{"id":72,"date":"2025-02-08T14:37:27","date_gmt":"2025-02-08T19:37:27","guid":{"rendered":"https:\/\/businessphysics.ai\/?page_id=72"},"modified":"2025-02-08T14:37:28","modified_gmt":"2025-02-08T19:37:28","slug":"research-protocol","status":"publish","type":"page","link":"https:\/\/businessphysics.ai\/ar\/research-protocol\/","title":{"rendered":"\u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644 \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u062e\u0627\u0635 \u0628\u0646\u0627"},"content":{"rendered":"<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n\n\n\n<h1 class=\"wp-block-heading\"><strong>\u0646\u0647\u062c \u0627\u0644\u0628\u062d\u062b \u0641\u064a \u0645\u062e\u062a\u0628\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u0641\u064a\u0632\u064a\u0627\u0621 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629<\/strong><\/h1>\n\n\n\n<h3 class=\"wp-block-heading\"><em>\u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0634\u0627\u0645\u0644 \u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0648\u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062f\u0645\u062c LLMs \u0648LQMs \u0648RAG<\/em><\/h3>\n\n\n\n<p>\u0647\u0630\u0647 \u0647\u064a <strong>\u0645\u0648\u0633\u0639\u0629 \u0628\u0627\u0644\u0643\u0627\u0645\u0644 \u0648\u0634\u0627\u0645\u0644\u0629<\/strong> \u0646\u0633\u062e\u0629 \u0645\u0646 <strong>\u0645\u0633\u0627\u0631 \u062a\u0639\u0644\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u0628\u0646\u0627\u0621 \u0639\u0644\u0649 <strong>12 \u0628\u064a\u0626\u0629 \u0639\u0645\u0644\u060c \u064820 \u0645\u0628\u062f\u0623\u064b \u0644\u0641\u064a\u0632\u064a\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644\u060c \u064810 \u0639\u0648\u0627\u0645\u0644 \u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629<\/strong> \u0644\u0636\u0645\u0627\u0646 <strong>\u064a\u062a\u0645 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u062f\u0642\u0629 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0641\u064a \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\ud83d\udd39 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0623\u0648\u0644: \u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0641\u064a\u0632\u064a\u0627\u0621 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629<\/strong><\/h2>\n\n\n\n<p><em>(\u0627\u0644\u0647\u062f\u0641: \u0625\u0646\u0634\u0627\u0621 \u0623\u0633\u0627\u0633 \u0634\u0627\u0645\u0644 \u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0623\u0639\u0645\u0627\u0644\u060c \u0645\u0639 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0648\u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0648\u0627\u0644\u062a\u062d\u0633\u064a\u0646.)<\/em><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\ud83d\udccc \u0627\u0644\u0648\u062d\u062f\u0629 1: \u0645\u0642\u062f\u0645\u0629 \u0639\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0648\u0627\u0644\u0641\u064a\u0632\u064a\u0627\u0621 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0645\u0648\u0636\u0648\u0639\u064a:<\/strong><\/h4>\n\n\n\n<p>\u0641\u0647\u0645 \u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0643\u0645\u0627 \u064a\u062a\u0645 \u062a\u0637\u0628\u064a\u0642\u0647\u0627 \u0639\u0644\u0649 \u0641\u064a\u0632\u064a\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644\u060c <strong>12 \u0628\u064a\u0626\u0629 \u0639\u0645\u0644<\/strong>, <strong>20 \u0645\u0628\u062f\u0623 \u0641\u064a \u0627\u0644\u0641\u064a\u0632\u064a\u0627\u0621 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629<\/strong>\u060c \u0648\u062f\u0648\u0631 <strong>10 \u0639\u0648\u0627\u0645\u0644 \u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629<\/strong> \u0641\u064a \u0645\u062d\u0627\u0643\u0627\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0646\u0638\u0631\u0629 \u0639\u0627\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0623\u0639\u0645\u0627\u0644:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u062a\u0639\u0631\u064a\u0641 \u0648\u0646\u0637\u0627\u0642 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0623\u0639\u0645\u0627\u0644.<\/li>\n\n\n\n<li>\u0641\u0626\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0636\u064a\u0642\u060c \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0639\u0627\u0645\u060c \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0641\u0627\u0626\u0642).<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0645\u0642\u062f\u0645\u0629 \u0641\u064a \u0641\u064a\u0632\u064a\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0643\u064a\u0641 \u064a\u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0639 <strong>12 \u0628\u064a\u0626\u0629 \u0639\u0645\u0644<\/strong>.<\/li>\n\n\n\n<li>\u062f\u0648\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0623\u0639\u0645\u0627\u0644 <strong>\u0627\u0644\u0632\u062e\u0645 \u0648\u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0643\u064a\u0641 \u0648\u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0648\u0628\u0646\u0627\u0621 \u0627\u0644\u062b\u0642\u0629<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0641\u0647\u0645 10 \u0648\u0643\u0644\u0627\u0621 \u0645\u062e\u062a\u0628\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0641\u064a\u0632\u064a\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0643\u064a\u0641 \u064a\u0639\u0645\u0644 \u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644<\/strong>.<\/li>\n\n\n\n<li>\u0623\u0647\u0645\u064a\u0629 <strong>\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0628\u064a\u0646 \u0639\u062f\u0629 \u0648\u0643\u0644\u0627\u0621<\/strong> \u0641\u064a \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0623\u0639\u0645\u0627\u0644.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u062a\u0645\u0631\u064a\u0646 \u0639\u0645\u0644\u064a:<\/strong><\/h4>\n\n\n\n<p>\ud83d\udd39 <strong>\u062a\u0637\u0648\u064a\u0631 \u062e\u0631\u064a\u0637\u0629 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>:\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a\u0647\u0627 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u062f\u0627\u062e\u0644 \u0627\u0644\u0634\u0631\u0643\u0629\u060c \u0648\u0631\u0628\u0637 \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0640 <strong>\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0641\u064a\u0632\u064a\u0627\u0621 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\ud83d\udccc \u0627\u0644\u0648\u062d\u062f\u0629 2: \u0641\u0647\u0645 \u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644\u060c \u0648\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062c\u0648\u062f\u0629\u060c \u0648RAG \u0641\u064a \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0645\u0648\u0636\u0648\u0639\u064a:<\/strong><\/h4>\n\n\n\n<p>\u0627\u0644\u063a\u0648\u0635 \u0627\u0644\u0639\u0645\u064a\u0642 \u0641\u064a <strong>\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs)\u060c \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0643\u0645\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LQMs)\u060c \u0648\u0627\u0644\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0645\u0639\u0632\u0632 \u0628\u0627\u0644\u0627\u0633\u062a\u0631\u062c\u0627\u0639 (RAG)<\/strong> \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0647\u0627 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0623\u0639\u0645\u0627\u0644.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0627\u0633\u062a\u0631\u062c\u0627\u0639 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0648\u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631<\/strong>.<\/li>\n\n\n\n<li>\u0627\u0633\u062a\u062e\u062f\u0627\u0645 <strong>GPT-4\u060c LLaMA\u060c Claude\u060c \u0648PaLM<\/strong> \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u0639\u0645\u0627\u0644.<\/li>\n\n\n\n<li>\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 <strong>\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0639\u0642\u0648\u062f\u060c \u0648\u062f\u0639\u0645 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0646\u0641\u064a\u0630\u064a\u0629<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0641\u064a \u0627\u0644\u0623\u0639\u0645\u0627\u0644:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0627\u0644\u062a\u0646\u0628\u0624 \u0627\u0644\u0645\u0627\u0644\u064a\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u062a\u0648\u0631\u064a\u062f\u060c \u0648\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0645\u062e\u0627\u0637\u0631<\/strong>.<\/li>\n\n\n\n<li>\u0627\u0633\u062a\u062e\u062f\u0627\u0645 LQMs \u0644\u0640 <strong>\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0633\u0648\u0642 \u0648\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0648\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629<\/strong>.<\/li>\n\n\n\n<li>\u0645\u062b\u0627\u0644: \u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0645\u062d\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0633\u0648\u0642 \u0627\u0644\u0623\u0648\u0631\u0627\u0642 \u0627\u0644\u0645\u0627\u0644\u064a\u0629<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>RAG \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0623\u0639\u0645\u0627\u0644:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0627\u0633\u062a\u0631\u062c\u0627\u0639 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a\u064a\u0629 \u0639\u0646 \u0627\u0644\u0633\u0648\u0642<\/strong>.<\/li>\n\n\n\n<li>\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u062d\u0627\u0644\u0629: <strong>\u0627\u0633\u062a\u062e\u062f\u0627\u0645 RAG \u0644\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0648\u0627\u0644\u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629 \u0641\u064a \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0645\u0627\u0644\u064a\u0629<\/strong>.<\/li>\n\n\n\n<li>\u062f\u0648\u0631 RAG \u0641\u064a <strong>\u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0648\u062a\u0639\u0632\u064a\u0632 \u0639\u0645\u0644\u064a\u0629 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631<\/strong>.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u062a\u0645\u0631\u064a\u0646 \u0639\u0645\u0644\u064a:<\/strong><\/h4>\n\n\n\n<p>\ud83d\udd39 <strong>\u062a\u0637\u0648\u064a\u0631 \u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u0623\u0639\u0645\u0627\u0644:<\/strong> \u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0645\u062a\u0643\u0627\u0645\u0644 <strong>\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0644\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629<\/strong> \u0648 <strong>RAG \u0644\u0627\u0633\u062a\u0631\u062c\u0627\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\ud83d\udccc \u0627\u0644\u0648\u062d\u062f\u0629 3: \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0645\u0648\u0636\u0648\u0639\u064a:<\/strong><\/h4>\n\n\n\n<p>\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0643\u064a\u0641\u064a\u0629 \u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 <strong>\u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0648\u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0648\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0623\u0646\u0627\u0628\u064a\u0628 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0648\u064a\u0644\u0647\u0627 \u0648\u0647\u064a\u0643\u0644\u062a\u0647\u0627<\/strong>.<\/li>\n\n\n\n<li>\u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 <strong>\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0644\u0644\u0631\u0624\u0649 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0646\u0635\u0648\u0635<\/strong> \u0648 <strong>\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u0634\u0627\u0645\u0644\u0629 \u0644\u0644\u062a\u0646\u0628\u0624 \u0627\u0644\u0639\u062f\u062f\u064a<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0647\u0627:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0644 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a<\/strong> \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0627\u0644\u064a.<\/li>\n\n\n\n<li>\u0627\u0633\u062a\u062e\u062f\u0627\u0645 <strong>\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0644\u0644\u0631\u0624\u0649 \u0627\u0644\u0646\u0635\u064a\u0629<\/strong> \u0648 <strong>\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a\u0629 \u0644\u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0639\u062f\u062f\u064a\u0629 \u0644\u0644\u0645\u062e\u0627\u0637\u0631<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u064f\u062d\u0633\u064e\u0651\u0646 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0625\u0646\u0630\u0627\u0631 \u0627\u0644\u0645\u0628\u0643\u0631 \u0644\u0644\u0623\u0632\u0645\u0627\u062a \u0627\u0644\u0645\u0627\u0644\u064a\u0629<\/strong>.<\/li>\n\n\n\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a \u0644\u0627\u0633\u062a\u0645\u0631\u0627\u0631\u064a\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644<\/strong>.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u062a\u0645\u0631\u064a\u0646 \u0639\u0645\u0644\u064a:<\/strong><\/h4>\n\n\n\n<p>\ud83d\udd39 <strong>\u062a\u0637\u0648\u064a\u0631 \u0646\u0645\u0648\u0630\u062c \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0642\u0631\u0627\u0631 \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u062f\u0645\u062c <strong>\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u060c \u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u062c\u0648\u062f\u0629\u060c \u0648\u062f\u0631\u062c\u0629 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0639\u0644\u064a\u0627<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\ud83d\udccc \u0627\u0644\u0648\u062d\u062f\u0629 4: \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0628\u064a\u0626\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 (LLMs &amp; RAG)<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0645\u0648\u0636\u0648\u0639\u064a:<\/strong><\/h4>\n\n\n\n<p>\u062a\u0646\u0641\u064a\u0630 \u062d\u0644\u0648\u0644 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u0639\u0632\u064a\u0632 <strong>\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0627\u0644\u062a\u062e\u0635\u064a\u0635 \u0648\u0623\u062a\u0645\u062a\u0629 \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621<\/strong>.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u0639\u0632\u0632\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0645\u062d\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u0648\u0635\u064a\u0629<\/strong> \u0644\u0644\u062a\u062e\u0635\u064a\u0635.<\/li>\n\n\n\n<li>\u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0640 LLM <strong>\u062f\u0639\u0645 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0622\u0644\u064a<\/strong> \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>RAG \u0644\u0644\u062a\u0648\u0627\u0635\u0644 \u0645\u0639 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u062d\u0627\u0644\u0629: <strong>\u062a\u0648\u0635\u064a\u0627\u062a \u0627\u0644\u0645\u0646\u062a\u062c \u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>.<\/li>\n\n\n\n<li>\u0645\u064f\u062d\u0633\u064e\u0651\u0646 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0642\u064a\u0645\u0629 \u0639\u0645\u0631 \u0627\u0644\u0639\u0645\u064a\u0644<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0645\u0634\u0627\u0639\u0631 \u0627\u0644\u0639\u0645\u0644\u0627\u0621:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u064a\u0631\u0627\u0642\u0628 <strong>\u0625\u062f\u0631\u0627\u0643 \u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062a\u0628\u0639 \u0627\u0644\u0645\u0634\u0627\u0639\u0631 \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>.<\/li>\n\n\n\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u062a\u062d\u0644\u064a\u0644 \u0641\u0642\u062f\u0627\u0646 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u0627\u062d\u062a\u0641\u0627\u0638 \u0628\u0647\u0645<\/strong>.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u062a\u0645\u0631\u064a\u0646 \u0639\u0645\u0644\u064a:<\/strong><\/h4>\n\n\n\n<p>\ud83d\udd39 <strong>\u062a\u0637\u0648\u064a\u0631 \u0645\u0633\u0627\u0639\u062f \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u062f\u0645\u062c <strong>\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0648\u062f\u0631\u0627\u0633\u0627\u062a \u0639\u0644\u064a\u0627<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\ud83d\udccc \u0627\u0644\u0648\u062d\u062f\u0629 5: \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0628\u064a\u0626\u0629 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 (\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0648\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062c\u0648\u062f\u0629)<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0645\u0648\u0636\u0648\u0639\u064a:<\/strong><\/h4>\n\n\n\n<p>\u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u062d\u0633\u064a\u0646 <strong>\u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0642\u0648\u0649 \u0627\u0644\u0639\u0627\u0645\u0644\u0629 \u0648\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646<\/strong>.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0628\u0634\u0631\u064a\u0629:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0640 LLM <strong>\u0641\u062d\u0635 \u0627\u0644\u0633\u064a\u0631\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0648\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u0631\u0634\u062d\u064a\u0646<\/strong>.<\/li>\n\n\n\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u062a\u062a\u0628\u0639 \u0645\u0634\u0627\u0631\u0643\u0629 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u0648\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0642\u0648\u0649 \u0627\u0644\u0639\u0627\u0645\u0644\u0629<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0644\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u0642\u0648\u0649 \u0627\u0644\u0639\u0627\u0645\u0644\u0629 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0644\u0640 <strong>\u0645\u062e\u0627\u0637\u0631 \u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u0648\u0627\u0633\u062a\u0646\u0632\u0627\u0641\u0647\u0645<\/strong>.<\/li>\n\n\n\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u062a\u062d\u0633\u064a\u0646 \u062c\u062f\u0648\u0644\u0629 \u0627\u0644\u0642\u0648\u0649 \u0627\u0644\u0639\u0627\u0645\u0644\u0629<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u062a\u062d\u0644\u064a\u0644 \u0645\u0634\u0627\u0639\u0631 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0623\u062f\u0648\u0627\u062a \u062a\u0642\u064a\u064a\u0645 \u062b\u0642\u0627\u0641\u0629 \u0645\u0643\u0627\u0646 \u0627\u0644\u0639\u0645\u0644<\/strong>.<\/li>\n\n\n\n<li>\u0645\u064f\u062d\u0633\u064e\u0651\u0646 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u062a\u0637\u0648\u064a\u0631 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u062a\u0646\u0648\u0639 \u0648\u0627\u0644\u0634\u0645\u0648\u0644<\/strong>.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u062a\u0645\u0631\u064a\u0646 \u0639\u0645\u0644\u064a:<\/strong><\/h4>\n\n\n\n<p>\ud83d\udd39 <strong>\u062a\u0637\u0648\u064a\u0631 \u0623\u062f\u0627\u0629 \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/strong> \u064a\u0646\u0641\u0630 <strong>\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0641\u064a \u0631\u0624\u0649 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0648 \u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0642\u0648\u0649 \u0627\u0644\u0639\u0627\u0645\u0644\u0629 \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\ud83d\udccc \u0627\u0644\u0648\u062d\u062f\u0629 6: \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0628\u064a\u0626\u0629 \u0627\u0644\u0645\u0648\u0631\u062f\u064a\u0646 (LQMs &amp; RAG)<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0645\u0648\u0636\u0648\u0639\u064a:<\/strong><\/h4>\n\n\n\n<p>\u064a\u062d\u0633\u0646 <strong>\u0643\u0641\u0627\u0621\u0629 \u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u062a\u0648\u0631\u064a\u062f \u0648\u0625\u062f\u0627\u0631\u0629 \u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0645\u0648\u0631\u062f\u064a\u0646<\/strong> \u0645\u0639 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062a\u062d\u0633\u064a\u0646 \u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u062a\u0648\u0631\u064a\u062f \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u064f\u062d\u0633\u064e\u0651\u0646 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0623\u062f\u0648\u0627\u062a \u0625\u062f\u0627\u0631\u0629 \u0639\u0644\u0627\u0642\u0627\u062a \u0627\u0644\u0645\u0648\u0631\u062f\u064a\u0646<\/strong>.<\/li>\n\n\n\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062e\u0632\u0648\u0646 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0648\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0645\u0634\u062a\u0631\u064a\u0627\u062a<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u062a\u062d\u0644\u064a\u0644 \u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0645\u0648\u0631\u062f\u064a\u0646 \u0627\u0644\u0645\u0639\u062a\u0645\u062f \u0639\u0644\u0649 RAG:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0627\u0633\u062a\u062e\u062f\u0627\u0645 <strong>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0627\u0644\u0645\u0648\u0631\u062f\u064a\u0646 \u0648\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0639\u0642\u0648\u062f<\/strong>.<\/li>\n\n\n\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0641\u0634\u0644 \u0627\u0644\u062a\u0646\u0628\u0624\u064a \u0641\u064a \u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0645\u0648\u0631\u062f\u064a\u0646<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646 \u0623\u062c\u0644 \u0645\u0635\u0627\u062f\u0631 \u0623\u062e\u0644\u0627\u0642\u064a\u0629 \u0648\u0645\u0633\u062a\u062f\u0627\u0645\u0629:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0644\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0628\u064a\u0626\u064a\u0629 \u0648\u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629 \u0648\u0627\u0644\u062d\u0648\u0643\u0645\u0629 (ESG)<\/strong>.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u062a\u0645\u0631\u064a\u0646 \u0639\u0645\u0644\u064a:<\/strong><\/h4>\n\n\n\n<p>\ud83d\udd39 <strong>\u062a\u0637\u0648\u064a\u0631 \u0646\u0638\u0627\u0645 \u0630\u0643\u0627\u0621 \u0627\u0644\u0645\u0648\u0631\u062f\u064a\u0646 \u0627\u0644\u0645\u062f\u0639\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u062f\u0645\u062c <strong>LQMs \u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0648RAG \u0644\u0644\u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\ud83d\udccc \u0627\u0644\u0648\u062d\u062f\u0629 7: \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0628\u064a\u0626\u0629 \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u064a\u0646 (RAG &amp; LLMs)<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0645\u0648\u0636\u0648\u0639\u064a:<\/strong><\/h4>\n\n\n\n<p>\u064a\u062d\u0633\u0646 <strong>\u0627\u0644\u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0646\u0627\u0641\u0633\u064a\u0629 \u0648\u062a\u062a\u0628\u0639 \u0627\u0644\u0633\u0648\u0642<\/strong> \u0645\u0639 \u0646\u0645\u0627\u0630\u062c \u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0646\u0627\u0641\u0633\u064a \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0640 RAG <strong>\u0623\u062f\u0648\u0627\u062a \u062a\u062a\u0628\u0639 \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u064a\u0646 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a<\/strong>.<\/li>\n\n\n\n<li>\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0627\u0644\u0645\u0639\u0632\u0632 <strong>\u062a\u0642\u0631\u064a\u0631 \u0639\u0646 \u0627\u0644\u0645\u0634\u0647\u062f \u0627\u0644\u062a\u0646\u0627\u0641\u0633\u064a<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0646\u0628\u0626\u064a \u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0633\u0648\u0642:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u062a\u062d\u0644\u064a\u0644 SWOT \u0648\u0642\u0648\u0649 \u0628\u0648\u0631\u062a\u0631 \u0627\u0644\u062e\u0645\u0633<\/strong>.<\/li>\n\n\n\n<li><strong>\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u062d\u0627\u0644\u0629:<\/strong> \u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u062a\u0633\u0639\u064a\u0631 \u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629<\/strong> \u0641\u064a \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u062a\u0645\u0631\u064a\u0646 \u0639\u0645\u0644\u064a:<\/strong><\/h4>\n\n\n\n<p>\ud83d\udd39 <strong>\u0625\u0646\u0634\u0627\u0621 \u0644\u0648\u062d\u0629 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a\u064a\u0629 \u0644\u0644\u0645\u0646\u0627\u0641\u0633\u064a\u0646:<\/strong> \u064a\u0633\u062a\u062e\u062f\u0645 <strong>\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0644\u0644\u062a\u0644\u062e\u064a\u0635 \u0648RAG \u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\ud83d\udd39 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 2: \u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0628\u0631 \u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0641\u064a\u0632\u064a\u0627\u0621 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629<\/strong><\/h2>\n\n\n\n<p><em>(\u0627\u0644\u0647\u062f\u0641: \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u062d\u0633\u064a\u0646 \u0639\u0645\u0644\u064a\u0629 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631 \u0639\u0628\u0631 \u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0627\u062b\u0646\u062a\u064a \u0639\u0634\u0631\u0629.)<\/em><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\ud83d\udccc \u0627\u0644\u0648\u062d\u062f\u0629 8: \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0628\u064a\u0626\u0629 \u0627\u0644\u0645\u0633\u062a\u062b\u0645\u0631 \u0648\u0627\u0644\u0633\u0648\u0642 (LQMs &amp; RAG)<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0645\u0648\u0636\u0648\u0639\u064a:<\/strong><\/h4>\n\n\n\n<p>\u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0643\u0645\u064a\u0629 \u0648\u0627\u0633\u062a\u0631\u062c\u0627\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a<\/strong> \u0644\u062a\u0639\u0632\u064a\u0632 <strong>\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0648\u062a\u0648\u0642\u0639\u0627\u062a \u0627\u0644\u0633\u0648\u0642 \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062e\u0627\u0637\u0631<\/strong>.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u0648\u0642 \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u064f\u062d\u0633\u064e\u0651\u0646 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0648\u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f\u064a\u0629<\/strong>.<\/li>\n\n\n\n<li>LQMs \u0644\u0640 <strong>\u0627\u0644\u062a\u062f\u0627\u0648\u0644 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a \u0648\u062a\u062d\u0644\u064a\u0644 \u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>RAG \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a\u064a\u0629 \u0639\u0646 \u0627\u0644\u0633\u0648\u0642 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u062a\u062d\u0644\u064a\u0644 \u0645\u0639\u0646\u0648\u064a\u0627\u062a \u0627\u0644\u0623\u062e\u0628\u0627\u0631 \u0641\u064a \u0627\u0644\u0623\u0633\u0648\u0627\u0642 \u0627\u0644\u0645\u0627\u0644\u064a\u0629<\/strong>.<\/li>\n\n\n\n<li>\u0645\u064f\u062d\u0633\u064e\u0651\u0646 \u0628\u0648\u0627\u0633\u0637\u0629 RAG <strong>\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0634\u0627\u0631\u0629 \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631\u064a\u0629 \u0644\u0635\u0646\u0627\u062f\u064a\u0642 \u0627\u0644\u0623\u0633\u0647\u0645 \u0627\u0644\u062e\u0627\u0635\u0629 \u0648\u0631\u0623\u0633 \u0627\u0644\u0645\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631\u064a<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u062a\u062e\u0641\u064a\u0641 \u0645\u0646 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0644 \u0627\u0644\u0645\u0627\u0644\u064a \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0644\u0645\u0643\u0627\u0641\u062d\u0629 \u063a\u0633\u064a\u0644 \u0627\u0644\u0623\u0645\u0648\u0627\u0644<\/strong>.<\/li>\n\n\n\n<li>\u0645\u062f\u0639\u0648\u0645 \u0645\u0646 LLM <strong>\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a\u0629 \u0644\u0647\u064a\u0626\u0629 \u0627\u0644\u0623\u0648\u0631\u0627\u0642 \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0648\u0627\u0644\u0628\u0648\u0631\u0635\u0627\u062a\u060c \u0648\u0642\u0627\u0646\u0648\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u0627\u062a\u062d\u0627\u062f \u0627\u0644\u0623\u0648\u0631\u0648\u0628\u064a\u060c \u0648MiFID II<\/strong>.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u062a\u0645\u0631\u064a\u0646 \u0639\u0645\u0644\u064a:<\/strong><\/h4>\n\n\n\n<p>\ud83d\udd39 <strong>\u062a\u0637\u0648\u064a\u0631 \u0646\u0638\u0627\u0645 \u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0633\u0648\u0642 \u0627\u0644\u0645\u062f\u0639\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u062f\u0645\u062c <strong>\u0623\u062f\u0648\u0627\u062a \u0642\u064a\u0627\u0633 \u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u0645\u062d\u0644\u064a\u0629 \u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0648\u0623\u062f\u0648\u0627\u062a \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0625\u0642\u0644\u064a\u0645\u064a\u0629 \u0644\u0644\u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\ud83d\udccc \u0627\u0644\u0648\u062d\u062f\u0629 9: \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0628\u064a\u0626\u0629 \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u064a\u0629 \u0648\u0627\u0644\u062b\u0642\u0627\u0641\u064a\u0629 (\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0648\u062f\u0631\u062c\u0629 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0639\u0644\u064a\u0627)<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0645\u0648\u0636\u0648\u0639\u064a:<\/strong><\/h4>\n\n\n\n<p>\u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0627\u0644\u0645\u0633\u0624\u0648\u0644\u064a\u0629 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a\u060c \u0648\u0627\u0644\u0645\u0634\u0627\u0631\u0643\u0629 \u0627\u0644\u062b\u0642\u0627\u0641\u064a\u0629\u060c \u0648\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0629<\/strong>.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u064a\u0629 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0648\u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0629:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u062a\u062a\u0628\u0639 \u0627\u0644\u0627\u0633\u062a\u062f\u0627\u0645\u0629 \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0644\u0645\u0639\u0627\u064a\u064a\u0631 ESG<\/strong>.<\/li>\n\n\n\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u062a\u0642\u064a\u064a\u0645 \u0623\u062b\u0631 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u062e\u064a\u0631\u064a\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0633\u0645\u0639\u0629 \u0648\u0645\u0631\u0627\u0642\u0628\u0629 \u0635\u0648\u0631\u0629 \u0627\u0644\u0634\u0631\u0643\u0629<\/strong>.<\/li>\n\n\n\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0627\u0644\u0645\u0634\u0627\u0631\u0643\u0629 \u0641\u064a \u0627\u0644\u0633\u064a\u0627\u0633\u0627\u062a \u0627\u0644\u0639\u0627\u0645\u0629 \u0648\u0627\u0644\u0636\u063a\u0637 \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u062a\u0643\u064a\u0641 \u0627\u0644\u062b\u0642\u0627\u0641\u064a \u0648\u062a\u0648\u0633\u064a\u0639 \u0627\u0644\u0633\u0648\u0642:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u064f\u062d\u0633\u064e\u0651\u0646 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u062a\u0648\u0637\u064a\u0646 \u0644\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0627\u0644\u062f\u0648\u0644\u064a\u0629<\/strong>.<\/li>\n\n\n\n<li>\u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0639\u0644\u0649 \u0627\u0644\u062a\u0646\u0648\u0639 \u0648\u0627\u0644\u0634\u0645\u0648\u0644<\/strong>.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u062a\u0645\u0631\u064a\u0646 \u0639\u0645\u0644\u064a:<\/strong><\/h4>\n\n\n\n<p>\ud83d\udd39 <strong>\u0625\u0646\u0634\u0627\u0621 \u0645\u0646\u0635\u0629 \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u064a\u0629 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u062f\u0645\u062c <strong>\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0623\u062b\u0631 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a \u0648RAG \u0644\u062a\u062a\u0628\u0639 \u0627\u0644\u062a\u063a\u064a\u0631\u0627\u062a \u0641\u064a \u0627\u0644\u0633\u064a\u0627\u0633\u0627\u062a \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\ud83d\udccc \u0627\u0644\u0648\u062d\u062f\u0629 10: \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0628\u064a\u0626\u0629 \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a\u0629 \u0648\u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0629 (LQMs &amp; RAG)<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0645\u0648\u0636\u0648\u0639\u064a:<\/strong><\/h4>\n\n\n\n<p>\u0636\u0645\u0627\u0646 \u0627\u0645\u062a\u062b\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a\u0629 \u0648\u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a \u0648\u0627\u0644\u062d\u0648\u0643\u0645\u0629 \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629<\/strong>.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a \u0648\u0627\u0644\u062d\u0648\u0643\u0645\u0629:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0639\u0642\u0648\u062f \u0648\u0641\u0642\u064b\u0627 \u0644\u0642\u0627\u0646\u0648\u0646 \u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u0627\u0645\u0629 (GDPR)\u060c \u0648\u0642\u0627\u0646\u0648\u0646 \u062e\u0635\u0648\u0635\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0647\u0644\u0643 \u0641\u064a \u0643\u0627\u0644\u064a\u0641\u0648\u0631\u0646\u064a\u0627 (CCPA)\u060c \u0648\u0642\u0627\u0646\u0648\u0646 \u0627\u0644\u062a\u0623\u0645\u064a\u0646 \u0627\u0644\u0635\u062d\u064a \u0627\u0644\u0645\u062d\u0645\u0648\u0644 (HIPAA)\u060c \u0648\u063a\u064a\u0631\u0647\u0627 \u0645\u0646 \u0627\u0644\u0644\u0648\u0627\u0626\u062d \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629<\/strong>.<\/li>\n\n\n\n<li>\u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0623\u0637\u0631 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>RAG \u0644\u0644\u062a\u062a\u0628\u0639 \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a \u0648\u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a<\/strong>.<\/li>\n\n\n\n<li>\u0645\u064f\u062d\u0633\u064e\u0651\u0646 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u062c\u0646\u0633\u064a\u0627\u062a<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a \u0648\u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0627\u062a \u0627\u0644\u0631\u0642\u0645\u064a\u0629:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0643\u0634\u0641 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0644 \u0648\u062d\u0645\u0627\u064a\u0629 \u062e\u0635\u0648\u0635\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong>.<\/li>\n\n\n\n<li>\u0645\u062f\u0639\u0648\u0645 \u0645\u0646 LLM <strong>\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0644\u0644\u062d\u0648\u0627\u062f\u062b \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a\u0629<\/strong>.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u062a\u0645\u0631\u064a\u0646 \u0639\u0645\u0644\u064a:<\/strong><\/h4>\n\n\n\n<p>\ud83d\udd39 <strong>\u062a\u0637\u0648\u064a\u0631 \u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a \u0648\u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u062f\u0645\u062c <strong>\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0644\u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0648RAG \u0644\u0644\u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\ud83d\udccc \u0627\u0644\u0648\u062d\u062f\u0629 11: \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0628\u064a\u0626\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0648\u0627\u0644\u0634\u0631\u0643\u0627\u0621 (\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0648\u062f\u0628\u0644\u0648\u0645\u0629 \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0639\u0644\u064a\u0627 \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644)<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0645\u0648\u0636\u0648\u0639\u064a:<\/strong><\/h4>\n\n\n\n<p>\u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u062a\u0639\u0632\u064a\u0632 \u0633\u0645\u0639\u0629 \u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0623\u0632\u0645\u0627\u062a \u0648\u0627\u0644\u0634\u0631\u0627\u0643\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629<\/strong>.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u062d\u0633\u064a\u0646 \u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u0625\u0639\u0644\u0627\u0645 \u0648\u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0627\u0644\u0639\u0627\u0645\u0629:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0645\u0631\u0627\u0642\u0628\u0629 \u0645\u0634\u0627\u0639\u0631 \u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a<\/strong>.<\/li>\n\n\n\n<li>\u0645\u064f\u062d\u0633\u064e\u0651\u0646 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u062a\u062d\u0633\u064a\u0646 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0627\u0644\u0625\u0639\u0644\u0627\u0645 \u0641\u064a \u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0623\u0632\u0645\u0627\u062a<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>RAG \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u0625\u0639\u0644\u0627\u0645 \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u062e\u0628\u0627\u0631 \u0627\u0644\u0645\u0632\u064a\u0641\u0629:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u062a\u062a\u0628\u0639 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0636\u0644\u0644\u0629 \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u062a\u062d\u064a\u0632<\/strong>.<\/li>\n\n\n\n<li>\u0645\u064f\u062d\u0633\u064e\u0651\u0646 \u0628\u0648\u0627\u0633\u0637\u0629 RAG <strong>\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0635\u062d\u0641\u064a\u0629 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u063a\u0637\u064a\u0629 \u0627\u0644\u0625\u0639\u0644\u0627\u0645\u064a\u0629<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u0634\u0631\u0627\u0643\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0648\u0627\u0644\u062a\u062d\u0627\u0644\u0641\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u062a\u0642\u064a\u064a\u0645 \u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0634\u0631\u0643\u0627\u0621 \u0648\u0627\u0644\u0628\u0627\u0626\u0639\u064a\u0646<\/strong>.<\/li>\n\n\n\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u062a\u062d\u0633\u064a\u0646 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u062a\u0641\u0627\u0648\u0636<\/strong>.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u062a\u0645\u0631\u064a\u0646 \u0639\u0645\u0644\u064a:<\/strong><\/h4>\n\n\n\n<p>\ud83d\udd39 <strong>\u0625\u0646\u0634\u0627\u0621 \u0646\u0638\u0627\u0645 \u0630\u0643\u0627\u0621 \u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0648\u0627\u0644\u0625\u0639\u0644\u0627\u0645 \u0627\u0644\u0645\u062f\u0639\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u062f\u0645\u062c <strong>\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u062d\u0627\u0641\u0629 \u0648RAG \u0644\u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0623\u062e\u0628\u0627\u0631 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\ud83d\udd39 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 3: \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0628\u0627\u062f\u0626 \u0627\u0644\u0641\u064a\u0632\u064a\u0627\u0621 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629<\/strong><\/h2>\n\n\n\n<p><em>(\u0627\u0644\u0647\u062f\u0641: \u062a\u062d\u0633\u064a\u0646 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 <strong>20 \u0645\u0628\u062f\u0623 \u0641\u064a \u0627\u0644\u0641\u064a\u0632\u064a\u0627\u0621 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629<\/strong>.)<\/em><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\ud83d\udccc \u0627\u0644\u0648\u062d\u062f\u0629 12: \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u0645\u0639\u0632\u0632\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u060c \u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062c\u0648\u062f\u0629\u060c \u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644)<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0645\u0648\u0636\u0648\u0639\u064a:<\/strong><\/h4>\n\n\n\n<p>\u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a \u0631\u0641\u064a\u0639 \u0627\u0644\u0645\u0633\u062a\u0648\u0649\u060c \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0623\u0632\u0645\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u0643\u064a\u0641 \u0645\u0639 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a<\/strong>.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0644\u0644\u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0623\u0632\u0645\u0627\u062a:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0645\u062d\u0627\u0643\u0627\u0629 \u0627\u0644\u0623\u0632\u0645\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0648\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u062e\u0641\u064a\u0641 \u0645\u0646 \u0627\u0644\u0645\u062e\u0627\u0637\u0631<\/strong>.<\/li>\n\n\n\n<li>\u0645\u062f\u0639\u0648\u0645 \u0645\u0646 LLM <strong>\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0625\u0639\u0627\u062f\u0629 \u0647\u064a\u0643\u0644\u0629 \u0627\u0644\u0634\u0631\u0643\u0627\u062a<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u0645\u062d\u0644\u064a\u0629 \u0644\u062a\u0648\u0633\u064a\u0639 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0648\u062f\u062e\u0648\u0644 \u0627\u0644\u0633\u0648\u0642:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0644\u0627\u062e\u062a\u0631\u0627\u0642 \u0627\u0644\u0623\u0633\u0648\u0627\u0642 \u0627\u0644\u062c\u062f\u064a\u062f\u0629<\/strong>.<\/li>\n\n\n\n<li>\u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u0646\u0627\u0638\u0631 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0627\u0644\u062a\u0646\u0627\u0641\u0633\u064a\u0629<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>RAG \u0644\u062f\u0639\u0645 \u0627\u0644\u0642\u0631\u0627\u0631 \u0627\u0644\u062a\u0646\u0641\u064a\u0630\u064a:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u064a\u0646 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0648\u0627\u0644\u062a\u062a\u0628\u0639 \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a<\/strong>.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u062a\u0645\u0631\u064a\u0646 \u0639\u0645\u0644\u064a:<\/strong><\/h4>\n\n\n\n<p>\ud83d\udd39 <strong>\u062a\u0637\u0648\u064a\u0631 \u0645\u0633\u0627\u0639\u062f \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0646\u0641\u064a\u0630\u064a\u0629 \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u062f\u0645\u062c <strong>\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0644\u0644\u0631\u0624\u0649 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0648RAG \u0644\u0627\u0633\u062a\u0631\u062c\u0627\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\ud83d\udccc \u0627\u0644\u0648\u062d\u062f\u0629 13: \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0644\u0644\u0623\u0639\u0645\u0627\u0644 (LLMs &amp; LQMs)<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0645\u0648\u0636\u0648\u0639\u064a:<\/strong><\/h4>\n\n\n\n<p>\u064a\u0637\u0648\u0631 <strong>\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621<\/strong> \u0627\u0644\u062a\u064a \u062a\u0645\u0643\u0646 <strong>\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0639\u0627\u0648\u0646\u064a\u0629 \u0648\u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0639\u0628\u0631 \u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0623\u0639\u0645\u0627\u0644<\/strong>.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0628\u0646\u0627\u0621 \u0645\u062d\u0627\u0643\u0627\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0633\u0644\u0648\u0643 \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a<\/strong>.<\/li>\n\n\n\n<li>\u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0643\u0644\u0627\u0621 <strong>\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0641\u064a \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0641\u064a \u0627\u0644\u0645\u0624\u0633\u0633\u0629<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0646\u0642\u0644 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0648\u0627\u0644\u062a\u062f\u0631\u064a\u0628:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0646\u0638\u0645 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0639\u0631\u0641\u0629<\/strong>.<\/li>\n\n\n\n<li>\u0645\u064f\u062d\u0633\u064e\u0651\u0646 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0628\u0631\u0627\u0645\u062c \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0624\u0633\u0633\u064a<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u0645\u062d\u0644\u064a\u0629 \u0644\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0648\u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0641\u0631\u064a\u0642 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0638\u0627\u0626\u0641<\/strong>.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u062a\u0645\u0631\u064a\u0646 \u0639\u0645\u0644\u064a:<\/strong><\/h4>\n\n\n\n<p>\ud83d\udd39 <strong>\u062a\u0646\u0641\u064a\u0630 \u0646\u0638\u0627\u0645 \u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u0627\u0633\u062a\u062e\u062f\u0627\u0645 <strong>\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0644\u0644\u0623\u062a\u0645\u062a\u0629 \u0648 \u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0644\u0644\u062a\u0646\u0628\u0624<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\ud83d\udd39 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0631\u0627\u0628\u0639: \u0646\u0634\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062d\u0648\u0643\u0645\u0629 \u0641\u064a \u0627\u0644\u0641\u064a\u0632\u064a\u0627\u0621 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629<\/strong><\/h2>\n\n\n\n<p><em>(\u0627\u0644\u0647\u062f\u0641: \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0645\u0639 \u0636\u0645\u0627\u0646 \u0627\u0644\u062d\u0648\u0643\u0645\u0629 \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0648\u0627\u0644\u0625\u0634\u0631\u0627\u0641 \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a.)<\/em><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\ud83d\udccc \u0627\u0644\u0648\u062d\u062f\u0629 14: \u062d\u0648\u0643\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0627\u062a \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 (\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0648\u062f\u0631\u062c\u0629 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644)<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0645\u0648\u0636\u0648\u0639\u064a:<\/strong><\/h4>\n\n\n\n<p>\u062a\u0637\u0648\u064a\u0631 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 <strong>\u0646\u0632\u0627\u0647\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644\u060c \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a\u060c \u0648\u0623\u0637\u0631 \u0627\u0644\u062d\u0648\u0643\u0645\u0629<\/strong>.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0643\u062a\u0634\u0627\u0641 \u062a\u062d\u064a\u0632 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0629:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u062a\u062e\u0641\u064a\u0641 \u0645\u0646 \u0627\u0644\u062a\u062d\u064a\u0632 \u0641\u064a \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0648\u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0648\u0627\u0644\u0642\u0627\u0646\u0648\u0646<\/strong>.<\/li>\n\n\n\n<li>\u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0641\u064a \u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0639\u0645\u0644 \u0630\u0627\u062a \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0639\u0627\u0644\u064a\u0629<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0634\u0641\u0627\u0641\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0645\u0648\u062b\u0648\u0642\u064a\u062a\u0647:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0641\u0633\u064a\u0631 (XAI)<\/strong> \u0644\u0644\u0645\u0633\u0627\u0621\u0644\u0629 \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629.<\/li>\n\n\n\n<li>\u0645\u064f\u062d\u0633\u064e\u0651\u0646 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0648\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u062e\u0627\u0637\u0631<\/strong>.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u062a\u0645\u0631\u064a\u0646 \u0639\u0645\u0644\u064a:<\/strong><\/h4>\n\n\n\n<p>\ud83d\udd39 <strong>\u062a\u0637\u0648\u064a\u0631 \u0646\u0638\u0627\u0645 \u062a\u062f\u0642\u064a\u0642 \u0627\u0644\u062a\u062d\u064a\u0632 \u0648\u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0627\u062a \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u062f\u0645\u062c <strong>\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0648RAG \u0644\u062a\u062a\u0628\u0639 \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u0627\u062a<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\ud83d\udccc \u0627\u0644\u0648\u062d\u062f\u0629 15: \u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0648\u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0646\u0627\u0634\u0626\u0629 (\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u060c \u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062c\u0648\u062f\u0629\u060c \u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644)<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0645\u0648\u0636\u0648\u0639\u064a:<\/strong><\/h4>\n\n\n\n<p>\u062a\u0635\u0645\u064a\u0645 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0646\u0634\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u0648\u0627\u0644\u0645\u0635\u0645\u0645\u0629 \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u0640 <strong>\u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0646\u0627\u0634\u0626\u0629 \u0648\u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629<\/strong>\u060c \u0636\u0645\u0627\u0646 <strong>\u0643\u0641\u0627\u0621\u0629 \u062a\u0628\u0646\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u0627\u0633\u062a\u062f\u0627\u0645\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629<\/strong>.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062a\u0642\u064a\u064a\u0645 \u062c\u0627\u0647\u0632\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0627\u0644\u062a\u0634\u062e\u064a\u0635 \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a \u0644\u062c\u062f\u0648\u0649 \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>.<\/li>\n\n\n\n<li>\u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062a\u063a\u064a\u064a\u0631 \u0644\u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0628\u0631 \u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0623\u0639\u0645\u0627\u0644<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u0645\u0624\u0633\u0633\u0627\u062a:<\/strong>\n<ul class=\"wp-block-list\">\n<li>LQMs \u0644\u0640 <strong>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0648\u0627\u0644\u0641\u0627\u0626\u062f\u0629 \u0644\u062a\u0628\u0646\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639<\/strong>.<\/li>\n\n\n\n<li>\u0645\u064f\u062d\u0633\u064e\u0651\u0646 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0639\u0628\u0631 \u0627\u0644\u062a\u0633\u0648\u064a\u0642 \u0648\u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0648\u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0648\u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u062a\u0648\u0631\u064a\u062f<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u062a\u0633\u0631\u064a\u0639 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0646\u0627\u0634\u0626\u0629:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u062a\u062d\u0644\u064a\u0644 \u0645\u0644\u0627\u0621\u0645\u0629 \u0627\u0644\u0645\u0646\u062a\u062c \u0644\u0644\u0633\u0648\u0642 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0646\u0627\u0634\u0626\u0629 \u0627\u0644\u062a\u064a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>.<\/li>\n\n\n\n<li>\u0628\u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u062c\u0645\u0639 \u0627\u0644\u0623\u0645\u0648\u0627\u0644 \u0648\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062b\u0645\u0631\u064a\u0646 \u0644\u0646\u0645\u0648 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0646\u0627\u0634\u0626\u0629<\/strong>.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u062a\u0645\u0631\u064a\u0646 \u0639\u0645\u0644\u064a:<\/strong><\/h4>\n\n\n\n<p>\ud83d\udd39 <strong>\u062a\u0637\u0648\u064a\u0631 \u062e\u0627\u0631\u0637\u0629 \u0637\u0631\u064a\u0642 \u0627\u0644\u062a\u062d\u0648\u0644 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0648\u062d\u062f\u0629 \u0623\u0639\u0645\u0627\u0644 \u0623\u0648 \u0634\u0631\u0643\u0629 \u0646\u0627\u0634\u0626\u0629<\/strong>\u060c \u0627\u0644\u062a\u0643\u0627\u0645\u0644 <strong>\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0644\u0644\u0623\u062a\u0645\u062a\u0629\u060c \u0648 \u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0644\u0644\u062a\u0646\u0628\u0624\u060c \u0648 \u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0644\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\ud83d\udccc \u0627\u0644\u0648\u062d\u062f\u0629 16: \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u0645\u0644\u0643\u064a\u0629 \u0627\u0644\u0641\u0643\u0631\u064a\u0629 (\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0648\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062c\u0648\u062f\u0629)<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0645\u0648\u0636\u0648\u0639\u064a:<\/strong><\/h4>\n\n\n\n<p>\u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0644\u0643\u064a\u0629 \u0627\u0644\u0641\u0643\u0631\u064a\u0629 \u0648\u0627\u0644\u0628\u062d\u062b \u0648\u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0628\u062a\u0643\u0627\u0631 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0639\u0645\u0627\u0644:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0645\u062d\u0627\u0643\u0627\u0629 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0644\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0627\u0644\u062a\u062e\u0631\u064a\u0628\u064a<\/strong>.<\/li>\n\n\n\n<li>\u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u0648\u0642 \u0644\u062a\u062d\u062f\u064a\u062f \u0641\u0631\u0635 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u062c\u062f\u064a\u062f\u0629<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0625\u062f\u0627\u0631\u0629 \u0628\u0631\u0627\u0621\u0627\u062a \u0627\u0644\u0627\u062e\u062a\u0631\u0627\u0639 \u0648\u0627\u0644\u0645\u0644\u0643\u064a\u0629 \u0627\u0644\u0641\u0643\u0631\u064a\u0629 \u0627\u0644\u0645\u0639\u0632\u0632\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u062a\u062d\u0644\u064a\u0644 \u0628\u0631\u0627\u0621\u0627\u062a \u0627\u0644\u0627\u062e\u062a\u0631\u0627\u0639 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u062a\u0646\u0627\u0641\u0633\u064a<\/strong>.<\/li>\n\n\n\n<li>\u0645\u064f\u062d\u0633\u064e\u0651\u0646 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0623\u0646\u0638\u0645\u0629 \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0648\u062d\u0642\u0648\u0642 \u0627\u0644\u0646\u0634\u0631<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0641\u064a \u0627\u0644\u0628\u062d\u062b \u0648\u0627\u0644\u062a\u0637\u0648\u064a\u0631:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0644\u0644\u0628\u062d\u062b \u0648\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a<\/strong>.<\/li>\n\n\n\n<li>\u0645\u064f\u062d\u0633\u064e\u0651\u0646 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a \u0644\u0644\u0627\u0628\u062a\u0643\u0627\u0631\u0627\u062a \u0641\u064a \u0635\u0646\u0627\u0639\u0629 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0639\u0627\u0644\u064a\u0629<\/strong>.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u062a\u0645\u0631\u064a\u0646 \u0639\u0645\u0644\u064a:<\/strong><\/h4>\n\n\n\n<p>\ud83d\udd39 <strong>\u062a\u0637\u0648\u064a\u0631 \u0623\u062f\u0627\u0629 \u062a\u062d\u0644\u064a\u0644 \u0628\u0631\u0627\u0621\u0627\u062a \u0627\u0644\u0627\u062e\u062a\u0631\u0627\u0639 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u0627\u0633\u062a\u062e\u062f\u0627\u0645 <strong>\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0646\u0635\u0648\u0635 \u0628\u0631\u0627\u0621\u0627\u062a \u0627\u0644\u0627\u062e\u062a\u0631\u0627\u0639 \u0648\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0644\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u0629<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\ud83d\udccc \u0627\u0644\u0648\u062d\u062f\u0629 17: \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0645\u0633\u062a\u062f\u0627\u0645\u0629 \u0648\u0627\u0644\u0645\u0631\u0646\u0629 (LQMs &amp; RAG)<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0645\u0648\u0636\u0648\u0639\u064a:<\/strong><\/h4>\n\n\n\n<p>\u0636\u0645\u0627\u0646 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 <strong>\u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u062d\u0642\u064a\u0642 \u0627\u0644\u0627\u0633\u062a\u062f\u0627\u0645\u0629 \u0648\u0627\u0644\u0645\u0631\u0648\u0646\u0629 \u0648\u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0643\u064a\u0641 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a \u0639\u0644\u0649 \u0627\u0644\u0645\u062f\u0649 \u0627\u0644\u0637\u0648\u064a\u0644<\/strong>.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646 \u0623\u062c\u0644 \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u064a\u0629 \u0627\u0644\u0628\u064a\u0626\u064a\u0629 \u0648\u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0646\u0645\u0627\u0630\u062c \u062a\u062a\u0628\u0639 \u0627\u0644\u0628\u0635\u0645\u0629 \u0627\u0644\u0643\u0631\u0628\u0648\u0646\u064a\u0629 \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0637\u0627\u0642\u0629<\/strong>.<\/li>\n\n\n\n<li>\u0645\u064f\u062d\u0633\u064e\u0651\u0646 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0642\u064a\u0627\u0633 \u0623\u062b\u0631 \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u064a\u0629 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0645\u0631\u0646\u0629 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0646\u0645\u0630\u062c\u0629 \u0645\u0631\u0648\u0646\u0629 \u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u062a\u0648\u0631\u064a\u062f \u0641\u064a \u0645\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0627\u0636\u0637\u0631\u0627\u0628\u0627\u062a \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629<\/strong>.<\/li>\n\n\n\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0641\u064a \u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0631\u0643\u0648\u062f \u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f\u064a<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u062a\u0639\u0627\u0641\u064a \u0645\u0646 \u0627\u0644\u0643\u0648\u0627\u0631\u062b \u0648\u0627\u0633\u062a\u0645\u0631\u0627\u0631\u064a\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0645\u064f\u062d\u0633\u064e\u0651\u0646 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a \u0644\u0644\u062a\u062e\u0637\u064a\u0637 \u0644\u0627\u0633\u062a\u0645\u0631\u0627\u0631\u064a\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644<\/strong>.<\/li>\n\n\n\n<li>\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <strong>\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0625\u0646\u0630\u0627\u0631 \u0627\u0644\u0645\u0628\u0643\u0631 \u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0639\u062f\u0645 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0627\u0644\u0633\u0648\u0642<\/strong>.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u062a\u0645\u0631\u064a\u0646 \u0639\u0645\u0644\u064a:<\/strong><\/h4>\n\n\n\n<p>\ud83d\udd39 <strong>\u0625\u0646\u0634\u0627\u0621 \u0644\u0648\u062d\u0629 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0648\u0627\u0644\u0627\u0633\u062a\u062f\u0627\u0645\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>\u060c \u0627\u0644\u062a\u0643\u0627\u0645\u0644 <strong>LQMs \u0644\u062a\u062a\u0628\u0639 \u0627\u0644\u0623\u062b\u0631 \u0627\u0644\u0628\u064a\u0626\u064a \u0648RAG \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\ud83d\udccc \u0627\u0644\u0648\u062d\u062f\u0629 18: \u0645\u0634\u0631\u0648\u0639 \u0627\u0644\u062a\u062e\u0631\u062c \u2013 \u0645\u062d\u0627\u0643\u0627\u0629 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u0641\u064a\u0632\u064a\u0627\u0621 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0645\u0648\u0636\u0648\u0639\u064a:<\/strong><\/h4>\n\n\n\n<p>\u062a\u0637\u0628\u064a\u0642 \u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u062a\u064a \u062a\u0645 \u062a\u0639\u0644\u0645\u0647\u0627 \u0637\u0648\u0627\u0644 \u0627\u0644\u062f\u0648\u0631\u0629 \u0641\u064a <strong>\u0645\u0634\u0631\u0648\u0639 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u062d\u0642\u064a\u0642\u064a<\/strong> \u0645\u0635\u0645\u0645\u0629 \u062e\u0635\u064a\u0635\u0627 \u0644 <strong>\u0645\u062e\u062a\u0628\u0631 \u0641\u064a\u0632\u064a\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a: 12 \u0628\u064a\u0626\u0629 \u064820 \u0645\u0628\u062f\u0623\u064b<\/strong>.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0634\u0631\u0648\u0639:<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0648\u0644: \u0646\u0638\u0627\u0645 \u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0633\u0648\u0642 \u0648\u062a\u062a\u0628\u0639 \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u064a\u0646 \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u064a\u0646<\/strong> \u0648\u062a\u0644\u062e\u064a\u0635 \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a.<\/li>\n\n\n\n<li><strong>RAG \u0644\u0627\u0633\u062a\u0631\u062c\u0627\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0648\u0631\u0624\u0649 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629.<\/strong><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0627\u0644\u062e\u064a\u0627\u0631 2: \u0623\u062f\u0627\u0629 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0642\u0648\u0649 \u0627\u0644\u0639\u0627\u0645\u0644\u0629 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0641\u0631\u0642 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0648\u0627\u0644\u0642\u064a\u0627\u062f\u0629<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0645\u0634\u0627\u0631\u0643\u0629 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646<\/strong> \u0648\u062a\u062d\u0644\u064a\u0644 \u0631\u062f\u0648\u062f \u0627\u0644\u0641\u0639\u0644.<\/li>\n\n\n\n<li><strong>\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u0645\u062d\u0644\u064a\u0629 \u0644\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0627\u062d\u062a\u0641\u0627\u0638 \u0628\u0627\u0644\u0645\u0648\u0627\u0647\u0628 \u0648\u062a\u062e\u0637\u064a\u0637 \u0642\u062f\u0631\u0629 \u0627\u0644\u0642\u0648\u0649 \u0627\u0644\u0639\u0627\u0645\u0644\u0629.<\/strong><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0627\u0644\u062e\u064a\u0627\u0631 3: \u0646\u0638\u0627\u0645 \u062f\u0639\u0645 \u0627\u0644\u0642\u0631\u0627\u0631 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0645\u0648\u062c\u0647 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u062a\u0646\u0641\u064a\u0630\u064a\u0629 \u0648\u0627\u0644\u0631\u0624\u0649 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629.<\/strong><\/li>\n\n\n\n<li><strong>\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u0645\u062d\u0644\u064a\u0629 \u0644\u0644\u062a\u0646\u0628\u0624 \u0627\u0644\u0645\u0627\u0644\u064a \u0648\u0627\u0644\u0645\u062e\u0627\u0637\u0631.<\/strong><\/li>\n\n\n\n<li><strong>RAG \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a.<\/strong><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/strong><\/h4>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u0648\u062b\u064a\u0642\u0629 \u0627\u0644\u062d\u0627\u0644\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629:<\/strong> \u062a\u0642\u0631\u064a\u0631 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u064a\u0648\u0636\u062d \u0628\u0627\u0644\u062a\u0641\u0635\u064a\u0644 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0646\u0641\u064a\u0630.<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0623\u0648\u0644\u064a \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0648\u0638\u064a\u0641\u064a:<\/strong> \u0646\u0645\u0648\u0630\u062c \u0639\u0645\u0644 \u064a\u0648\u0636\u062d \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/li>\n\n\n\n<li><strong>\u0639\u0631\u0636 \u062a\u0642\u062f\u064a\u0645\u064a:<\/strong> \u0631\u0624\u0649 \u0648\u0646\u062a\u0627\u0626\u062c \u0648\u062a\u0648\u0635\u064a\u0627\u062a \u0644\u062e\u0627\u0631\u0637\u0629 \u0637\u0631\u064a\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629.<\/li>\n<\/ol>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0646\u0647\u0627\u0626\u064a:<\/strong><\/h4>\n\n\n\n<p>\u2705 <strong>\u0641\u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/strong> \u0645\u0627 \u0645\u062f\u0649 \u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u062d\u0644\u061f <strong>\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u060c \u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u062c\u0648\u062f\u0629\u060c \u0648\u062f\u0631\u062c\u0629 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0639\u0644\u064a\u0627<\/strong>?<br>\u2705 <strong>\u0627\u0644\u062a\u0648\u0627\u0641\u0642 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a:<\/strong> \u0647\u0644 \u064a\u062a\u0648\u0627\u0641\u0642 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0645\u0639 <strong>\u0645\u0628\u0627\u062f\u0626 \u0627\u0644\u0641\u064a\u0632\u064a\u0627\u0621 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629<\/strong>?<br>\u2705 <strong>\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639 \u0648\u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0627\u062a:<\/strong> \u0647\u0644 \u0627\u0644\u062d\u0644 \u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u0648\u0645\u0633\u0624\u0648\u0644 \u0623\u062e\u0644\u0627\u0642\u064a\u0627\u061f<br>\u2705 <strong>\u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0648\u0627\u0644\u062a\u0623\u062b\u064a\u0631:<\/strong> \u0647\u0644 \u064a\u062e\u0644\u0642 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0642\u064a\u0645\u0629 \u062a\u062c\u0627\u0631\u064a\u0629 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0642\u064a\u0627\u0633\u061f<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\ud83d\ude80 \u0644\u0645\u0627\u0630\u0627 \u0646\u0642\u062a\u0631\u062d \u0645\u0633\u0627\u0631 \u062a\u0639\u0644\u0645 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0647\u0630\u0627\u061f<\/strong><\/h2>\n\n\n\n<p>\u2705 <strong>\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0634\u0627\u0645\u0644 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/strong> \u0627\u0644\u0623\u063a\u0637\u064a\u0629 <strong>\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u060c \u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062c\u0648\u062f\u0629\u060c \u0648\u062f\u0631\u062c\u0629 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0641\u064a \u062c\u0645\u064a\u0639 \u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0639\u0645\u0644<\/strong>.<br>\u2705 <strong>\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u062d\u0633\u0651\u0646\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/strong> \u064a\u062a\u0645\u0627\u0634\u0649 \u0645\u0639 <strong>20 \u0645\u0628\u062f\u0623 \u0641\u064a \u0627\u0644\u0641\u064a\u0632\u064a\u0627\u0621 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629<\/strong>.<br>\u2705 <strong>\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u062d\u0642\u064a\u0642\u064a:<\/strong> \u062a\u062a\u0636\u0645\u0646 \u0643\u0644 \u0648\u062d\u062f\u0629 <strong>\u062a\u0645\u0627\u0631\u064a\u0646 \u0639\u0645\u0644\u064a\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u062d\u0627\u0644\u0629<\/strong>.<br>\u2705 <strong>\u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0627\u0644\u062d\u0648\u0643\u0645\u0629 \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644:<\/strong> \u064a\u0636\u0645\u0646 <strong>\u064a\u062a\u0648\u0627\u0641\u0642 \u062a\u0628\u0646\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0639 \u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629 \u0648\u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0629 \u0648\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0644\u0644\u0634\u0631\u0643\u0627\u062a<\/strong>.<br>\u2705 <strong>\u0645\u0631\u0648\u0646\u0629 \u0627\u0644\u0635\u0646\u0627\u0639\u0629:<\/strong> \u064a\u0645\u0643\u0646 \u062a\u0643\u064a\u064a\u0641\u0647\u0627 \u0644 <strong>\u0627\u0644\u062a\u062c\u0632\u0626\u0629\u060c \u0648\u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0645\u0635\u0631\u0641\u064a\u0629\u060c \u0648\u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629\u060c \u0648\u0628\u0631\u0645\u062c\u064a\u0627\u062a SaaS B2B\u060c \u0648\u063a\u064a\u0631\u0647\u0627 \u0645\u0646 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a<\/strong>.<\/p>","protected":false},"excerpt":{"rendered":"<p>Business Physics AI Lab Research Approach Exhaustive Framework for AI-Driven Business Strategy, Optimization, and Automation Integrating LLMs, LQMs, and RAG This is the fully expanded and exhaustive version of the AI Learning Path based on the 12 Business Environments, 20 Business Physics Principles, and 10 Synthetic Agents to ensure AI is applied with strategic precision [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-72","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Our Research Protocol - Business Physics AI Lab<\/title>\n<meta name=\"description\" content=\"AI-driven business research protocol integrating LLMs, LQMs, and RAG to optimize strategy, automation, and governance across 12 Business Environments.\" \/>\n<meta name=\"robots\" content=\"index, follow, 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