\u0633\u0627\u0632\u06cc\u0645.<\/p>\n<hr\/>\n<p><em>\u0627\u0641\u06a9\u0627\u0631 \u0648 \u062a\u062c\u0631\u0628\u06cc\u0627\u062a \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u0646\u0638\u0631\u0627\u062a \u0632\u06cc\u0631 \u0628\u0647 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