{"id":4579,"date":"2024-11-18T17:32:45","date_gmt":"2024-11-18T14:32:45","guid":{"rendered":"https:\/\/marketing-byai.com\/?p=4579"},"modified":"2026-03-05T17:32:41","modified_gmt":"2026-03-05T17:32:41","slug":"ai-assistants-%d9%85%d8%b3%d8%a7%d8%b9%d8%af%d8%a7%d8%aa-%d8%a7%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7%d8%b5%d8%b7%d9%86%d8%a7%d8%b9%d9%8a","status":"publish","type":"post","link":"https:\/\/mahira.app\/ar\/ai-assistants-%d9%85%d8%b3%d8%a7%d8%b9%d8%af%d8%a7%d8%aa-%d8%a7%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7%d8%b5%d8%b7%d9%86%d8%a7%d8%b9%d9%8a\/","title":{"rendered":"\u0643\u0644 \u0645\u0627 \u062a\u0648\u062f \u0645\u0639\u0631\u0641\u062a\u0629 \u0639\u0646 AI Assistants (\u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a)"},"content":{"rendered":"<div class=\"flex-1 overflow-hidden\">\n<div class=\"h-full\">\n<div class=\"react-scroll-to-bottom--css-yeujf-79elbk h-full\">\n<div class=\"react-scroll-to-bottom--css-yeujf-1n7m0yu\">\n<div class=\"flex flex-col text-sm md:pb-9\">\n<article class=\"w-full scroll-mb-[var(--thread-trailing-height,150px)] text-token-text-primary focus-visible:outline-2 focus-visible:outline-offset-[-4px]\" dir=\"auto\" data-testid=\"conversation-turn-15\" data-scroll-anchor=\"true\">\n<div class=\"m-auto text-base py-[18px] px-3 md:px-4 w-full md:px-5 lg:px-4 xl:px-5\">\n<div class=\"mx-auto flex flex-1 gap-4 text-base md:gap-5 lg:gap-6 md:max-w-3xl lg:max-w-[40rem] xl:max-w-[48rem]\">\n<div class=\"group\/conversation-turn relative flex w-full min-w-0 flex-col agent-turn\">\n<div class=\"flex-col gap-1 md:gap-3\">\n<div class=\"flex max-w-full flex-col flex-grow\">\n<div class=\"min-h-8 text-message flex w-full flex-col items-end gap-2 whitespace-normal break-words [.text-message+&amp;]:mt-5\" dir=\"auto\" data-message-author-role=\"assistant\" data-message-id=\"39c08f34-8278-45b9-b108-63dc2238e115\" data-message-model-slug=\"gpt-4o\">\n<div class=\"flex w-full flex-col gap-1 empty:hidden first:pt-[3px]\">\n<div class=\"markdown prose w-full break-words dark:prose-invert light\">\n<p>\u0627\u0633\u062a\u0643\u0627\u0645\u0644\u0627 <a href=\"https:\/\/marketing-byai.com\/courses\">\u0644\u0643\u0648\u0631\u0633 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u0649<\/a> \u0639\u0644\u0649 \u0645\u0646\u0635\u0629 <a href=\"https:\/\/marketing-byai.com\/\">Marketing by AI<\/a>\u060c \u062f\u0639\u0648\u0646\u0627 \u0627\u0644\u064a\u0648\u0645 \u0646\u062c\u064a\u0628 \u0639\u0646 \u0633\u0624\u0627\u0644<\/p>\n<h2><strong>\u0645\u0627 \u0647\u064a AI Assistants (\u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a)\u061f<\/strong><\/h2>\n<p><a href=\"https:\/\/marketing-byai.com\/%d8%af%d9%84%d9%8a%d9%84%d9%83-%d9%84%d8%a8%d8%af%d8%a1-%d8%a8%d9%86%d8%a7%d8%a1-%d8%a7%d9%84%d8%aa%d8%b7%d8%a8%d9%8a%d9%82%d8%a7%d8%aa-%d8%a8%d8%a7%d8%b3%d8%aa%d8%ae%d8%af%d8%a7%d9%85-chatgpt\"><strong>AI Assistants<\/strong><\/a> (\u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a) \u0647\u064a \u0628\u0631\u0627\u0645\u062c \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0635\u064f\u0645\u0645\u062a \u0644\u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u062f\u0639\u0645 \u0648\u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0641\u064a \u0623\u062f\u0627\u0621 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u064a\u0648\u0645\u064a\u0629\u060c \u0633\u0648\u0627\u0621 \u0643\u0627\u0646\u062a \u0634\u062e\u0635\u064a\u0629 \u0623\u0648 \u0645\u0647\u0646\u064a\u0629. \u062a\u0639\u062a\u0645\u062f \u0647\u0630\u0647 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0639\u0644\u0649 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062b\u0644 <strong>Natural Language Processing (<a href=\"https:\/\/marketing-byai.com\/%d8%a3%d9%87%d9%85-%d9%85%d8%b5%d8%b7%d9%84%d8%ad%d8%a7%d8%aa-%d8%a7%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7%d8%b5%d8%b7%d9%86%d8%a7%d8%b9%d9%8a\">NLP<\/a>)<\/strong> (\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629)\u060c \u0648<strong>Machine Learning<\/strong> (\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629)\u060c \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0641\u0647\u0645 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0644\u0647\u0627 \u0628\u0637\u0631\u064a\u0642\u0629 \u0637\u0628\u064a\u0639\u064a\u0629 \u0648\u0633\u0644\u0633\u0629.<\/p>\n<h3><strong>\u0643\u064a\u0641 \u062a\u0639\u0645\u0644 AI Assistants (\u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a)\u061f<\/strong><\/h3>\n<p><strong>AI Assistants<\/strong> \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0644\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627 \u0628\u0647\u062f\u0641 \u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0641\u064a \u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u064a\u0648\u0645\u064a\u0629 \u0628\u0643\u0641\u0627\u0621\u0629 \u0648\u0641\u0639\u0627\u0644\u064a\u0629. \u0644\u0641\u0647\u0645 \u0643\u064a\u0641\u064a\u0629 \u0639\u0645\u0644 \u0647\u0630\u0647 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629\u060c \u064a\u062c\u0628 \u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0625\u0644\u0649 \u0645\u0631\u0627\u062d\u0644 \u0631\u0626\u064a\u0633\u064a\u0629 \u062a\u0634\u0645\u0644 \u0627\u0644\u0625\u062f\u062e\u0627\u0644\u060c \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629\u060c \u0648\u0627\u0644\u0625\u062e\u0631\u0627\u062c. \u0647\u0630\u0647 \u0627\u0644\u0645\u0631\u0627\u062d\u0644 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u062a\u0642\u0646\u064a\u0627\u062a \u0623\u0633\u0627\u0633\u064a\u0629 \u0645\u062b\u0644 <strong>Natural Language Processing (NLP)<\/strong>\u060c <strong>Machine Learning<\/strong>\u060c \u0648<strong>AI Algorithms<\/strong>.<\/p>\n<p>&nbsp;<\/p>\n<h3><strong>\u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0639\u0645\u0644 AI Assistants<\/strong><\/h3>\n<h4><strong>1. \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (Natural Language Processing &#8211; NLP)<\/strong><\/h4>\n<p><strong>NLP<\/strong> \u0647\u064a \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0633\u0627\u0639\u062f <strong>AI Assistants<\/strong> \u0639\u0644\u0649 \u0641\u0647\u0645 \u0648\u0627\u0633\u062a\u064a\u0639\u0627\u0628 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629.<\/p>\n<ul>\n<li><strong>\u0643\u064a\u0641 \u062a\u0639\u0645\u0644\u061f<\/strong>\n<ul>\n<li><strong>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0627\u0644\u0635\u0648\u062a\u064a\u0629:<\/strong> \u0639\u0646\u062f\u0645\u0627 \u064a\u062a\u062d\u062f\u062b \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0623\u0648 \u064a\u0643\u062a\u0628 \u0646\u0635\u064b\u0627\u060c \u064a\u0642\u0648\u0645 \u0627\u0644\u0646\u0638\u0627\u0645 \u0628\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0644\u0641\u0647\u0645 \u0627\u0644\u0633\u064a\u0627\u0642.<\/li>\n<li><strong>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u064a\u0629 (Intent Recognition):<\/strong> \u062a\u062d\u062f\u064a\u062f \u0645\u0627 \u064a\u0631\u064a\u062f \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u062a\u062d\u0642\u064a\u0642\u0647 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0646\u0635 \u0623\u0648 \u0627\u0644\u0635\u0648\u062a\u060c \u0645\u062b\u0644 \u062c\u062f\u0648\u0644\u0629 \u0627\u062c\u062a\u0645\u0627\u0639 \u0623\u0648 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0639\u0646 \u0633\u0624\u0627\u0644.<\/li>\n<li><strong>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a (Entity Recognition):<\/strong> \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u0645\u0647\u0645\u0629 \u0645\u0646 \u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0645\u062b\u0644 \u0627\u0644\u0623\u0633\u0645\u0627\u0621\u060c \u0627\u0644\u062a\u0648\u0627\u0631\u064a\u062e\u060c \u0627\u0644\u0645\u0648\u0627\u0642\u0639\u060c \u0623\u0648 \u0627\u0644\u0623\u0631\u0642\u0627\u0645.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4><strong>\u0645\u062b\u0627\u0644 \u0639\u0645\u0644\u064a:<\/strong><\/h4>\n<ul>\n<li>\u0625\u0630\u0627 \u0642\u0644\u062a: &#8220;\u0630\u0643\u0631\u0646\u064a \u0628\u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639 \u0645\u0639 \u0623\u062d\u0645\u062f \u063a\u062f\u064b\u0627 \u0627\u0644\u0633\u0627\u0639\u0629 3 \u0645\u0633\u0627\u0621\u064b&#8221;\u060c \u064a\u0642\u0648\u0645 <strong>NLP<\/strong> \u0628\u062a\u062d\u0644\u064a\u0644:\n<ul>\n<li>\u0627\u0644\u0646\u064a\u0629: \u0625\u0639\u062f\u0627\u062f \u062a\u0630\u0643\u064a\u0631.<\/li>\n<li>\u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a: &#8220;\u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639&#8221;\u060c &#8220;\u0623\u062d\u0645\u062f&#8221;\u060c &#8220;\u063a\u062f\u064b\u0627&#8221;\u060c &#8220;3 \u0645\u0633\u0627\u0621\u064b&#8221;.<br \/>\n\u062b\u0645 \u064a\u0646\u0641\u0630 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0645\u0647\u0645\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0647\u0630\u0647 \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4><strong>2. \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a (Machine Learning &#8211; ML)<\/strong><\/h4>\n<p><strong>Machine Learning<\/strong> \u0647\u0648 \u0627\u0644\u0639\u0646\u0635\u0631 \u0627\u0644\u0630\u064a \u064a\u062c\u0639\u0644 \u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0630\u0643\u064a\u064b\u0627 \u0648\u0642\u0627\u062f\u0631\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u062a\u0643\u064a\u0641 \u0645\u0639 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/p>\n<ul>\n<li><strong>\u0643\u064a\u0641 \u064a\u0639\u0645\u0644\u061f<\/strong>\n<ul>\n<li><strong>\u062a\u0639\u0644\u0645 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/strong> \u064a\u062c\u0645\u0639 \u0627\u0644\u0646\u0638\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0633\u0627\u0628\u0642\u0629 \u0645\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u064a\u0633\u062a\u062e\u062f\u0645\u0647\u0627 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621.<\/li>\n<li><strong>\u0627\u0644\u062a\u0643\u064a\u0641 \u0645\u0639 \u0627\u0644\u0623\u0646\u0645\u0627\u0637:<\/strong> \u064a\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0633\u0644\u0648\u0643\u064a\u0629 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0645\u062b\u0644 \u0627\u0644\u0623\u0648\u0642\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0641\u0636\u0644 \u0641\u064a\u0647\u0627 \u0627\u0644\u062a\u0630\u0643\u064a\u0631\u0627\u062a \u0623\u0648 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062a\u064a \u062a\u062d\u0628 \u0623\u0646 \u062a\u064f\u0639\u0631\u0636 \u0628\u0647\u0627 \u0627\u0644\u0625\u062c\u0627\u0628\u0627\u062a.<\/li>\n<li><strong>\u0627\u0644\u062a\u062d\u062f\u064a\u062b \u0627\u0644\u0645\u0633\u062a\u0645\u0631:<\/strong> \u064a\u062d\u062f\u0651\u062b \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0645\u0631 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0648\u062a\u0648\u0641\u064a\u0631 \u062a\u062c\u0631\u0628\u0629 \u0623\u0641\u0636\u0644.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4><strong>\u0645\u062b\u0627\u0644 \u0639\u0645\u0644\u064a:<\/strong><\/h4>\n<ul>\n<li>\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0637\u0644\u0628 \u062f\u0627\u0626\u0645\u064b\u0627 \u062c\u062f\u0648\u0644\u0629 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u0627\u062a \u0641\u064a \u0627\u0644\u0635\u0628\u0627\u062d\u060c \u0633\u064a\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0630\u0644\u0643 \u0648\u064a\u0628\u062f\u0623 \u0641\u064a \u0627\u0642\u062a\u0631\u0627\u062d \u0645\u0648\u0627\u0639\u064a\u062f \u0635\u0628\u0627\u062d\u064a\u0629 \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627.<\/li>\n<\/ul>\n<h4><strong>3. \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (AI Algorithms)<\/strong><\/h4>\n<p>\u062a\u0633\u062a\u062e\u062f\u0645 <strong>AI Assistants<\/strong> \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0644\u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0644\u0642\u0627\u0647\u0627.<\/p>\n<ul>\n<li><strong>\u0643\u064a\u0641 \u062a\u0639\u0645\u0644\u061f<\/strong>\n<ul>\n<li><strong>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/strong> \u062a\u0641\u062d\u0635 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0644\u0645\u0647\u0645\u0629 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 \u0644\u062a\u0642\u062f\u064a\u0645 \u0623\u0641\u0636\u0644 \u0627\u0644\u062d\u0644\u0648\u0644.<\/li>\n<li><strong>\u0627\u0644\u062a\u0646\u0628\u0624:<\/strong> \u062a\u0633\u062a\u062e\u062f\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062b\u0644 <strong>Predictive Analytics<\/strong> \u0644\u062a\u0648\u0642\u0639 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0633\u0644\u0648\u0643\u064a\u0629.<\/li>\n<li><strong>\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a:<\/strong> \u062a\u0646\u0641\u0630 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0628\u0643\u0641\u0627\u0621\u0629 \u0648\u062f\u0642\u0629\u060c \u0633\u0648\u0627\u0621 \u0643\u0627\u0646\u062a \u062a\u062a\u0639\u0644\u0642 \u0628\u0625\u0639\u062f\u0627\u062f \u062a\u0630\u0643\u064a\u0631 \u0623\u0648 \u062a\u0642\u062f\u064a\u0645 \u062a\u0648\u0635\u064a\u0627\u062a.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4><strong>\u0645\u062b\u0627\u0644 \u0639\u0645\u0644\u064a:<\/strong><\/h4>\n<ul>\n<li>\u0625\u0630\u0627 \u0633\u0623\u0644\u062a: &#8220;\u0645\u0627 \u0647\u0648 \u0627\u0644\u0637\u0642\u0633 \u0627\u0644\u064a\u0648\u0645\u061f&#8221;<br \/>\n\u064a\u0642\u0648\u0645 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0628\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0637\u0642\u0633 \u0648\u062a\u0642\u062f\u064a\u0645 \u0625\u062c\u0627\u0628\u0629 \u062f\u0642\u064a\u0642\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0645\u0648\u0642\u0639\u0643.<\/li>\n<\/ul>\n<hr \/>\n<h3><strong>\u0627\u0644\u0645\u0631\u0627\u062d\u0644 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0639\u0645\u0644 AI Assistants<\/strong><\/h3>\n<h4><strong>1. \u0627\u0644\u0625\u062f\u062e\u0627\u0644 (Input):<\/strong><\/h4>\n<ul>\n<li>\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u064a\u0642\u062f\u0645 \u0637\u0644\u0628\u0647 \u0625\u0645\u0627 \u0639\u0646 \u0637\u0631\u064a\u0642 \u0627\u0644\u0646\u0635 \u0623\u0648 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0627\u0644\u0635\u0648\u062a\u064a\u0629.<\/li>\n<li>\u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a \u064a\u0633\u062a\u062e\u062f\u0645 <strong>Speech Recognition<\/strong> \u0644\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0635\u0648\u062a \u0625\u0644\u0649 \u0646\u0635 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u0625\u062f\u062e\u0627\u0644 \u0635\u0648\u062a\u064a\u064b\u0627.<\/li>\n<\/ul>\n<h4><strong>2. \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 (Processing):<\/strong><\/h4>\n<ul>\n<li>\u064a\u062a\u0645 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0625\u062f\u062e\u0627\u0644 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 <strong>NLP<\/strong> \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0646\u064a\u0629 \u0648\u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629.<\/li>\n<li>\u064a\u062a\u0645 \u062a\u0637\u0628\u064a\u0642 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u0641\u0647\u0645 \u0627\u0644\u0633\u064a\u0627\u0642 \u0648\u062a\u062d\u0633\u064a\u0646 \u062f\u0642\u0629 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629.<\/li>\n<li>\u0627\u0644\u0645\u0633\u0627\u0639\u062f \u064a\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0623\u0648 \u064a\u0646\u0641\u0630 \u0627\u0644\u0645\u0647\u0645\u0629 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629.<\/li>\n<\/ul>\n<h4><strong>3. \u0627\u0644\u0625\u062e\u0631\u0627\u062c (Output):<\/strong><\/h4>\n<ul>\n<li>\u064a\u062a\u0645 \u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0625\u0645\u0627 \u0639\u0646 \u0637\u0631\u064a\u0642 \u0627\u0644\u0646\u0635\u060c \u0627\u0644\u0635\u0648\u062a\u060c \u0623\u0648 \u0625\u062c\u0631\u0627\u0621 \u0645\u0639\u064a\u0646 (\u0645\u062b\u0644 \u062c\u062f\u0648\u0644\u0629 \u0645\u0648\u0639\u062f \u0623\u0648 \u0625\u0631\u0633\u0627\u0644 \u062a\u0630\u0643\u064a\u0631).<\/li>\n<li>\u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u064a\u062a\u0637\u0644\u0628 \u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0635\u0648\u062a\u064a\u0629\u060c \u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 <strong>Text-to-Speech (TTS)<\/strong> \u0644\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0646\u0635 \u0625\u0644\u0649 \u0635\u0648\u062a.<\/li>\n<li><img fetchpriority=\"high\" decoding=\"async\" class=\"size-medium wp-image-4568 aligncenter\" src=\"https:\/\/marketing-byai.com\/wp-content\/uploads\/2024\/11\/\u0627\u0644\u062a\u062d\u064a\u0632-\u0639\u0646\u062f-\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a-300x300.jpg\" alt=\"\u0627\u0644\u062a\u062d\u064a\u0632 \u0639\u0646\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\" width=\"300\" height=\"300\" \/><\/li>\n<\/ul>\n<hr \/>\n<h3><strong>\u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0641\u064a \u0639\u0645\u0644 AI Assistants<\/strong><\/h3>\n<p><strong>1. \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u062a (Speech Recognition): <\/strong><span style=\"font-size: 16px;\">\u0644\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0627\u0644\u0635\u0648\u062a\u064a\u0629 \u0625\u0644\u0649 \u0646\u0635\u0648\u0635 \u064a\u0645\u0643\u0646 \u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627. <\/span><span style=\"font-size: 16px;\">\u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062b\u0644 <\/span><strong style=\"font-size: 16px;\">ASR (Automatic Speech Recognition)<\/strong><span style=\"font-size: 16px;\"> \u0644\u0641\u0647\u0645 \u0627\u0644\u0643\u0644\u0627\u0645 \u0628\u062f\u0642\u0629.<\/span><\/p>\n<p><strong>2. \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 (Deep Learning): <\/strong><span style=\"font-size: 16px;\">\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629 \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0633\u062a\u064a\u0639\u0627\u0628 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a \u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629.<\/span><\/p>\n<p><strong>3. \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 (Neural Networks): <\/strong><span style=\"font-size: 16px;\">\u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0648\u062a\u0642\u062f\u064a\u0645 \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u062f\u0642\u064a\u0642\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0633\u064a\u0627\u0642.<\/span><\/p>\n<hr \/>\n<h3><strong>\u0643\u064a\u0641 \u064a\u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0645\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u061f<\/strong><\/h3>\n<ol>\n<li><strong>\u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0637\u0644\u0628 <\/strong>\u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u064a\u0637\u0644\u0628 \u0645\u0646 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u062c\u062f\u0648\u0644\u0629 \u0627\u062c\u062a\u0645\u0627\u0639\u060c \u064a\u062a\u0645 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644 \u0645\u062b\u0644 \u0627\u0644\u064a\u0648\u0645 \u0648\u0627\u0644\u0648\u0642\u062a \u0648\u0627\u0644\u0623\u0634\u062e\u0627\u0635 \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u064a\u0646.<\/li>\n<li><strong>\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0645\u0647\u0627\u0645: <\/strong>\u064a\u0642\u0648\u0645 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0628\u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0645\u0639 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649 \u0645\u062b\u0644 \u0627\u0644\u062a\u0642\u0648\u064a\u0645 \u0623\u0648 \u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u0644\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0645\u0647\u0645\u0629.<\/li>\n<li><strong>\u0625\u0639\u0637\u0627\u0621 \u062a\u063a\u0630\u064a\u0629 \u0631\u0627\u062c\u0639\u0629: <\/strong>\u064a\u0642\u062f\u0645 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u062a\u0623\u0643\u064a\u062f\u064b\u0627\u060c \u0645\u062b\u0644: &#8220;\u062a\u0645 \u062c\u062f\u0648\u0644\u0629 \u0627\u062c\u062a\u0645\u0627\u0639\u0643 \u0645\u0639 \u0623\u062d\u0645\u062f \u064a\u0648\u0645 \u063a\u062f \u0627\u0644\u0633\u0627\u0639\u0629 3 \u0645\u0633\u0627\u0621\u064b.&#8221;<\/li>\n<\/ol>\n<p>\u062a\u0639\u0645\u0644 <strong>AI Assistants<\/strong> \u0645\u0646 \u062e\u0644\u0627\u0644 \u062f\u0645\u062c \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0645\u062b\u0644 <strong>NLP<\/strong>\u060c <strong>Machine Learning<\/strong>\u060c \u0648<strong>AI Algorithms<\/strong> \u0644\u0641\u0647\u0645 \u0627\u0644\u0637\u0644\u0628\u0627\u062a\u060c \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0645\u0647\u0627\u0645 \u0628\u0643\u0641\u0627\u0621\u0629. \u0647\u0630\u0647 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0644\u0645 \u0645\u0646 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0633\u0627\u0628\u0642\u0629 \u0648\u0627\u0644\u062a\u0643\u064a\u0641 \u0645\u0639 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0623\u062f\u0648\u0627\u062a \u0644\u0627 \u063a\u0646\u0649 \u0639\u0646\u0647\u0627 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062d\u064a\u0627\u0629 \u0627\u0644\u064a\u0648\u0645\u064a\u0629.<\/p>\n<hr \/>\n<h3><strong>\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0640 AI Assistants<\/strong><\/h3>\n<p><strong>AI Assistants<\/strong> \u062a\u062a\u0645\u064a\u0632 \u0628\u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u062a\u064a \u062a\u062c\u0639\u0644\u0647\u0627 \u0623\u062f\u0648\u0627\u062a \u0641\u0639\u0651\u0627\u0644\u0629 \u0648\u0642\u0648\u064a\u0629 \u0644\u062a\u0628\u0633\u064a\u0637 \u0627\u0644\u062d\u064a\u0627\u0629 \u0627\u0644\u064a\u0648\u0645\u064a\u0629 \u0648\u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629. \u0647\u0630\u0647 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0645\u062b\u0644 <strong>Natural Language Processing (NLP)<\/strong>\u060c \u0648<strong>Machine Learning<\/strong>\u060c \u0648\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u064a \u062a\u062c\u0639\u0644 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0623\u0643\u062b\u0631 \u0630\u0643\u0627\u0621\u064b \u0648\u062a\u0643\u064a\u0641\u064b\u0627 \u0645\u0639 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u062a\u0641\u0635\u064a\u0644 \u0644\u0623\u0647\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u064a\u0632\u0627\u062a:<\/p>\n<h4>1. <strong>\u0641\u0647\u0645 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (Natural Language Understanding):<\/strong><\/h4>\n<p>\u062a\u0645\u0643\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u064a\u0632\u0629 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a \u0645\u0646 \u0641\u0647\u0645 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0623\u0648\u0627\u0645\u0631\u0647 \u0628\u0646\u0641\u0633 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062a\u064a \u064a\u062a\u0648\u0627\u0635\u0644 \u0628\u0647\u0627 \u0645\u0639 \u0627\u0644\u0628\u0634\u0631. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0623\u0646 \u064a\u0642\u0648\u0644: &#8220;\u0630\u0643\u0631\u0646\u064a \u0628\u0645\u0642\u0627\u0628\u0644\u0629 \u0627\u0644\u0639\u0645\u0644 \u063a\u062f\u064b\u0627 \u0627\u0644\u0633\u0627\u0639\u0629 10 \u0635\u0628\u0627\u062d\u064b\u0627&#8221;\u060c \u0648\u0633\u064a\u0642\u0648\u0645 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0628\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u062a\u0630\u0643\u064a\u0631 \u0648\u062a\u0646\u0641\u064a\u0630\u0647.<\/p>\n<h4>2. <strong>\u0627\u0644\u0648\u0639\u064a \u0628\u0627\u0644\u0633\u064a\u0627\u0642 (Context Awareness):<\/strong><\/h4>\n<p>\u062a\u0639\u0646\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u064a\u0632\u0629 \u0623\u0646 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a \u064a\u0645\u0643\u0646\u0647 \u0627\u0644\u0627\u062d\u062a\u0641\u0627\u0638 \u0628\u0627\u0644\u0633\u064a\u0627\u0642 \u0639\u0628\u0631 \u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0623\u0643\u062b\u0631 \u0645\u0646\u0637\u0642\u064a\u0629. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0625\u0630\u0627 \u0633\u0623\u0644\u062a: &#8220;\u0645\u062a\u0649 \u0645\u0648\u0639\u062f \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u061f&#8221; \u062b\u0645 \u062a\u0627\u0628\u0639\u062a \u0628\u0633\u0624\u0627\u0644: &#8220;\u0647\u0644 \u064a\u0645\u0643\u0646\u0646\u064a \u062a\u063a\u064a\u064a\u0631\u0647 \u0625\u0644\u0649 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621\u061f&#8221;\u060c \u0633\u064a\u0639\u0631\u0641 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0623\u0646\u0643 \u062a\u0634\u064a\u0631 \u0625\u0644\u0649 \u0646\u0641\u0633 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639.<\/p>\n<h4>3. <strong>\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0645\u0647\u0627\u0645 (Task Automation):<\/strong><\/h4>\n<p>\u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0645\u0646 \u0625\u0639\u062f\u0627\u062f \u0627\u0644\u062a\u0630\u0643\u064a\u0631\u0627\u062a \u0648\u062c\u062f\u0648\u0644\u0629 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u0627\u062a \u0625\u0644\u0649 \u0625\u062c\u0631\u0627\u0621 \u0639\u0645\u0644\u064a\u0627\u062a \u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627 \u0645\u062b\u0644 \u0625\u0631\u0633\u0627\u0644 \u062a\u0642\u0627\u0631\u064a\u0631 \u0623\u0648 \u0645\u062a\u0627\u0628\u0639\u0629 \u0627\u0644\u0637\u0644\u0628\u0627\u062a.<\/p>\n<h4>4. <strong>\u0627\u0644\u062a\u0639\u0644\u0645 \u0648\u0627\u0644\u062a\u0643\u064a\u0641 (Learning and Adaptation):<\/strong><\/h4>\n<p>\u062a\u062a\u0639\u0644\u0645 <strong>AI Assistants<\/strong> \u0645\u0646 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0645\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0644\u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0626\u0647\u0627. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0641\u0636\u0644 \u062a\u0644\u0642\u064a \u0627\u0644\u062a\u0630\u0643\u064a\u0631\u0627\u062a \u0639\u0628\u0631 \u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u0628\u062f\u0644\u064b\u0627 \u0645\u0646 \u0627\u0644\u0625\u0634\u0639\u0627\u0631\u0627\u062a \u0627\u0644\u0641\u0648\u0631\u064a\u0629\u060c \u0633\u062a\u0642\u0648\u0645 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0628\u062a\u0643\u064a\u064a\u0641 \u0646\u0641\u0633\u0647\u0627 \u0644\u062a\u0644\u0628\u064a\u0629 \u062a\u0641\u0636\u064a\u0644\u0627\u062a\u0643.<\/p>\n<h3><strong>5. \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0642\u0646\u0648\u0627\u062a (Multi-Channel Interaction)<\/strong><\/h3>\n<p>\u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0645\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0639\u0628\u0631 \u0642\u0646\u0648\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0645\u062b\u0644 \u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0627\u0644\u0635\u0648\u062a\u064a\u0629\u060c \u0623\u0648 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629<b> . <\/b><span style=\"font-size: 16px;\">\u064a\u062a\u0645 \u062f\u0645\u062c \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a \u0645\u0639 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 (\u0645\u062b\u0644 \u0627\u0644\u0647\u0648\u0627\u062a\u0641\u060c \u0627\u0644\u0633\u0627\u0639\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629\u060c \u0648\u0645\u0643\u0628\u0631\u0627\u062a \u0627\u0644\u0635\u0648\u062a) \u0644\u0636\u0645\u0627\u0646 \u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0648\u0635\u0648\u0644.\u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0645\u0633\u0627\u0639\u062f \u0645\u062b\u0644 <strong>Amazon Alexa<\/strong> \u0639\u0628\u0631 \u0645\u0643\u0628\u0631 \u0635\u0648\u062a \u0630\u0643\u064a\u060c \u0623\u0648 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 <strong>Google Assistant<\/strong> \u0639\u0628\u0631 \u0647\u0627\u062a\u0641\u0643 \u0627\u0644\u0630\u0643\u064a.<\/span><\/p>\n<h3><strong>6. \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (Integration with Systems and Applications)<\/strong><\/h3>\n<p>\u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0623\u0646\u0638\u0645\u0629 \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629 \u0644\u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642 \u0627\u0644\u0648\u0638\u0627\u0626\u0641. \u064a\u0639\u062a\u0645\u062f \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0639\u0644\u0649 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a <strong>APIs<\/strong> \u0644\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u062a\u0642\u0648\u064a\u0645\u060c \u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u060c \u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0637\u0642\u0633\u060c \u0648\u0645\u0646\u0635\u0627\u062a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639. \u0645\u062b\u0627\u0644: \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 <strong>Google Calendar<\/strong> \u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0648\u0627\u0639\u064a\u062f.<\/p>\n<h3><strong>7. \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0627\u0644\u0641\u0648\u0631\u064a\u0629 (Real-Time Responses)<\/strong><\/h3>\n<p>\u062a\u0642\u062f\u064a\u0645 \u0625\u062c\u0627\u0628\u0627\u062a \u0623\u0648 \u062a\u0646\u0641\u064a\u0630 \u0623\u0648\u0627\u0645\u0631 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a. \u062a\u0633\u062a\u062e\u062f\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0633\u0631\u064a\u0639\u0629 \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0648\u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u062f\u0648\u0646 \u062a\u0623\u062e\u064a\u0631 \u064a\u064f\u0630\u0643\u0631. \u0645\u062b\u0627\u0644: \u0625\u0630\u0627 \u0633\u0623\u0644\u062a: &#8220;\u0645\u0627 \u062d\u0627\u0644\u0629 \u0627\u0644\u0637\u0642\u0633 \u0627\u0644\u064a\u0648\u0645\u061f&#8221;\u060c \u064a\u0642\u062f\u0645 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0641\u0648\u0631\u064a\u0629 \u0645\u0639 \u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0627\u0644\u0637\u0642\u0633 \u0627\u0644\u062d\u0627\u0644\u064a\u0629.<\/p>\n<h3><strong>8. \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u062a\u0648\u0635\u064a\u0627\u062a (Recommendation Generation)<\/strong><\/h3>\n<p>\u062a\u0642\u062f\u064a\u0645 \u0627\u0642\u062a\u0631\u0627\u062d\u0627\u062a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0623\u0648 \u0627\u0647\u062a\u0645\u0627\u0645\u0627\u062a\u0647. \u064a\u0639\u062a\u0645\u062f \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0639\u0644\u0649 \u062a\u062d\u0644\u064a\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0645\u062b\u0644 \u0633\u062c\u0644 \u0627\u0644\u0628\u062d\u062b \u0623\u0648 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0633\u0627\u0628\u0642\u0629 \u0644\u062a\u0642\u062f\u064a\u0645 \u062a\u0648\u0635\u064a\u0627\u062a \u0645\u0644\u0627\u0626\u0645\u0629. \u0645\u062b\u0627\u0644: \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0628\u062d\u062b \u0639\u0646 \u062f\u0648\u0631\u0627\u062a \u062a\u0639\u0644\u064a\u0645\u064a\u0629\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0642\u062a\u0631\u0627\u062d \u062f\u0648\u0631\u0627\u062a \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u062a\u062a\u0646\u0627\u0633\u0628 \u0645\u0639 \u0627\u0647\u062a\u0645\u0627\u0645\u0627\u062a\u0643 \u0627\u0644\u0645\u0647\u0646\u064a\u0629.<\/p>\n<p><img decoding=\"async\" class=\"size-medium wp-image-4503\" src=\"https:\/\/marketing-byai.com\/wp-content\/uploads\/2024\/11\/\u0623\u0647\u0645-\u0645\u0648\u0627\u0642\u0639-\u0644\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a-\u0623\u0641\u0636\u0644-300-\u0645\u0648\u0642\u0639-\u0641\u0649-2025-300x171.webp\" alt=\"\u0623\u0647\u0645 \u0645\u0648\u0627\u0642\u0639 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a - \u0623\u0641\u0636\u0644 300 \u0645\u0648\u0642\u0639 \u0641\u0649 2025\" width=\"300\" height=\"171\" \/><\/p>\n<hr \/>\n<h3><strong>\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a AI Assistants \u0641\u064a \u0627\u0644\u062d\u064a\u0627\u0629 \u0627\u0644\u064a\u0648\u0645\u064a\u0629<\/strong><\/h3>\n<h4>1. <strong>\u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629:<\/strong><\/h4>\n<p>\u062a\u0639\u0645\u0644 \u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u062a\u0648\u0641\u064a\u0631 \u0627\u0644\u0648\u0642\u062a \u0645\u0646 \u062e\u0644\u0627\u0644 \u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0631\u0648\u062a\u064a\u0646\u064a\u0629\u060c \u0645\u062b\u0644 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062a\u0642\u0648\u064a\u0645\u060c \u0625\u0631\u0633\u0627\u0644 \u0627\u0644\u062a\u0630\u0643\u064a\u0631\u0627\u062a\u060c \u0648\u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0627\u062a.<br \/>\n<strong>\u0645\u062b\u0627\u0644: <\/strong><span style=\"font-size: 16px;\">\u064a\u0645\u0643\u0646\u0643 \u0623\u0646 \u062a\u0637\u0644\u0628 \u0645\u0646 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u062c\u062f\u0648\u0644\u0629 \u0627\u062c\u062a\u0645\u0627\u0639 \u0641\u0631\u064a\u0642 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0623\u0633\u0628\u0648\u0639\u064a \u0645\u0639 \u0625\u0631\u0633\u0627\u0644 \u062f\u0639\u0648\u0627\u062a \u0644\u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u064a\u0646 \u0648\u062a\u0630\u0643\u064a\u0631\u0647\u0645 \u0642\u0628\u0644 \u0627\u0644\u0645\u0648\u0639\u062f.<\/span><\/p>\n<h4>2. <strong>\u0627\u0644\u062a\u0646\u0638\u064a\u0645 \u0627\u0644\u0634\u0627\u0645\u0644 \u0644\u0644\u062d\u064a\u0627\u0629 \u0627\u0644\u0634\u062e\u0635\u064a\u0629 \u0648\u0627\u0644\u0645\u0647\u0646\u064a\u0629:<\/strong><\/h4>\n<p>\u062a\u0639\u0645\u0644 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0643\u062c\u0633\u0631 \u064a\u0631\u0628\u0637 \u0628\u064a\u0646 \u0627\u0644\u062d\u064a\u0627\u0629 \u0627\u0644\u0634\u062e\u0635\u064a\u0629 \u0648\u0627\u0644\u0645\u0647\u0646\u064a\u0629. \u0641\u0647\u064a \u062a\u0633\u0627\u0639\u062f \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u064a\u0648\u0645\u064a\u0629<\/p>\n<p><strong> \u0645\u062b\u0644<\/strong>: <span style=\"font-size: 16px;\">\u062a\u0646\u0638\u064a\u0645 \u062c\u062f\u0648\u0644 \u0627\u0644\u0639\u0645\u0644 &#8211; <\/span><span style=\"font-size: 16px;\">\u062a\u0630\u0643\u064a\u0631\u0643 \u0628\u0627\u0644\u0645\u0648\u0627\u0639\u064a\u062f \u0627\u0644\u0645\u0647\u0645\u0629 \u0641\u064a \u062d\u064a\u0627\u062a\u0643 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629\u060c \u0645\u062b\u0644 \u062d\u0641\u0644\u0627\u062a \u0639\u064a\u062f \u0627\u0644\u0645\u064a\u0644\u0627\u062f \u0623\u0648 \u0632\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0628.<\/span><\/p>\n<h4>3. <strong>\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062a\u0639\u0644\u0645 \u0648\u0627\u0644\u062a\u0637\u0648\u064a\u0631:<\/strong><\/h4>\n<p>\u062a\u0633\u0627\u0639\u062f <strong>AI Assistants<\/strong> \u0641\u064a \u062a\u0642\u062f\u064a\u0645 \u062a\u0648\u0635\u064a\u0627\u062a \u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0645\u062e\u0635\u0635\u0629. \u0633\u0648\u0627\u0621 \u0643\u0646\u062a \u062a\u0631\u063a\u0628 \u0641\u064a \u062a\u0639\u0644\u0645 \u0644\u063a\u0629 \u062c\u062f\u064a\u062f\u0629 \u0623\u0648 \u062a\u0637\u0648\u064a\u0631 \u0645\u0647\u0627\u0631\u0629 \u0645\u0647\u0646\u064a\u0629\u060c \u064a\u0645\u0643\u0646\u0647\u0627 \u0627\u0642\u062a\u0631\u0627\u062d \u0643\u062a\u0628\u060c \u062f\u0648\u0631\u0627\u062a \u062a\u0639\u0644\u064a\u0645\u064a\u0629\u060c \u0623\u0648 \u0645\u0642\u0627\u0644\u0627\u062a \u062a\u062a\u0646\u0627\u0633\u0628 \u0645\u0639 \u0623\u0647\u062f\u0627\u0641\u0643.<br \/>\n<strong>\u0645\u062b\u0627\u0644: <\/strong><span style=\"font-size: 16px;\">&#8220;\u0627\u0642\u062a\u0631\u062d \u0644\u064a \u0645\u0635\u0627\u062f\u0631 \u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0628\u0644\u063a\u0629 Python.&#8221;<\/span><\/p>\n<h4><strong>4. \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u064a\u0648\u0645\u064a\u0629:<\/strong><\/h4>\n<ul>\n<li>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0635\u0648\u0635 \u0645\u062b\u0644: &#8220;\u0630\u0643\u0651\u0631\u0646\u064a \u0628\u0634\u0631\u0627\u0621 \u0627\u0644\u062d\u0644\u064a\u0628 \u0627\u0644\u0633\u0627\u0639\u0629 5 \u0645\u0633\u0627\u0621\u064b.&#8221; \u0627\u0644\u0631\u062f: &#8220;\u062a\u0645 \u0625\u0639\u062f\u0627\u062f \u0627\u0644\u062a\u0630\u0643\u064a\u0631.&#8221;<\/li>\n<\/ul>\n<h4><strong>5. \u062a\u0642\u062f\u064a\u0645 \u062a\u0648\u0635\u064a\u0627\u062a:<\/strong><\/h4>\n<ul>\n<li>\u0625\u0630\u0627 \u0637\u0644\u0628\u062a: &#8220;\u0623\u0648\u0635\u0650 \u0644\u064a \u0628\u0643\u062a\u0627\u0628 \u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0628\u0644\u063a\u0629 Python.&#8221; \u0627\u0644\u0625\u062c\u0627\u0628\u0629: &#8220;\u0623\u0646\u0635\u062d \u0628\u0642\u0631\u0627\u0621\u0629 &#8216;Automate the Boring Stuff with Python&#8217;.&#8221;<\/li>\n<\/ul>\n<h4><strong>6. \u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a:<\/strong><\/h4>\n<ul>\n<li>\u0625\u0630\u0627 \u0642\u0644\u062a: &#8220;\u0623\u0631\u0633\u0644 \u0631\u0633\u0627\u0644\u0629 \u0628\u0631\u064a\u062f\u064a\u0629 \u0625\u0644\u0649 \u0641\u0631\u064a\u0642 \u0627\u0644\u0639\u0645\u0644 \u0628\u062e\u0635\u0648\u0635 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639 \u0627\u0644\u0642\u0627\u062f\u0645.&#8221; \u064a\u0642\u0648\u0645 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0628\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0628\u0631\u064a\u062f \u0648\u0625\u0631\u0633\u0627\u0644\u0647.<\/li>\n<li><strong>\u062a\u0628\u0633\u064a\u0637 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644:<\/strong> \u062a\u0642\u0648\u0645 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0628\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0631\u0648\u062a\u064a\u0646\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0644\u0643 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0623\u0643\u062b\u0631 \u0623\u0647\u0645\u064a\u0629.<\/li>\n<li><strong>\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0643\u0641\u0627\u0621\u0629:<\/strong> \u064a\u0645\u0643\u0646\u0647\u0627 \u062f\u0645\u062c \u062c\u0648\u0627\u0646\u0628 \u0645\u062a\u0639\u062f\u062f\u0629 \u0645\u0646 \u062d\u064a\u0627\u062a\u0643 \u0627\u0644\u0634\u062e\u0635\u064a\u0629 \u0648\u0627\u0644\u0645\u0647\u0646\u064a\u0629 \u0641\u064a \u0646\u0638\u0627\u0645 \u0648\u0627\u062d\u062f \u0645\u0646\u0638\u0645.<\/li>\n<li><strong>\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0633\u062a\u0645\u0631:<\/strong> \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0643 \u0648\u062a\u0643\u064a\u064a\u0641 \u0623\u062f\u0627\u0626\u0647\u0627 \u0628\u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a.<\/li>\n<li><\/li>\n<\/ul>\n<hr \/>\n<h3><strong>\u0623\u0645\u062b\u0644\u0629 \u0639\u0644\u0649 AI Assistants<\/strong><\/h3>\n<h4><strong>1. \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0627\u0644\u0634\u062e\u0635\u064a\u0629 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 (Personal Virtual Assistants):<\/strong><\/h4>\n<ul>\n<li><strong>Amazon Alexa:<\/strong> \u0644\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0641\u064a \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0646\u0632\u0644\u064a\u0629 \u0648\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0630\u0643\u064a\u0629.<\/li>\n<li><strong>Google Assistant:<\/strong> \u0644\u062a\u0646\u0638\u064a\u0645 \u062d\u064a\u0627\u062a\u0643 \u0627\u0644\u064a\u0648\u0645\u064a\u0629\u060c \u0645\u062b\u0644 \u0625\u0631\u0633\u0627\u0644 \u0627\u0644\u062a\u0630\u0643\u064a\u0631\u0627\u062a \u0648\u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u0645\u0643\u0627\u0644\u0645\u0627\u062a.<\/li>\n<li><strong>Apple Siri:<\/strong> \u0644\u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0648\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0627\u0644\u0635\u0648\u062a\u064a\u0629 \u0639\u0644\u0649 \u0623\u062c\u0647\u0632\u0629 Apple.<\/li>\n<\/ul>\n<h4><strong>2. \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0627\u0644\u0645\u0647\u0646\u064a\u0629 (Professional Assistants):<\/strong><\/h4>\n<ul>\n<li><strong>Microsoft Cortana:<\/strong> \u062a\u0633\u0627\u0639\u062f \u0641\u064a \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0641\u064a \u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0639\u0645\u0644 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0646\u0638\u064a\u0645 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u0627\u062a \u0648\u0627\u0644\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a.<\/li>\n<li><strong>AI Note Takers \u0645\u062b\u0644 Otter.ai:<\/strong> \u062a\u0633\u062c\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u0627\u062a \u0648\u062a\u0648\u0641\u0631 \u0645\u0644\u062e\u0635\u0627\u062a \u0648\u062a\u0642\u0627\u0631\u064a\u0631.<\/li>\n<\/ul>\n<hr \/>\n<h3><strong>\u0643\u064a\u0641\u064a\u0629 \u0625\u0646\u0634\u0627\u0621 AI Assistants (\u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a)<\/strong><\/h3>\n<p>\u0644\u0625\u0646\u0634\u0627\u0621 \u0645\u0633\u0627\u0639\u062f \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u0639\u0627\u0644\u060c \u064a\u062c\u0628 \u062f\u0645\u062c \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0648\u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0645\u0639 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0645\u0631\u0627\u062d\u0644 \u062a\u0637\u0648\u064a\u0631 \u0631\u0626\u064a\u0633\u064a\u0629 \u062a\u0634\u0645\u0644 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a\u060c \u0627\u0644\u062a\u0635\u0645\u064a\u0645\u060c \u0627\u0644\u062a\u0646\u0641\u064a\u0630\u060c \u0648\u0627\u0644\u062a\u062f\u0631\u064a\u0628. \u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u062f\u0644\u064a\u0644 \u062a\u0641\u0635\u064a\u0644\u064a \u062e\u0637\u0648\u0629 \u0628\u062e\u0637\u0648\u0629:<\/p>\n<h3><strong>1. \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0647\u062f\u0641<\/strong><\/h3>\n<h4><strong>\u0627\u0644\u062e\u0637\u0648\u0627\u062a:<\/strong><\/h4>\n<ol>\n<li><strong>\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u063a\u0631\u0636 \u0627\u0644\u0623\u0633\u0627\u0633\u064a: <\/strong><span style=\"font-size: 16px;\">\u0645\u0627 \u0647\u064a \u0627\u0644\u0645\u0647\u0645\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u0633\u064a\u0642\u0648\u0645 \u0628\u0647\u0627 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u061f <\/span><span style=\"font-size: 16px;\">\u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644: \u062c\u062f\u0648\u0644\u0629 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u0627\u062a\u060c \u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u0646\u0635\u0627\u0626\u062d \u0627\u0644\u0637\u0628\u064a\u0629\u060c \u0623\u0648 \u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u0646\u0632\u0644\u064a\u0629 \u0627\u0644\u0630\u0643\u064a\u0629.<\/span><\/li>\n<li><strong>\u0641\u0647\u0645 \u0627\u0644\u062c\u0645\u0647\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0647\u062f\u0641: <\/strong><span style=\"font-size: 16px;\">\u0645\u0646 \u0633\u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u061f <\/span><span style=\"font-size: 16px;\">\u0647\u0644 \u0647\u0648 \u0644\u0644\u0623\u0641\u0631\u0627\u062f (\u0645\u062b\u0644 Google Assistant) \u0623\u0645 \u0644\u0644\u0634\u0631\u0643\u0627\u062a (\u0645\u062b\u0644 Slack Bot)\u061f<\/span><\/li>\n<li><strong>\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629: <\/strong><span style=\"font-size: 16px;\">\u0645\u062b\u0644: \u0641\u0647\u0645 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)\u060c \u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0645\u0647\u0627\u0645\u060c \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0623\u062e\u0631\u0649.<\/span><\/li>\n<\/ol>\n<p><strong>\u0623\u0645\u062b\u0644\u0629: <\/strong><span style=\"font-size: 16px;\">\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u064a\u062f \u0628\u0646\u0627\u0621 \u0645\u0633\u0627\u0639\u062f \u0644\u0644\u062a\u0639\u0644\u064a\u0645\u060c \u0641\u0642\u062f \u064a\u062a\u0636\u0645\u0646 \u0645\u064a\u0632\u0627\u062a \u0645\u062b\u0644 \u0627\u0642\u062a\u0631\u0627\u062d \u0627\u0644\u062f\u0648\u0631\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0623\u0648 \u062a\u0644\u062e\u064a\u0635 \u0627\u0644\u0645\u0642\u0627\u0644\u0627\u062a.<\/span><\/p>\n<h3><strong>2. \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629<\/strong><\/h3>\n<h4><strong>\u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629:<\/strong><\/h4>\n<ol>\n<li><strong>Natural Language Processing (NLP): <\/strong><span style=\"font-size: 16px;\">\u0644\u0641\u0647\u0645 \u0644\u063a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. <\/span><span style=\"font-size: 16px;\">\u0645\u0643\u062a\u0628\u0627\u062a \u0648\u0623\u062f\u0648\u0627\u062a \u0634\u0627\u0626\u0639\u0629:<\/span>\n<ul>\n<li><strong>spaCy<\/strong><\/li>\n<li><strong>Google Cloud Natural Language<\/strong><\/li>\n<li><strong>Hugging Face Transformers<\/strong><\/li>\n<\/ul>\n<\/li>\n<li><strong>Machine Learning (ML): <\/strong><span style=\"font-size: 16px;\">\u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0630\u064a \u064a\u062a\u0639\u0644\u0645 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.\u00a0 <\/span><span style=\"font-size: 16px;\">\u0623\u0637\u0631 \u0639\u0645\u0644 \u0645\u062b\u0644:<\/span>\n<ul>\n<li><strong>TensorFlow<\/strong><\/li>\n<li><strong>PyTorch<\/strong><\/li>\n<\/ul>\n<\/li>\n<li><strong>Speech Recognition (\u0627\u062e\u062a\u064a\u0627\u0631\u064a): <\/strong><span style=\"font-size: 16px;\">\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u063a\u0628 \u0641\u064a \u062a\u0636\u0645\u064a\u0646 \u0645\u064a\u0632\u0629 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0627\u0644\u0635\u0648\u062a\u064a\u0629. <\/span><span style=\"font-size: 16px;\">\u0623\u062f\u0648\u0627\u062a \u0645\u062b\u0644:<\/span>\n<ul>\n<li><strong>Google Speech-to-Text<\/strong><\/li>\n<li><strong>CMU Sphinx<\/strong><\/li>\n<\/ul>\n<\/li>\n<li><strong>Text-to-Speech (TTS): <\/strong><span style=\"font-size: 16px;\">\u0644\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0646\u0635\u0648\u0635 \u0625\u0644\u0649 \u0623\u0635\u0648\u0627\u062a. <\/span><span style=\"font-size: 16px;\">\u0623\u062f\u0648\u0627\u062a \u0645\u062b\u0644:<\/span>\n<ul>\n<li><strong>Amazon Polly<\/strong><\/li>\n<li><strong>Google Text-to-Speech<\/strong><\/li>\n<\/ul>\n<\/li>\n<li><strong>Backend &amp; Integration: <\/strong><span style=\"font-size: 16px;\">\u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0645\u0647\u0627\u0645. <\/span><span style=\"font-size: 16px;\">\u062e\u062f\u0645\u0627\u062a \u0633\u062d\u0627\u0628\u064a\u0629 \u0645\u062b\u0644:<\/span>\n<ul>\n<li><strong>AWS<\/strong><\/li>\n<li><strong>Google Cloud Platform<\/strong><\/li>\n<li><strong>Microsoft Azure<\/strong><\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3><strong>3. \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627<\/strong><\/h3>\n<h4><strong>\u0644\u0645\u0627\u0630\u0627 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0647\u0645\u0629\u061f<\/strong><\/h4>\n<ul>\n<li>\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u064a \u0627\u0644\u0639\u0645\u0648\u062f \u0627\u0644\u0641\u0642\u0631\u064a \u0644\u062a\u062f\u0631\u064a\u0628 \u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0646\u0635\u064a\u0629 \u0648\u0635\u0648\u062a\u064a\u0629 \u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0644\u0649 \u0641\u0647\u0645 \u0648\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646.<\/li>\n<\/ul>\n<h4><strong>\u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/strong><\/h4>\n<ul>\n<li><strong>\u0645\u0635\u0627\u062f\u0631 \u0645\u0641\u062a\u0648\u062d\u0629:<\/strong> \u0645\u062b\u0644 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a <strong>OpenAI<\/strong> \u0648<strong>Kaggle<\/strong>.<\/li>\n<li><strong>\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062e\u0635\u0635\u0629:<\/strong> \u064a\u0645\u0643\u0646\u0643 \u062c\u0645\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062e\u0635\u0635\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0633\u062a\u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0648 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0633\u0627\u0628\u0642\u0629 \u0645\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646.<\/li>\n<\/ul>\n<h4><strong>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/strong><\/h4>\n<ul>\n<li>\u062a\u0646\u0638\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0644\u062a\u0623\u0643\u062f \u0645\u0646 \u062e\u0644\u0648\u0647\u0627 \u0645\u0646 \u0627\u0644\u0623\u062e\u0637\u0627\u0621.<\/li>\n<li>\u0627\u0633\u062a\u062e\u062f\u0627\u0645 <strong>NLP pipelines<\/strong> \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u062a\u062d\u0648\u064a\u0644\u0647\u0627 \u0625\u0644\u0649 \u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645.<\/li>\n<\/ul>\n<h3><strong>4. \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0623\u0633\u0627\u0633\u064a<\/strong><\/h3>\n<h4><strong>\u0627\u0644\u062e\u0637\u0648\u0627\u062a:<\/strong><\/h4>\n<ol>\n<li><strong>\u0627\u062e\u062a\u064a\u0627\u0631 \u0646\u0645\u0648\u0630\u062c NLP: <\/strong><span style=\"font-size: 16px;\">\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0627\u0630\u062c \u062c\u0627\u0647\u0632\u0629 \u0645\u062b\u0644 <\/span><strong style=\"font-size: 16px;\">BERT<\/strong><span style=\"font-size: 16px;\"> \u0623\u0648 <\/span><strong style=\"font-size: 16px;\">GPT-3<\/strong><span style=\"font-size: 16px;\">. <\/span><span style=\"font-size: 16px;\">\u0623\u0648 \u0628\u0646\u0627\u0621 \u0646\u0645\u0648\u0630\u062c \u0645\u062e\u0635\u0635 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0637\u0631 \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629.<\/span><\/li>\n<li><strong>\u062a\u0635\u0645\u064a\u0645 \u0645\u0646\u0637\u0642 \u0627\u0644\u0645\u0647\u0627\u0645: <\/strong><span style=\"font-size: 16px;\">\u0625\u0646\u0634\u0627\u0621 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0644\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0645\u0647\u0627\u0645 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. <\/span><span style=\"font-size: 16px;\">\u0645\u062b\u0627\u0644: \u0625\u0630\u0627 \u0642\u0627\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 &#8220;\u0630\u0643\u0631\u0646\u064a \u0628\u0645\u0648\u0639\u062f \u0627\u0644\u0637\u0628\u064a\u0628&#8221;\u060c \u064a\u0642\u0648\u0645 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0628\u0625\u0646\u0634\u0627\u0621 \u062a\u0630\u0643\u064a\u0631 \u0641\u064a \u0627\u0644\u062a\u0642\u0648\u064a\u0645.<\/span><\/li>\n<li><strong>\u062f\u0645\u062c \u0645\u064a\u0632\u0627\u062a \u0625\u0636\u0627\u0641\u064a\u0629: <\/strong><span style=\"font-size: 16px;\">\u062f\u0639\u0645 <\/span><strong style=\"font-size: 16px;\">context awareness<\/strong><span style=\"font-size: 16px;\"> \u0644\u062a\u0630\u0643\u0631 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0633\u0627\u0628\u0642\u0629. <\/span><span style=\"font-size: 16px;\">\u0625\u0636\u0627\u0641\u0629 \u0645\u064a\u0632\u0627\u062a \u0645\u062b\u0644 \u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u0623\u0648 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0623\u062e\u0631\u0649.<\/span><\/li>\n<\/ol>\n<h3><strong>5. \u0628\u0646\u0627\u0621 \u0627\u0644\u0648\u0627\u062c\u0647\u0629 (Interface Development)<\/strong><\/h3>\n<ol>\n<li><strong>\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0646\u0635\u0648\u0635: <\/strong><span style=\"font-size: 16px;\">\u0625\u0646\u0634\u0627\u0621 \u0648\u0627\u062c\u0647\u0629 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0646\u0635\u0648\u0635 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062f\u0648\u0627\u062a \u0645\u062b\u0644 <\/span><strong style=\"font-size: 16px;\">Flask<\/strong><span style=\"font-size: 16px;\"> \u0623\u0648 <\/span><strong style=\"font-size: 16px;\">Django<\/strong><span style=\"font-size: 16px;\">. \u062b\u0645 <\/span><span style=\"font-size: 16px;\">\u062a\u0643\u0627\u0645\u0644\u0647\u0627 \u0645\u0639 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0645\u062b\u0644 <\/span><strong style=\"font-size: 16px;\">Slack<\/strong><span style=\"font-size: 16px;\"> \u0623\u0648 <\/span><strong style=\"font-size: 16px;\">WhatsApp<\/strong><span style=\"font-size: 16px;\">.<\/span><\/li>\n<li><strong>\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0635\u0648\u062a: <\/strong><span style=\"font-size: 16px;\">\u0625\u0636\u0627\u0641\u0629 \u0645\u064a\u0632\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u062a \u0648\u0627\u0644\u0646\u0637\u0642 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062f\u0648\u0627\u062a <\/span><strong style=\"font-size: 16px;\">Speech-to-Text<\/strong><span style=\"font-size: 16px;\"> \u0648<\/span><strong style=\"font-size: 16px;\">Text-to-Speech<\/strong><span style=\"font-size: 16px;\">.<\/span><\/li>\n<li><strong>\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0630\u0643\u064a\u0629: <\/strong><span style=\"font-size: 16px;\">\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u063a\u0628 \u0641\u064a \u0628\u0646\u0627\u0621 \u0645\u0633\u0627\u0639\u062f \u064a\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u0646\u0632\u0644\u064a\u0629\u060c \u0642\u0645 \u0628\u062a\u0637\u0648\u064a\u0631 \u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0623\u0646\u0638\u0645\u0629 <\/span><strong style=\"font-size: 16px;\">IoT<\/strong><span style=\"font-size: 16px;\">.<\/span><\/li>\n<\/ol>\n<h3><strong>6. \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u062a\u062d\u0633\u064a\u0646\u0647<\/strong><\/h3>\n<ol>\n<li><strong>\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0648\u0630\u062c: <\/strong><span style=\"font-size: 16px;\">\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u0641\u0647\u0645 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0644\u0644\u063a\u0629 \u0648\u062a\u0642\u062f\u064a\u0645 \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u062f\u0642\u064a\u0642\u0629. <\/span><span style=\"font-size: 16px;\">\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0644\u0649 \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0644\u062c\u0639\u0644 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0623\u0643\u062b\u0631 \u0637\u0628\u064a\u0639\u064a\u0629.<\/span><\/li>\n<li><strong>\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c: <\/strong><span style=\"font-size: 16px;\">\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u062d\u0642\u064a\u0642\u064a\u0629. <\/span><span style=\"font-size: 16px;\">\u0627\u0644\u062a\u0623\u0643\u062f \u0645\u0646 \u062f\u0642\u0629 \u0627\u0644\u0625\u062c\u0627\u0628\u0627\u062a \u0648\u0633\u0631\u0639\u0629 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629.<\/span><\/li>\n<li><strong>\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621: <\/strong><span style=\"font-size: 16px;\">\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0633\u0627\u0628\u0642\u0629 \u0645\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0644\u062a\u062d\u062f\u064a\u062f \u0646\u0642\u0627\u0637 \u0627\u0644\u0636\u0639\u0641 \u0648\u062a\u062d\u0633\u064a\u0646\u0647\u0627. <\/span><span style=\"font-size: 16px;\">\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0633\u062a\u0645\u0631 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0628\u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a.<\/span><\/li>\n<\/ol>\n<h3><strong>7. \u0625\u0637\u0644\u0627\u0642 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0648\u0635\u064a\u0627\u0646\u062a\u0647<\/strong><\/h3>\n<ol>\n<li><strong>\u0625\u0637\u0644\u0627\u0642 \u0627\u0644\u0646\u0633\u062e\u0629 \u0627\u0644\u0623\u0648\u0644\u064a\u0629: <\/strong><span style=\"font-size: 16px;\">\u0646\u0634\u0631 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0639\u0644\u0649 \u0645\u0646\u0635\u0629 \u0623\u0648 \u062a\u0637\u0628\u064a\u0642 \u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0647 \u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0629 \u0635\u063a\u064a\u0631\u0629 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646.<\/span><\/li>\n<li><strong>\u062c\u0645\u0639 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a: <\/strong><span style=\"font-size: 16px;\">\u0637\u0644\u0628 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0648\u0625\u0635\u0644\u0627\u062d \u0627\u0644\u0623\u062e\u0637\u0627\u0621.<\/span><\/li>\n<li><strong>\u062a\u062d\u062f\u064a\u062b \u0627\u0644\u0645\u0633\u0627\u0639\u062f: <\/strong><span style=\"font-size: 16px;\">\u0625\u0636\u0627\u0641\u0629 \u0645\u064a\u0632\u0627\u062a \u062c\u062f\u064a\u062f\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646. <\/span><span style=\"font-size: 16px;\">\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a \u0644\u0636\u0645\u0627\u0646 \u0627\u0633\u062a\u062c\u0627\u0628\u062a\u0647 \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644.<\/span><\/li>\n<\/ol>\n<h3><strong>8. \u0623\u062f\u0648\u0627\u062a \u0648\u0646\u0635\u0627\u0626\u062d \u0644\u062a\u0633\u0631\u064a\u0639 \u0627\u0644\u062a\u0637\u0648\u064a\u0631<\/strong><\/h3>\n<h4><strong>\u0623\u062f\u0648\u0627\u062a \u062c\u0627\u0647\u0632\u0629:<\/strong><\/h4>\n<ul>\n<li><strong>Dialogflow:<\/strong> \u0644\u0625\u0646\u0634\u0627\u0621 \u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0630\u0643\u064a\u0629 \u0628\u0633\u0647\u0648\u0644\u0629.<\/li>\n<li><strong>Microsoft Bot Framework:<\/strong> \u0644\u062a\u0637\u0648\u064a\u0631 \u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0645\u062a\u0642\u062f\u0645\u0629.<\/li>\n<li><strong>Amazon Lex:<\/strong> \u0644\u0625\u0646\u0634\u0627\u0621 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0635\u0648\u062a\u064a\u0629 \u0648\u0646\u0635\u064a\u0629.<\/li>\n<\/ul>\n<h4><strong>\u0646\u0635\u0627\u0626\u062d:<\/strong><\/h4>\n<ul>\n<li><strong>\u0627\u0628\u062f\u0623 \u0628\u0628\u0633\u0627\u0637\u0629:<\/strong> \u0631\u0643\u0632 \u0639\u0644\u0649 \u0645\u064a\u0632\u0627\u062a \u0623\u0633\u0627\u0633\u064a\u0629 \u0623\u0648\u0644\u064b\u0627\u060c \u062b\u0645 \u0642\u0645 \u0628\u062a\u0637\u0648\u064a\u0631 \u0645\u064a\u0632\u0627\u062a \u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627.<\/li>\n<li><strong>\u0627\u062e\u062a\u0628\u0631 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631:<\/strong> \u0642\u0645 \u0628\u062a\u0642\u064a\u064a\u0645 \u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0628\u0627\u0646\u062a\u0638\u0627\u0645 \u0644\u0636\u0645\u0627\u0646 \u062a\u0642\u062f\u064a\u0645 \u062a\u062c\u0631\u0628\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0645\u0645\u062a\u0627\u0632\u0629.<\/li>\n<li><strong>\u062d\u0627\u0641\u0638 \u0639\u0644\u0649 \u0627\u0644\u0623\u0645\u0627\u0646:<\/strong> \u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u064a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0634\u0643\u0644 \u0622\u0645\u0646.<\/li>\n<\/ul>\n<hr \/>\n<h3><strong>\u0627\u0644\u062e\u0644\u0627\u0635\u0629<\/strong><\/h3>\n<p>\u062a\u0639\u062a\u0628\u0631 <strong>AI Assistants<\/strong> \u0623\u062f\u0648\u0627\u062a \u0642\u0648\u064a\u0629 \u062a\u0647\u062f\u0641 \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u062d\u064a\u0627\u0629 \u0648\u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0645\u064a\u0632\u0627\u062a \u0645\u062b\u0644 \u0641\u0647\u0645 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0645\u0647\u0627\u0645\u060c \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u060c \u062a\u0633\u0647\u0644 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0625\u0646\u062c\u0627\u0632 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u064a\u0648\u0645\u064a\u0629 \u0628\u0643\u0641\u0627\u0621\u0629 \u0648\u0641\u0639\u0627\u0644\u064a\u0629. \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0628\u0645\u0633\u0624\u0648\u0644\u064a\u0629 \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u063a\u064a\u0631 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062a\u064a \u0646\u062f\u064a\u0631 \u0628\u0647\u0627 \u062d\u064a\u0627\u062a\u0646\u0627 \u0627\u0644\u0634\u062e\u0635\u064a\u0629 \u0648\u0627\u0644\u0645\u0647\u0646\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0644\u0646\u0627 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0627\u0644\u0623\u0645\u0648\u0631 \u0627\u0644\u0623\u0643\u062b\u0631 \u0623\u0647\u0645\u064a\u0629 \u0645\u062b\u0644 \u0627\u0644\u0646\u0645\u0648 \u0648\u0627\u0644\u062a\u0637\u0648\u0631 \u0627\u0644\u0634\u062e\u0635\u064a.<\/p>\n<p><span style=\"font-size: 16px; font-style: normal; font-weight: 400;\">\u0648\u0625\u0646\u0634\u0627\u0621 <\/span><strong style=\"font-size: 16px; font-style: normal;\">AI Assistants<\/strong><span style=\"font-size: 16px; font-style: normal; font-weight: 400;\">\u00a0\u064a\u062a\u0637\u0644\u0628 \u062f\u0645\u062c \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062b\u0644\u00a0<\/span><strong style=\"font-size: 16px; font-style: normal;\">NLP<\/strong><span style=\"font-size: 16px; font-style: normal; font-weight: 400;\">\u00a0\u0648<\/span><strong style=\"font-size: 16px; font-style: normal;\">Machine Learning<\/strong><span style=\"font-size: 16px; font-style: normal; font-weight: 400;\">\u00a0\u0645\u0639 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0627\u062a \u0645\u062a\u0637\u0648\u0631\u0629. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u062a\u0628\u0627\u0639 \u062e\u0637\u0648\u0627\u062a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a\u060c \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629\u060c \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u0648\u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u060c \u064a\u0645\u0643\u0646\u0643 \u0628\u0646\u0627\u0621 \u0645\u0633\u0627\u0639\u062f \u0627\u0641\u062a\u0631\u0627\u0636\u064a \u064a\u0644\u0628\u064a \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u064a\u0632\u064a\u062f \u0645\u0646 \u0643\u0641\u0627\u0621\u062a\u0647\u0645 \u0641\u064a \u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u064a\u0648\u0645\u064a\u0629.<\/span><\/p>\n<p>\u0644\u0644\u0645\u0632\u064a\u062f<\/p>\n<ul>\n<li><strong>&#8220;State of Conversational AI&#8221; &#8211; Gartner\u00a0 <\/strong><span style=\"font-size: 16px;\">\u062a\u0642\u0631\u064a\u0631 \u0639\u0646 \u0623\u062d\u062f\u062b \u062a\u0642\u0646\u064a\u0627\u062a \u0648\u062a\u0648\u062c\u0647\u0627\u062a \u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. <\/span><a style=\"font-size: 16px; background-color: #ffffff;\" href=\"https:\/\/www.gartner.com\" target=\"_new\" rel=\"noopener\">\u0631\u0627\u0628\u0637 \u0627\u0644\u062a\u0642\u0631\u064a\u0631<\/a><\/li>\n<li><strong>&#8220;The Future of AI Assistants&#8221; &#8211; MIT Technology Review <\/strong><span style=\"font-size: 16px;\">\u0645\u0642\u0627\u0644\u0629 \u062a\u0646\u0627\u0642\u0634 \u062a\u0637\u0648\u0631 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629 \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a\u0647\u0627 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629. <\/span><a style=\"font-size: 16px; background-color: #ffffff;\" href=\"https:\/\/www.technologyreview.com\" target=\"_new\" rel=\"noopener\">\u0631\u0627\u0628\u0637 \u0627\u0644\u0645\u0642\u0627<\/a>\u0644<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/article>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u0627\u0633\u062a\u0643\u0627\u0645\u0644\u0627 \u0644\u0643\u0648\u0631\u0633 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u0649 \u0639\u0644\u0649 \u0645\u0646\u0635\u0629 Marketing by AI\u060c \u062f\u0639\u0648\u0646\u0627 \u0627\u0644\u064a\u0648\u0645 \u0646\u062c\u064a\u0628 \u0639\u0646 \u0633\u0624\u0627\u0644 \u0645\u0627 \u0647\u064a AI Assistants (\u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a)\u061f AI Assistants (\u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a) \u0647\u064a \u0628\u0631\u0627\u0645\u062c \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0635\u064f\u0645\u0645\u062a \u0644\u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u062f\u0639\u0645 \u0648\u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0641\u064a \u0623\u062f\u0627\u0621 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u064a\u0648\u0645\u064a\u0629\u060c \u0633\u0648\u0627\u0621 \u0643\u0627\u0646\u062a \u0634\u062e\u0635\u064a\u0629 \u0623\u0648 \u0645\u0647\u0646\u064a\u0629. \u062a\u0639\u062a\u0645\u062f \u0647\u0630\u0647 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0639\u0644\u0649 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062b\u0644 Natural Language Processing (NLP) (\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629)\u060c \u0648Machine Learning (\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629)\u060c \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0641\u0647\u0645 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0644\u0647\u0627 \u0628\u0637\u0631\u064a\u0642\u0629 \u0637\u0628\u064a\u0639\u064a\u0629 \u0648\u0633\u0644\u0633\u0629. \u0643\u064a\u0641 \u062a\u0639\u0645\u0644 AI Assistants (\u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a)\u061f AI Assistants \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0644\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627 \u0628\u0647\u062f\u0641 \u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0641\u064a \u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u064a\u0648\u0645\u064a\u0629 \u0628\u0643\u0641\u0627\u0621\u0629 \u0648\u0641\u0639\u0627\u0644\u064a\u0629. \u0644\u0641\u0647\u0645 \u0643\u064a\u0641\u064a\u0629 \u0639\u0645\u0644 \u0647\u0630\u0647 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629\u060c \u064a\u062c\u0628 \u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0625\u0644\u0649 \u0645\u0631\u0627\u062d\u0644 \u0631\u0626\u064a\u0633\u064a\u0629 \u062a\u0634\u0645\u0644 \u0627\u0644\u0625\u062f\u062e\u0627\u0644\u060c \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629\u060c \u0648\u0627\u0644\u0625\u062e\u0631\u0627\u062c. \u0647\u0630\u0647 \u0627\u0644\u0645\u0631\u0627\u062d\u0644 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u062a\u0642\u0646\u064a\u0627\u062a \u0623\u0633\u0627\u0633\u064a\u0629 \u0645\u062b\u0644 Natural Language Processing (NLP)\u060c Machine Learning\u060c \u0648AI Algorithms. &nbsp; \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0639\u0645\u0644 AI Assistants 1. \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (Natural Language Processing &#8211; NLP) NLP \u0647\u064a \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0633\u0627\u0639\u062f AI Assistants \u0639\u0644\u0649 \u0641\u0647\u0645 \u0648\u0627\u0633\u062a\u064a\u0639\u0627\u0628 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629. \u0643\u064a\u0641 \u062a\u0639\u0645\u0644\u061f \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0627\u0644\u0635\u0648\u062a\u064a\u0629: \u0639\u0646\u062f\u0645\u0627 \u064a\u062a\u062d\u062f\u062b \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0623\u0648 \u064a\u0643\u062a\u0628 \u0646\u0635\u064b\u0627\u060c \u064a\u0642\u0648\u0645 \u0627\u0644\u0646\u0638\u0627\u0645 \u0628\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0644\u0641\u0647\u0645 \u0627\u0644\u0633\u064a\u0627\u0642. \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u064a\u0629 (Intent Recognition): \u062a\u062d\u062f\u064a\u062f \u0645\u0627 \u064a\u0631\u064a\u062f \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u062a\u062d\u0642\u064a\u0642\u0647 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0646\u0635 \u0623\u0648 \u0627\u0644\u0635\u0648\u062a\u060c \u0645\u062b\u0644 \u062c\u062f\u0648\u0644\u0629 \u0627\u062c\u062a\u0645\u0627\u0639 \u0623\u0648 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0639\u0646 \u0633\u0624\u0627\u0644. \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a (Entity Recognition): \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u0645\u0647\u0645\u0629 \u0645\u0646 \u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0645\u062b\u0644 \u0627\u0644\u0623\u0633\u0645\u0627\u0621\u060c \u0627\u0644\u062a\u0648\u0627\u0631\u064a\u062e\u060c \u0627\u0644\u0645\u0648\u0627\u0642\u0639\u060c \u0623\u0648 \u0627\u0644\u0623\u0631\u0642\u0627\u0645. \u0645\u062b\u0627\u0644 \u0639\u0645\u0644\u064a: \u0625\u0630\u0627 \u0642\u0644\u062a: &#8220;\u0630\u0643\u0631\u0646\u064a \u0628\u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639 \u0645\u0639 \u0623\u062d\u0645\u062f \u063a\u062f\u064b\u0627 \u0627\u0644\u0633\u0627\u0639\u0629 3 \u0645\u0633\u0627\u0621\u064b&#8221;\u060c \u064a\u0642\u0648\u0645 NLP \u0628\u062a\u062d\u0644\u064a\u0644: \u0627\u0644\u0646\u064a\u0629: \u0625\u0639\u062f\u0627\u062f \u062a\u0630\u0643\u064a\u0631. \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a: &#8220;\u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639&#8221;\u060c &#8220;\u0623\u062d\u0645\u062f&#8221;\u060c &#8220;\u063a\u062f\u064b\u0627&#8221;\u060c &#8220;3 \u0645\u0633\u0627\u0621\u064b&#8221;. \u062b\u0645 \u064a\u0646\u0641\u0630 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0645\u0647\u0645\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0647\u0630\u0647 \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644. 2. \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a (Machine Learning &#8211; ML) Machine Learning \u0647\u0648 \u0627\u0644\u0639\u0646\u0635\u0631 \u0627\u0644\u0630\u064a \u064a\u062c\u0639\u0644 \u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0630\u0643\u064a\u064b\u0627 \u0648\u0642\u0627\u062f\u0631\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u062a\u0643\u064a\u0641 \u0645\u0639 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u0643\u064a\u0641 \u064a\u0639\u0645\u0644\u061f \u062a\u0639\u0644\u0645 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a: \u064a\u062c\u0645\u0639 \u0627\u0644\u0646\u0638\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0633\u0627\u0628\u0642\u0629 \u0645\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u064a\u0633\u062a\u062e\u062f\u0645\u0647\u0627 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621. \u0627\u0644\u062a\u0643\u064a\u0641 \u0645\u0639 \u0627\u0644\u0623\u0646\u0645\u0627\u0637: \u064a\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0633\u0644\u0648\u0643\u064a\u0629 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0645\u062b\u0644 \u0627\u0644\u0623\u0648\u0642\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0641\u0636\u0644 \u0641\u064a\u0647\u0627 \u0627\u0644\u062a\u0630\u0643\u064a\u0631\u0627\u062a \u0623\u0648 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062a\u064a \u062a\u062d\u0628 \u0623\u0646 \u062a\u064f\u0639\u0631\u0636 \u0628\u0647\u0627 \u0627\u0644\u0625\u062c\u0627\u0628\u0627\u062a. \u0627\u0644\u062a\u062d\u062f\u064a\u062b \u0627\u0644\u0645\u0633\u062a\u0645\u0631: \u064a\u062d\u062f\u0651\u062b \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0645\u0631 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0648\u062a\u0648\u0641\u064a\u0631 \u062a\u062c\u0631\u0628\u0629 \u0623\u0641\u0636\u0644. \u0645\u062b\u0627\u0644 \u0639\u0645\u0644\u064a: \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0637\u0644\u0628 \u062f\u0627\u0626\u0645\u064b\u0627 \u062c\u062f\u0648\u0644\u0629 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u0627\u062a \u0641\u064a \u0627\u0644\u0635\u0628\u0627\u062d\u060c \u0633\u064a\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0630\u0644\u0643 \u0648\u064a\u0628\u062f\u0623 \u0641\u064a \u0627\u0642\u062a\u0631\u0627\u062d \u0645\u0648\u0627\u0639\u064a\u062f \u0635\u0628\u0627\u062d\u064a\u0629 \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627. 3. \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (AI Algorithms) \u062a\u0633\u062a\u062e\u062f\u0645 AI Assistants \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0644\u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0644\u0642\u0627\u0647\u0627. \u0643\u064a\u0641 \u062a\u0639\u0645\u0644\u061f \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a: \u062a\u0641\u062d\u0635 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0644\u0645\u0647\u0645\u0629 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 \u0644\u062a\u0642\u062f\u064a\u0645 \u0623\u0641\u0636\u0644 \u0627\u0644\u062d\u0644\u0648\u0644. \u0627\u0644\u062a\u0646\u0628\u0624: \u062a\u0633\u062a\u062e\u062f\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062b\u0644 Predictive Analytics \u0644\u062a\u0648\u0642\u0639 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0633\u0644\u0648\u0643\u064a\u0629. \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a: \u062a\u0646\u0641\u0630 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0628\u0643\u0641\u0627\u0621\u0629 \u0648\u062f\u0642\u0629\u060c \u0633\u0648\u0627\u0621 \u0643\u0627\u0646\u062a \u062a\u062a\u0639\u0644\u0642 \u0628\u0625\u0639\u062f\u0627\u062f \u062a\u0630\u0643\u064a\u0631 \u0623\u0648 \u062a\u0642\u062f\u064a\u0645 \u062a\u0648\u0635\u064a\u0627\u062a. \u0645\u062b\u0627\u0644 \u0639\u0645\u0644\u064a: \u0625\u0630\u0627 \u0633\u0623\u0644\u062a: &#8220;\u0645\u0627 \u0647\u0648 \u0627\u0644\u0637\u0642\u0633 \u0627\u0644\u064a\u0648\u0645\u061f&#8221; \u064a\u0642\u0648\u0645 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0628\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0637\u0642\u0633 \u0648\u062a\u0642\u062f\u064a\u0645 \u0625\u062c\u0627\u0628\u0629 \u062f\u0642\u064a\u0642\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0645\u0648\u0642\u0639\u0643. \u0627\u0644\u0645\u0631\u0627\u062d\u0644 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0639\u0645\u0644 AI Assistants 1. \u0627\u0644\u0625\u062f\u062e\u0627\u0644 (Input): \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u064a\u0642\u062f\u0645 \u0637\u0644\u0628\u0647 \u0625\u0645\u0627 \u0639\u0646 \u0637\u0631\u064a\u0642 \u0627\u0644\u0646\u0635 \u0623\u0648 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0627\u0644\u0635\u0648\u062a\u064a\u0629. \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a \u064a\u0633\u062a\u062e\u062f\u0645 Speech Recognition \u0644\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0635\u0648\u062a \u0625\u0644\u0649 \u0646\u0635 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u0625\u062f\u062e\u0627\u0644 \u0635\u0648\u062a\u064a\u064b\u0627. 2. \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 (Processing): \u064a\u062a\u0645 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0625\u062f\u062e\u0627\u0644 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 NLP \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0646\u064a\u0629 \u0648\u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629. \u064a\u062a\u0645 \u062a\u0637\u0628\u064a\u0642 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u0641\u0647\u0645 \u0627\u0644\u0633\u064a\u0627\u0642 \u0648\u062a\u062d\u0633\u064a\u0646 \u062f\u0642\u0629 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629. \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u064a\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0623\u0648 \u064a\u0646\u0641\u0630 \u0627\u0644\u0645\u0647\u0645\u0629 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629. 3. \u0627\u0644\u0625\u062e\u0631\u0627\u062c (Output): \u064a\u062a\u0645 \u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0625\u0645\u0627 \u0639\u0646 \u0637\u0631\u064a\u0642 \u0627\u0644\u0646\u0635\u060c \u0627\u0644\u0635\u0648\u062a\u060c \u0623\u0648 \u0625\u062c\u0631\u0627\u0621 \u0645\u0639\u064a\u0646 (\u0645\u062b\u0644 \u062c\u062f\u0648\u0644\u0629 \u0645\u0648\u0639\u062f \u0623\u0648 \u0625\u0631\u0633\u0627\u0644 \u062a\u0630\u0643\u064a\u0631). \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u064a\u062a\u0637\u0644\u0628 \u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0635\u0648\u062a\u064a\u0629\u060c \u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Text-to-Speech (TTS) \u0644\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0646\u0635 \u0625\u0644\u0649 \u0635\u0648\u062a. \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0641\u064a \u0639\u0645\u0644 AI Assistants 1. \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u062a (Speech Recognition): \u0644\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0627\u0644\u0635\u0648\u062a\u064a\u0629 \u0625\u0644\u0649 \u0646\u0635\u0648\u0635 \u064a\u0645\u0643\u0646 \u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627. \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062b\u0644 ASR (Automatic Speech Recognition) \u0644\u0641\u0647\u0645 \u0627\u0644\u0643\u0644\u0627\u0645 \u0628\u062f\u0642\u0629. 2. \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 (Deep Learning): \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629 \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0633\u062a\u064a\u0639\u0627\u0628 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a \u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629. 3. \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 (Neural Networks): \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0648\u062a\u0642\u062f\u064a\u0645 \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u062f\u0642\u064a\u0642\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0633\u064a\u0627\u0642. \u0643\u064a\u0641 \u064a\u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0645\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u061f \u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0637\u0644\u0628 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u064a\u0637\u0644\u0628 \u0645\u0646 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u062c\u062f\u0648\u0644\u0629 \u0627\u062c\u062a\u0645\u0627\u0639\u060c \u064a\u062a\u0645 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644 \u0645\u062b\u0644 \u0627\u0644\u064a\u0648\u0645 \u0648\u0627\u0644\u0648\u0642\u062a \u0648\u0627\u0644\u0623\u0634\u062e\u0627\u0635 \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u064a\u0646. \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0645\u0647\u0627\u0645: \u064a\u0642\u0648\u0645 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0628\u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0645\u0639 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649 \u0645\u062b\u0644 \u0627\u0644\u062a\u0642\u0648\u064a\u0645 \u0623\u0648 \u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u0644\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0645\u0647\u0645\u0629. \u0625\u0639\u0637\u0627\u0621 \u062a\u063a\u0630\u064a\u0629 \u0631\u0627\u062c\u0639\u0629: \u064a\u0642\u062f\u0645 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u062a\u0623\u0643\u064a\u062f\u064b\u0627\u060c \u0645\u062b\u0644: &#8220;\u062a\u0645 \u062c\u062f\u0648\u0644\u0629 \u0627\u062c\u062a\u0645\u0627\u0639\u0643 \u0645\u0639 \u0623\u062d\u0645\u062f \u064a\u0648\u0645 \u063a\u062f \u0627\u0644\u0633\u0627\u0639\u0629 3 \u0645\u0633\u0627\u0621\u064b.&#8221; \u062a\u0639\u0645\u0644 AI Assistants \u0645\u0646 \u062e\u0644\u0627\u0644 \u062f\u0645\u062c \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0645\u062b\u0644 NLP\u060c Machine Learning\u060c \u0648AI Algorithms \u0644\u0641\u0647\u0645 \u0627\u0644\u0637\u0644\u0628\u0627\u062a\u060c \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0645\u0647\u0627\u0645 \u0628\u0643\u0641\u0627\u0621\u0629. \u0647\u0630\u0647 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0644\u0645 \u0645\u0646 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0633\u0627\u0628\u0642\u0629 \u0648\u0627\u0644\u062a\u0643\u064a\u0641 \u0645\u0639 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0623\u062f\u0648\u0627\u062a \u0644\u0627 \u063a\u0646\u0649 \u0639\u0646\u0647\u0627 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062d\u064a\u0627\u0629 \u0627\u0644\u064a\u0648\u0645\u064a\u0629. \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0640 AI Assistants AI Assistants \u062a\u062a\u0645\u064a\u0632 \u0628\u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u062a\u064a \u062a\u062c\u0639\u0644\u0647\u0627 \u0623\u062f\u0648\u0627\u062a \u0641\u0639\u0651\u0627\u0644\u0629 \u0648\u0642\u0648\u064a\u0629 \u0644\u062a\u0628\u0633\u064a\u0637 \u0627\u0644\u062d\u064a\u0627\u0629 \u0627\u0644\u064a\u0648\u0645\u064a\u0629 \u0648\u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629. \u0647\u0630\u0647 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0645\u062b\u0644 Natural Language Processing (NLP)\u060c \u0648Machine Learning\u060c \u0648\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u064a \u062a\u062c\u0639\u0644 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0623\u0643\u062b\u0631 \u0630\u0643\u0627\u0621\u064b \u0648\u062a\u0643\u064a\u0641\u064b\u0627 \u0645\u0639 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u062a\u0641\u0635\u064a\u0644 \u0644\u0623\u0647\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u064a\u0632\u0627\u062a: 1. \u0641\u0647\u0645 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (Natural Language Understanding): \u062a\u0645\u0643\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u064a\u0632\u0629 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a \u0645\u0646 \u0641\u0647\u0645 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0623\u0648\u0627\u0645\u0631\u0647 \u0628\u0646\u0641\u0633 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062a\u064a \u064a\u062a\u0648\u0627\u0635\u0644 \u0628\u0647\u0627 \u0645\u0639 \u0627\u0644\u0628\u0634\u0631. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0623\u0646 \u064a\u0642\u0648\u0644: &#8220;\u0630\u0643\u0631\u0646\u064a \u0628\u0645\u0642\u0627\u0628\u0644\u0629 \u0627\u0644\u0639\u0645\u0644 \u063a\u062f\u064b\u0627 \u0627\u0644\u0633\u0627\u0639\u0629 10 \u0635\u0628\u0627\u062d\u064b\u0627&#8221;\u060c \u0648\u0633\u064a\u0642\u0648\u0645 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0628\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u062a\u0630\u0643\u064a\u0631 \u0648\u062a\u0646\u0641\u064a\u0630\u0647. 2. \u0627\u0644\u0648\u0639\u064a \u0628\u0627\u0644\u0633\u064a\u0627\u0642 (Context Awareness): \u062a\u0639\u0646\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u064a\u0632\u0629 \u0623\u0646 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a \u064a\u0645\u0643\u0646\u0647 \u0627\u0644\u0627\u062d\u062a\u0641\u0627\u0638 \u0628\u0627\u0644\u0633\u064a\u0627\u0642 \u0639\u0628\u0631 \u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0623\u0643\u062b\u0631 \u0645\u0646\u0637\u0642\u064a\u0629. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0625\u0630\u0627 \u0633\u0623\u0644\u062a: &#8220;\u0645\u062a\u0649 \u0645\u0648\u0639\u062f \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u061f&#8221; \u062b\u0645 \u062a\u0627\u0628\u0639\u062a \u0628\u0633\u0624\u0627\u0644: &#8220;\u0647\u0644 \u064a\u0645\u0643\u0646\u0646\u064a \u062a\u063a\u064a\u064a\u0631\u0647 \u0625\u0644\u0649 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621\u061f&#8221;\u060c \u0633\u064a\u0639\u0631\u0641 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0623\u0646\u0643 \u062a\u0634\u064a\u0631 \u0625\u0644\u0649 \u0646\u0641\u0633 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639. 3. \u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0645\u0647\u0627\u0645 (Task Automation): \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0645\u0646 \u0625\u0639\u062f\u0627\u062f \u0627\u0644\u062a\u0630\u0643\u064a\u0631\u0627\u062a \u0648\u062c\u062f\u0648\u0644\u0629 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u0627\u062a \u0625\u0644\u0649 \u0625\u062c\u0631\u0627\u0621 \u0639\u0645\u0644\u064a\u0627\u062a \u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627 \u0645\u062b\u0644 \u0625\u0631\u0633\u0627\u0644 \u062a\u0642\u0627\u0631\u064a\u0631 \u0623\u0648 \u0645\u062a\u0627\u0628\u0639\u0629 \u0627\u0644\u0637\u0644\u0628\u0627\u062a. 4. \u0627\u0644\u062a\u0639\u0644\u0645 \u0648\u0627\u0644\u062a\u0643\u064a\u0641 (Learning and Adaptation): \u062a\u062a\u0639\u0644\u0645 AI Assistants \u0645\u0646 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0645\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0644\u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0626\u0647\u0627. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0641\u0636\u0644 \u062a\u0644\u0642\u064a \u0627\u0644\u062a\u0630\u0643\u064a\u0631\u0627\u062a \u0639\u0628\u0631 \u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u0628\u062f\u0644\u064b\u0627 \u0645\u0646 \u0627\u0644\u0625\u0634\u0639\u0627\u0631\u0627\u062a \u0627\u0644\u0641\u0648\u0631\u064a\u0629\u060c \u0633\u062a\u0642\u0648\u0645 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0628\u062a\u0643\u064a\u064a\u0641 \u0646\u0641\u0633\u0647\u0627 \u0644\u062a\u0644\u0628\u064a\u0629 \u062a\u0641\u0636\u064a\u0644\u0627\u062a\u0643. 5. \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0642\u0646\u0648\u0627\u062a (Multi-Channel Interaction) \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0645\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0639\u0628\u0631 \u0642\u0646\u0648\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0645\u062b\u0644 \u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0627\u0644\u0635\u0648\u062a\u064a\u0629\u060c \u0623\u0648 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 . \u064a\u062a\u0645 \u062f\u0645\u062c \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a \u0645\u0639 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 (\u0645\u062b\u0644 \u0627\u0644\u0647\u0648\u0627\u062a\u0641\u060c \u0627\u0644\u0633\u0627\u0639\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629\u060c \u0648\u0645\u0643\u0628\u0631\u0627\u062a \u0627\u0644\u0635\u0648\u062a) \u0644\u0636\u0645\u0627\u0646 \u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0648\u0635\u0648\u0644.\u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0645\u0633\u0627\u0639\u062f \u0645\u062b\u0644 Amazon Alexa \u0639\u0628\u0631 \u0645\u0643\u0628\u0631 \u0635\u0648\u062a \u0630\u0643\u064a\u060c \u0623\u0648 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Google Assistant \u0639\u0628\u0631 \u0647\u0627\u062a\u0641\u0643 \u0627\u0644\u0630\u0643\u064a. 6. \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (Integration with Systems and Applications) \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0623\u0646\u0638\u0645\u0629 \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629 \u0644\u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642 \u0627\u0644\u0648\u0638\u0627\u0626\u0641. \u064a\u0639\u062a\u0645\u062f \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0639\u0644\u0649 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a APIs \u0644\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u062a\u0642\u0648\u064a\u0645\u060c \u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u060c \u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0637\u0642\u0633\u060c \u0648\u0645\u0646\u0635\u0627\u062a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639. \u0645\u062b\u0627\u0644: \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 Google Calendar \u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0648\u0627\u0639\u064a\u062f. 7. \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0627\u0644\u0641\u0648\u0631\u064a\u0629 (Real-Time Responses) \u062a\u0642\u062f\u064a\u0645 \u0625\u062c\u0627\u0628\u0627\u062a \u0623\u0648 \u062a\u0646\u0641\u064a\u0630 \u0623\u0648\u0627\u0645\u0631 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a. \u062a\u0633\u062a\u062e\u062f\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0633\u0631\u064a\u0639\u0629<\/p>\n","protected":false},"author":4,"featured_media":4580,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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