{"id":5053,"date":"2025-10-14T01:04:02","date_gmt":"2025-10-13T21:34:02","guid":{"rendered":"https:\/\/aidreamslab.com\/blog\/%d9%86%d8%ad%d9%88%d9%87-%d8%a7%d8%b1%d8%b2%db%8c%d8%a7%d8%a8%db%8c-%d9%be%d8%a7%db%8c%d9%be%d9%84%d8%a7%db%8c%d9%86-rag-%d8%a8%d8%a7-%d8%af%d8%a7%d8%af%d9%87%d9%87%d8%a7%db%8c\/"},"modified":"2025-10-14T01:04:12","modified_gmt":"2025-10-13T21:34:12","slug":"%d9%86%d8%ad%d9%88%d9%87-%d8%a7%d8%b1%d8%b2%db%8c%d8%a7%d8%a8%db%8c-%d9%be%d8%a7%db%8c%d9%be%d9%84%d8%a7%db%8c%d9%86-rag-%d8%a8%d8%a7-%d8%af%d8%a7%d8%af%d9%87%d9%87%d8%a7%db%8c","status":"publish","type":"post","link":"https:\/\/aidreamslab.com\/blog\/%d9%86%d8%ad%d9%88%d9%87-%d8%a7%d8%b1%d8%b2%db%8c%d8%a7%d8%a8%db%8c-%d9%be%d8%a7%db%8c%d9%be%d9%84%d8%a7%db%8c%d9%86-rag-%d8%a8%d8%a7-%d8%af%d8%a7%d8%af%d9%87%d9%87%d8%a7%db%8c\/","title":{"rendered":"\u0646\u062d\u0648\u0647 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u067e\u0627\u06cc\u067e\u200c\u0644\u0627\u06cc\u0646 RAG \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u0635\u0646\u0648\u0639\u06cc"},"content":{"rendered":"<h2>\u0645\u0642\u062f\u0645\u0647<\/h2>\n<p>\u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u0627\u0645\u0631\u0648\u0632\u060c \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 <strong>\u0646\u062a\u0627\u062c\u200c\u0627\u0641\u0632\u0648\u062f\u0647 \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc (RAG)<\/strong>\u060c \u0628\u0647 \u06cc\u06a9\u06cc \u0627\u0632 \u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u062a\u0628\u062f\u06cc\u0644 \u0634\u062f\u0647 \u0627\u0633\u062a. RAG \u0628\u0647 \u062a\u0631\u06a9\u06cc\u0628 \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0632 \u0645\u0646\u0627\u0628\u0639 \u0645\u062e\u062a\u0644\u0641 \u0648 \u062a\u0648\u0644\u06cc\u062f \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc (LLM) \u0627\u0634\u0627\u0631\u0647 \u062f\u0627\u0631\u062f. \u0628\u0647\u200c\u062f\u0633\u062a \u0622\u0648\u0631\u062f\u0646 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u062f\u0642\u06cc\u0642 \u0627\u0632 \u0635\u062d\u062a \u0648 \u062f\u0642\u062a \u0627\u06cc\u0646 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u060c \u0628\u0647 \u0645\u0631\u0627\u062a\u0628 \u0627\u0647\u0645\u06cc\u062a \u0628\u06cc\u0634\u062a\u0631\u06cc \u067e\u06cc\u062f\u0627 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u062e\u0635\u0648\u0635\u0627\u064b \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0645\u0627 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0631\u0627\u06cc \u0634\u0628\u06cc\u0647\u200c\u0633\u0627\u0632\u06cc \u0634\u0631\u0627\u06cc\u0637 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645.<\/p>\n<h2>\u0686\u0631\u0627 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u067e\u0627\u06cc\u067e\u200c\u0644\u0627\u06cc\u0646 RAG \u0645\u0647\u0645 \u0627\u0633\u062a\u061f<\/h2>\n<p>\u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u067e\u0627\u06cc\u067e\u200c\u0644\u0627\u06cc\u0646 RAG \u0628\u0647 \u0645\u0627 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f \u062a\u0627 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0645\u0627 \u0628\u0647 \u062f\u0631\u0633\u062a\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627 \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u06a9\u0646\u062f \u0648 \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u0635\u062d\u06cc\u062d \u0648 \u0645\u062a\u0646\u0627\u0633\u0628 \u0628\u0627 \u0632\u0645\u06cc\u0646\u0647 \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u062f. \u0627\u0632 \u0622\u0646\u062c\u0627 \u06a9\u0647 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0648 \u067e\u0627\u0633\u062e\u200c\u0647\u0627 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0647 \u0645\u0646\u0627\u0628\u0639 \u063a\u06cc\u0631\u0648\u0627\u0642\u0639\u06cc \u06cc\u0627 \u0646\u0627\u0645\u0639\u062a\u0628\u0631 \u0645\u062a\u06a9\u06cc \u0628\u0627\u0634\u0646\u062f\u060c \u0627\u06cc\u0646 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0628\u0647 \u0645\u0627 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u0646\u0642\u0627\u0637 \u0636\u0639\u0641 \u0648 \u0642\u0648\u062a \u0633\u06cc\u0633\u062a\u0645 \u0631\u0627 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06a9\u0646\u06cc\u0645. \u0628\u0647\u200c\u0639\u0644\u0627\u0648\u0647\u060c \u0627\u06cc\u0646 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0627\u0645\u06a9\u0627\u0646 \u0645\u0642\u0627\u06cc\u0633\u0647 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0631\u0627 \u0646\u06cc\u0632 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f.<\/p>\n<h2>\u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u067e\u0627\u06cc\u067e\u200c\u0644\u0627\u06cc\u0646 RAG \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u0635\u0646\u0648\u0639\u06cc<\/h2>\n<h3>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u0635\u0646\u0648\u0639\u06cc<\/h3>\n<p>\u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0647 \u0645\u0627 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u06a9\u0647 \u0633\u0646\u0627\u0631\u06cc\u0648\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0631\u0627 \u0634\u0628\u06cc\u0647\u200c\u0633\u0627\u0632\u06cc \u06a9\u0646\u06cc\u0645\u060c \u0628\u062f\u0648\u0646 \u0627\u06cc\u0646\u06a9\u0647 \u0628\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0648\u0627\u0642\u0639\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0648\u0627\u0628\u0633\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645. \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0634\u0627\u0645\u0644 \u0645\u062a\u0648\u0646\u060c \u0633\u0648\u0627\u0644\u0627\u062a \u0648 \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647 \u0628\u0627\u0634\u0646\u062f \u06a9\u0647 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0627\u0635 \u0628\u0631\u0627\u06cc \u062a\u0633\u062a RAG \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647\u200c\u0627\u0646\u062f. \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0633\u06cc\u0633\u062a\u0645 \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u0634\u0631\u0627\u06cc\u0637 \u0645\u062a\u0641\u0627\u0648\u062a \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<h3>\u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc<\/h3>\n<p>\u0628\u0631\u0627\u06cc \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc\u060c \u0628\u0627\u06cc\u062f \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u062f\u0642\u06cc\u0642\u06cc \u0631\u0627 \u062a\u0639\u06cc\u06cc\u0646 \u06a9\u0646\u06cc\u0645. \u0628\u0631\u062e\u06cc \u0627\u0632 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0634\u0627\u0645\u0644:<\/p>\n<ul>\n<li><strong>\u06a9\u06cc\u0641\u06cc\u062a \u067e\u0627\u0633\u062e:<\/strong> \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0622\u06cc\u0627 \u067e\u0627\u0633\u062e\u200c\u0647\u0627 \u0628\u0647 \u0633\u0648\u0627\u0644\u0627\u062a \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0645\u0631\u062a\u0628\u0637 \u0648 \u062f\u0642\u06cc\u0642 \u0647\u0633\u062a\u0646\u062f.<\/li>\n<li><strong>\u0633\u0631\u0639\u062a \u067e\u0627\u0633\u062e\u200c\u062f\u0647\u06cc:<\/strong> \u0632\u0645\u0627\u0646 \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0633\u0648\u0627\u0644\u0627\u062a \u0648 \u0627\u0631\u0627\u0626\u0647 \u067e\u0627\u0633\u062e.<\/li>\n<li><strong>\u062a\u0646\u0648\u0639 \u067e\u0627\u0633\u062e\u200c\u0647\u0627:<\/strong> \u0628\u0631\u0631\u0633\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u0622\u06cc\u0627 \u0633\u06cc\u0633\u062a\u0645 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u062a\u0648\u0644\u06cc\u062f \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u0648\u0639 \u0648 \u062e\u0644\u0627\u0642\u0627\u0646\u0647 \u0631\u0627 \u062f\u0627\u0631\u062f \u06cc\u0627 \u062e\u06cc\u0631.<\/li>\n<\/ul>\n<h2>\u0686\u0627\u0644\u0634\u200c\u0647\u0627 \u062f\u0631 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u067e\u0627\u06cc\u067e\u200c\u0644\u0627\u06cc\u0646 RAG<\/h2>\n<p>\u062f\u0631 \u062d\u06cc\u0646 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u067e\u0627\u06cc\u067e\u200c\u0644\u0627\u06cc\u0646 RAG\u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0627 \u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc\u06cc \u0645\u0648\u0627\u062c\u0647 \u0634\u0648\u06cc\u0645. \u06cc\u06a9\u06cc \u0627\u0632 \u0686\u0627\u0644\u0634\u200c\u0647\u0627\u060c \u0639\u062f\u0645 \u0648\u062c\u0648\u062f \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0648 \u0645\u0639\u062a\u0628\u0631 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0645\u0627 \u062f\u0631 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u062f\u0642\u06cc\u0642 \u0646\u062a\u0627\u06cc\u062c \u062f\u0633\u062a\u200c\u062e\u0648\u0631\u062f\u0647 \u0627\u0632 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc LLM \u0644\u0637\u0645\u0647 \u0628\u0632\u0646\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u06a9\u0627\u0631 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0645\u0646\u062c\u0631 \u0628\u0647 <strong>\u0647\u0627\u0644\u0648\u0633\u06cc\u0646\u0627\u0633\u06cc\u0648\u0646<\/strong> (hallucination) \u062f\u0631 \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647 \u0634\u0648\u062f\u060c \u0628\u0647\u200c\u0637\u0648\u0631\u06cc \u06a9\u0647 \u0645\u062f\u0644\u200c\u0647\u0627 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0646\u0627\u062f\u0631\u0633\u062a \u06cc\u0627 \u063a\u06cc\u0631\u0648\u0627\u0642\u0639\u06cc \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u0646\u062f.<\/p>\n<h2>\u062c\u0645\u0639\u200c\u0628\u0646\u062f\u06cc<\/h2>\n<p>\u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u067e\u0627\u06cc\u067e\u200c\u0644\u0627\u06cc\u0646 RAG \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0641\u0631\u0622\u06cc\u0646\u062f \u062d\u06cc\u0627\u062a\u06cc \u062f\u0631 \u062a\u0648\u0633\u0639\u0647 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0642\u0627\u0628\u0644\u200c\u062a\u0648\u062c\u0647 \u0627\u0633\u062a. \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u062f\u0642\u06cc\u0642\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u06cc\u06a9\u0646\u0648\u0627\u062e\u062a\u06cc \u0648 \u062f\u0642\u062a \u0633\u06cc\u0633\u062a\u0645 \u0631\u0627 \u0628\u0647\u0628\u0648\u062f \u0628\u062e\u0634\u06cc\u0645. \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u0627\u06cc\u0646 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc\u200c\u0647\u0627 \u0628\u0647 \u0645\u0627 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f \u062a\u0627 \u0645\u0637\u0645\u0626\u0646 \u0634\u0648\u06cc\u0645 \u06a9\u0647 \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u060c \u0628\u0647 \u0648\u0627\u0642\u0639\u06cc\u062a \u0646\u0632\u062f\u06cc\u06a9\u200c\u062a\u0631 \u0647\u0633\u062a\u0646\u062f \u0648 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u062f\u0631 \u0634\u0631\u0627\u06cc\u0637 \u0648\u0627\u0642\u0639\u06cc \u0645\u0641\u06cc\u062f \u0648\u0627\u0642\u0639 \u0634\u0648\u0646\u062f.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0645\u0642\u062f\u0645\u0647 \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u0627\u0645\u0631\u0648\u0632\u060c \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u0646\u062a\u0627\u062c\u200c\u0627\u0641\u0632\u0648\u062f\u0647 \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc (RAG)\u060c \u0628\u0647 \u06cc\u06a9\u06cc \u0627\u0632 \u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u062a\u0628\u062f\u06cc\u0644 \u0634\u062f\u0647 \u0627\u0633\u062a. RAG \u0628\u0647 \u062a\u0631\u06a9\u06cc\u0628 \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0632 \u0645\u0646\u0627\u0628\u0639 \u0645\u062e\u062a\u0644\u0641 \u0648 \u062a\u0648\u0644\u06cc\u062f \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc (LLM) \u0627\u0634\u0627\u0631\u0647 \u062f\u0627\u0631\u062f. \u0628\u0647\u200c\u062f\u0633\u062a \u0622\u0648\u0631\u062f\u0646 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u062f\u0642\u06cc\u0642 \u0627\u0632 \u0635\u062d\u062a \u0648 \u062f\u0642\u062a \u0627\u06cc\u0646 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u060c \u0628\u0647 \u0645\u0631\u0627\u062a\u0628 [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":5054,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_focuskw":"\u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u067e\u0627\u06cc\u067e\u200c\u0644\u0627\u06cc\u0646 RAG","_yoast_wpseo_title":"\u0646\u062d\u0648\u0647 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u067e\u0627\u06cc\u067e\u200c\u0644\u0627\u06cc\u0646 RAG \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u0635\u0646\u0648\u0639\u06cc","_yoast_wpseo_metadesc":"\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u067e\u0627\u06cc\u067e\u200c\u0644\u0627\u06cc\u0646 RAG \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u06a9\u0634\u0641 \u0646\u0642\u0627\u0637 \u0642\u0648\u062a \u0648 \u0636\u0639\u0641 \u062f\u0631 \u0627\u0639\u0645\u0627\u0644 LLM.","_uag_custom_page_level_css":"","footnotes":""},"categories":[45],"tags":[57,50,46],"class_list":["post-5053","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-education","tag-ai-2","tag-50","tag-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.6 (Yoast SEO v26.0) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u0646\u062d\u0648\u0647 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u067e\u0627\u06cc\u067e\u200c\u0644\u0627\u06cc\u0646 RAG \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u0635\u0646\u0648\u0639\u06cc<\/title>\n<meta name=\"description\" content=\"\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u067e\u0627\u06cc\u067e\u200c\u0644\u0627\u06cc\u0646 RAG \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u06a9\u0634\u0641 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