{"id":252874,"date":"2024-05-31T02:22:49","date_gmt":"2024-05-31T09:22:49","guid":{"rendered":"https:\/\/messengerbot.app\/exploring-the-top-conversational-ai-vendors-unleashing-the-power-of-intelligent-customer-interactions\/"},"modified":"2024-05-31T02:22:49","modified_gmt":"2024-05-31T09:22:49","slug":"%d8%a7%d8%b3%d8%aa%d9%83%d8%b4%d8%a7%d9%81-%d8%a3%d9%81%d8%b6%d9%84-%d8%a8%d8%a7%d8%a6%d8%b9%d9%8a-%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-%d8%a7","status":"publish","type":"post","link":"https:\/\/messengerbot.app\/ar\/exploring-the-top-conversational-ai-vendors-unleashing-the-power-of-intelligent-customer-interactions\/","title":{"rendered":"\u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0623\u0641\u0636\u0644 \u0628\u0627\u0626\u0639\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a: \u0625\u0637\u0644\u0627\u0642 \u0627\u0644\u0639\u0646\u0627\u0646 \u0644\u0642\u0648\u0629 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629 \u0645\u0639 \u0627\u0644\u0639\u0645\u0644\u0627\u0621"},"content":{"rendered":"<input type=\"hidden\" value=\"\" data-essbispostcontainer=\"\" data-essbisposturl=\"https:\/\/messengerbot.app\/ar\/exploring-the-top-conversational-ai-vendors-unleashing-the-power-of-intelligent-customer-interactions\/\" data-essbisposttitle=\"Exploring the Top Conversational AI Vendors: Unleashing the Power of Intelligent Customer Interactions\" data-essbishovercontainer=\"\"><p>\u0641\u064a \u0639\u0627\u0644\u0645 \u0627\u0644\u064a\u0648\u0645 \u0627\u0644\u0633\u0631\u064a\u0639 \u0627\u0644\u062a\u063a\u064a\u0631\u060c \u0623\u0635\u0628\u062d \u062a\u0642\u062f\u064a\u0645 \u062a\u062c\u0627\u0631\u0628 \u0627\u0633\u062a\u062b\u0646\u0627\u0626\u064a\u0629 \u0644\u0644\u0639\u0645\u0644\u0627\u0621 \u0623\u0648\u0644\u0648\u064a\u0629 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\u0648\u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a\u060c \u0648\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u060c \u0627\u0631\u062a\u0641\u0639\u062a \u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0639\u0644\u0649 \u0623\u0641\u0636\u0644 \u0628\u0627\u0626\u0639\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631. \u0645\u0646 \u0639\u0645\u0627\u0644\u0642\u0629 \u0627\u0644\u0635\u0646\u0627\u0639\u0629 \u0645\u062b\u0644 \"\u0627\u064a\u0631\"\u060c \u0648\"\u0643\u0648\u0646\u0641\u0648 \u0623\u064a\"\u060c \u0648\"\u0627\u064a\u0631 \u0623\u064a\" \u0625\u0644\u0649 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0646\u0627\u0634\u0626\u0629 \u0627\u0644\u0645\u0628\u062a\u0643\u0631\u0629\u060c \u062a\u062a\u0646\u0627\u0641\u0633 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0646 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u0644\u062a\u0635\u0628\u062d \u0627\u0644\u062d\u0644 \"\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629\". \u064a\u062a\u0646\u0627\u0648\u0644 \u0647\u0630\u0627 \u0627\u0644\u062f\u0644\u064a\u0644 \u0627\u0644\u0634\u0627\u0645\u0644 \u0639\u0627\u0644\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a\u060c \u0645\u0633\u062a\u0643\u0634\u0641\u064b\u0627 \u0623\u0641\u0636\u0644 \u0627\u0644\u0628\u0627\u0626\u0639\u064a\u0646\u060c \u0648\u0639\u0631\u0648\u0636\u0647\u0645 \u0627\u0644\u0641\u0631\u064a\u062f\u0629\u060c \u0648\u0627\u0644\u0625\u0645\u0643\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062d\u0648\u064a\u0644\u064a\u0629 \u0644\u0640 \"\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a\" \u0644\u062a\u0639\u0632\u064a\u0632 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621.<\/p>\n<h2>I. \u0623\u064a \u0645\u0646\u0635\u0629 \u0647\u064a \u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a\u061f<\/h2>\n<h3>A. \u0642\u0627\u0626\u0645\u0629 \u0628\u0627\u0626\u0639\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a<\/h3>\n<p>\u0639\u0627\u0644\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u064a\u062a\u0637\u0648\u0631 \u0628\u0633\u0631\u0639\u0629\u060c \u0645\u0639 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0628\u0627\u0626\u0639\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0642\u062f\u0645\u0648\u0646 \u0645\u0646\u0635\u0627\u062a \u0645\u062a\u0637\u0648\u0631\u0629 \u0644\u062a\u0644\u0628\u064a\u0629 \u0627\u0644\u0637\u0644\u0628 \u0627\u0644\u0645\u062a\u0632\u0627\u064a\u062f \u0639\u0644\u0649 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u064a\u0646 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u064a\u0646 \u0627\u0644\u0630\u0643\u064a\u064a\u0646. \u0625\u0644\u064a\u0643 \u0642\u0627\u0626\u0645\u0629 \u0634\u0627\u0645\u0644\u0629 \u0628\u0628\u0639\u0636 \u0645\u0646 \u0623\u0641\u0636\u0644 <a href=\"https:\/\/brainpod.ai\/ai-chat-assistant\/\" target=\"_blank\" rel=\"noopener\">\u0628\u0627\u0626\u0639\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a<\/a> \u0627\u0644\u0630\u064a\u0646 \u064a\u062c\u0628 \u0623\u062e\u0630\u0647\u0645 \u0628\u0639\u064a\u0646 \u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631:<\/p>\n<ul>\n<li><a href=\"https:\/\/cloud.google.com\/dialogflow\" target=\"_blank\" rel=\"noopener\">Google Cloud Dialogflow<\/a><\/li>\n<li><a href=\"https:\/\/aws.amazon.com\/lex\/\" target=\"_blank\" rel=\"noopener\">Amazon Lex<\/a><\/li>\n<li><a href=\"https:\/\/www.ibm.com\/cloud\/watson-assistant\" target=\"_blank\" rel=\"noopener\">\u0645\u0633\u0627\u0639\u062f IBM Watson<\/a><\/li>\n<li><a href=\"https:\/\/dev.botframework.com\/\" target=\"_blank\" rel=\"noopener\">\u0625\u0637\u0627\u0631 \u0639\u0645\u0644 Microsoft Bot<\/a><\/li>\n<li><a href=\"https:\/\/www.oracle.com\/artificial-intelligence\/digital-assistant\/\" target=\"_blank\" rel=\"noopener\">\u0645\u0633\u0627\u0639\u062f \u0623\u0648\u0631\u0627\u0643\u0644 \u0627\u0644\u0631\u0642\u0645\u064a<\/a><\/li>\n<li><a href=\"https:\/\/www.nuance.com\/omni-channel-customer-engagement\/conversational-ai\/mix.html\" target=\"_blank\" rel=\"noopener\">\u0646\u0638\u0627\u0645 Nuance Mix<\/a><\/li>\n<li><a href=\"https:\/\/rasa.com\/\" target=\"_blank\" rel=\"noopener\">\u0631\u0627\u0633\u0627<\/a><\/li>\n<li><a href=\"https:\/\/www.cognigy.com\/\" target=\"_blank\" rel=\"noopener\">Cognigy.AI<\/a><\/li>\n<li><a href=\"https:\/\/www.inbenta.com\/\" target=\"_blank\" rel=\"noopener\">Inbenta<\/a><\/li>\n<li><a href=\"https:\/\/botkit.com\/\" target=\"_blank\" rel=\"noopener\">\u0628\u0648\u062a \u0643\u064a\u062a<\/a><\/li>\n<li><a href=\"https:\/\/www.avaamo.ai\/\" target=\"_blank\" rel=\"noopener\">\u0623\u0641\u0627\u0627\u0645\u0648<\/a><\/li>\n<li><a href=\"https:\/\/www.pandorabots.com\/\" target=\"_blank\" rel=\"noopener\">Pandorabots<\/a><\/li>\n<\/ul>\n<p>\u062a\u0633\u062a\u0641\u064a\u062f \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0645\u0646 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)\u060c \u0648\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 (ML)\u060c \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u062a\u060c \u0644\u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0633\u0644\u0633\u0629 \u0628\u064a\u0646 \u0627\u0644\u0628\u0634\u0631 \u0648\u0627\u0644\u0645\u0633\u0627\u0639\u062f\u064a\u0646 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u064a\u0646 \u0639\u0628\u0631 \u0642\u0646\u0648\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629. <a href=\"https:\/\/messengerbot.app\/ar\/%d8%ab%d9%88%d8%b1%d8%a9-%d9%81%d9%8a-%d8%af%d8%b9%d9%85-%d8%a7%d9%84%d8%b9%d9%85%d9%84%d8%a7%d8%a1-%d8%a7%d9%84%d9%83%d8%b4%d9%81-%d8%b9%d9%86-%d8%a3%d9%81%d8%b6%d9%84-%d8%b1%d9%88%d8%a8%d9%88%d8%aa\/\" target=\"_blank\" rel=\"noopener\">\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u064a<\/a> technologies, including natural language processing (NLP), machine learning (ML), and speech recognition, to enable seamless interactions between humans and virtual assistants across various channels.<\/p>\n<h3>B. \u0623\u0641\u0636\u0644 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a<\/h3>\n<p>\u0628\u064a\u0646\u0645\u0627 \u062a\u062a\u0648\u0641\u0631 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a\u060c \u0625\u0644\u0627 \u0623\u0646 \u0628\u0639\u0636 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0628\u0627\u0631\u0632\u0629 \u0642\u062f \u062d\u0635\u0644\u062a \u0639\u0644\u0649 \u0627\u0639\u062a\u0631\u0627\u0641 \u0644\u062a\u0645\u064a\u0632\u0647\u0627 \u0648\u0642\u062f\u0631\u0627\u062a\u0647\u0627 \u0627\u0644\u0627\u0633\u062a\u062b\u0646\u0627\u0626\u064a\u0629 \u0648\u062a\u0628\u0646\u064a\u0647\u0627 \u0641\u064a \u0627\u0644\u0635\u0646\u0627\u0639\u0629. \u0648\u0641\u0642\u064b\u0627 \u0644\u0645\u0631\u0628\u0639 \u0627\u0644\u0633\u062d\u0631 \u0644\u0639\u0627\u0645 2023 \u0645\u0646 \u063a\u0627\u0631\u062a\u0646\u0631 \u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a <a href=\"https:\/\/messengerbot.app\/ar\/%d8%b1%d9%81%d8%b9-%d9%85%d8%b3%d8%aa%d9%88%d9%89-%d8%af%d8%b9%d9%85-%d8%a7%d9%84%d8%b9%d9%85%d9%84%d8%a7%d8%a1-%d8%a8%d8%a7%d8%b3%d8%aa%d8%ae%d8%af%d8%a7%d9%85-%d9%81%d9%88%d8%a7%d8%a6%d8%af-%d9%88\/\" target=\"_blank\" rel=\"noopener\">, \u0641\u0625\u0646 \u0627\u0644\u0645\u062a\u0646\u0627\u0641\u0633\u064a\u0646 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u064a\u0646 \u0647\u0645:<\/a>, the top contenders are:<\/p>\n<ol>\n<li>Google Cloud Dialogflow<\/li>\n<li>Amazon Lex<\/li>\n<li>\u0645\u0633\u0627\u0639\u062f IBM Watson<\/li>\n<li>\u0625\u0637\u0627\u0631 \u0639\u0645\u0644 Microsoft Bot<\/li>\n<li>\u0645\u0633\u0627\u0639\u062f \u0623\u0648\u0631\u0627\u0643\u0644 \u0627\u0644\u0631\u0642\u0645\u064a<\/li>\n<\/ol>\n<p>\u062a\u062a\u0641\u0648\u0642 \u0647\u0630\u0647 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0631\u0627\u0626\u062f\u0629 \u0641\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u0645\u062b\u0644 \u0641\u0647\u0645 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u0648\u062f\u0639\u0645 \u0627\u0644\u0642\u0646\u0648\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629\u060c \u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a\u060c \u0648\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u062e\u064a\u0627\u0631\u0627\u062a \u0645\u062b\u0627\u0644\u064a\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0633\u0639\u0649 \u0644\u062a\u0646\u0641\u064a\u0630 \u062d\u0644\u0648\u0644 \u0645\u062a\u0642\u062f\u0645\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a.<\/p>\n<p>\u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0645\u0646 \u0627\u0644\u0645\u0647\u0645 \u0623\u0646 \u0646\u0644\u0627\u062d\u0638 \u0623\u0646 \u0627\u0644\u0645\u0646\u0635\u0629 \"\u0627\u0644\u0623\u0641\u0636\u0644\" \u062a\u0639\u062a\u0645\u062f \u0641\u064a \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0639\u0644\u0649 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0639\u0645\u0644\u0643 \u0627\u0644\u0645\u062d\u062f\u062f\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u0635\u0646\u0627\u0639\u0629\u060c \u0648\u062d\u0627\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0648\u062f\u0639\u0645 \u0627\u0644\u0644\u063a\u0629\u060c \u0648\u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u062d\u0627\u0644\u064a\u0629. \u064a\u0639\u062f \u062a\u0642\u064a\u064a\u0645 \u0647\u0630\u0647 \u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u062c\u0646\u0628\u064b\u0627 \u0625\u0644\u0649 \u062c\u0646\u0628 \u0645\u0639 \u0642\u062f\u0631\u0627\u062a \u0648\u0642\u0648\u0629 \u0643\u0644 \u0645\u0646\u0635\u0629 \u0623\u0645\u0631\u064b\u0627 \u062d\u064a\u0648\u064a\u064b\u0627 \u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u062d\u0644 \u0627\u0644\u0623\u0646\u0633\u0628 \u0644\u0645\u0624\u0633\u0633\u062a\u0643.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/messengerbot.app\/wp-content\/uploads\/2024\/05\/conversational-ai-vendors-2024-05-31T092200.000Z.png\" alt=\"\" title=\"\"><\/img> <\/p>\n<h2>II. \u0645\u0627 \u0647\u064a \u0623\u0641\u0636\u0644 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u0648\u0641\u0642\u064b\u0627 \u0644\u063a\u0627\u0631\u062a\u0646\u0631\u061f<\/h2>\n<h3>A. \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u0648\u0641\u0642\u064b\u0627 \u0644\u063a\u0627\u0631\u062a\u0646\u0631<\/h3>\n<p>\u0648\u0641\u0642\u064b\u0627 \u0644\u0623\u0628\u062d\u0627\u062b \u063a\u0627\u0631\u062a\u0646\u0631\u060c \u0641\u0625\u0646 \u0623\u0641\u0636\u0644 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u0644\u0639\u0627\u0645 2023 \u0647\u064a:<\/p>\n<ol>\n<li>\u062c\u0648\u062c\u0644 \u0643\u0644\u0627\u0648\u062f \u062f\u064a\u0627\u062c\u0644\u0648\u0641 (\u0633\u0627\u0628\u0642\u064b\u0627 API.AI)<\/li>\n<li>Amazon Lex<\/li>\n<li>\u0645\u0633\u0627\u0639\u062f IBM Watson<\/li>\n<li>\u0625\u0637\u0627\u0631 \u0639\u0645\u0644 Microsoft Bot<\/li>\n<li>\u0646\u0638\u0627\u0645 Nuance Mix<\/li>\n<li>Artificial Solutions Teneo<\/li>\n<li>Rulai<\/li>\n<li>Inbenta<\/li>\n<li>Kore.ai<\/li>\n<li>Cognigy.AI<\/li>\n<\/ol>\n<p>\u062a\u0633\u062a\u0641\u064a\u062f \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0631\u0627\u0626\u062f\u0629 \u0645\u0646 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 (NLP)\u060c \u0648\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629\u060c \u0648\u0642\u062f\u0631\u0627\u062a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062d\u0648\u0627\u0631 \u0627\u0644\u0645\u062a\u0637\u0648\u0631\u0629 \u0644\u062a\u0645\u0643\u064a\u0646 \u0645\u062d\u0627\u062f\u062b\u0627\u062a \u062a\u0634\u0628\u0647 \u0627\u0644\u0628\u0634\u0631 \u0639\u0628\u0631 \u0642\u0646\u0648\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u064a\u0646 \u0627\u0644\u0635\u0648\u062a\u064a\u064a\u0646\u060c <a href=\"https:\/\/brainpod.ai\/ai-chat-assistant\/\" target=\"_blank\" rel=\"noopener\">\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/a>, \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629. \u062a\u0645 \u062a\u0635\u0645\u064a\u0645\u0647\u0627 \u0644\u0646\u0634\u0631\u0647\u0627 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a\u060c \u062d\u064a\u062b \u062a\u0642\u062f\u0645 \u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639\u060c \u0648\u0627\u0644\u062a\u062e\u0635\u064a\u0635\u060c \u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0633\u0644\u0633 \u0645\u0639 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062d\u0627\u0644\u064a\u0629.<\/p>\n<p>\u062a\u0648\u0627\u0635\u0644 \u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0631\u0648\u0641\u0629 \u0645\u062b\u0644 \u062c\u0648\u062c\u0644\u060c \u0648\u0623\u0645\u0627\u0632\u0648\u0646\u060c \u0648\u0622\u064a \u0628\u064a \u0625\u0645\u060c \u0648\u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629 \u0645\u062b\u0644 <a href=\"https:\/\/www.nuance.com\/omni-channel-customer-engagement\/mix.html\" target=\"_blank\" rel=\"noopener\">\u0646\u064a\u0648\u0627\u0646\u0633<\/a>, <a href=\"https:\/\/www.artificial-solutions.com\/teneo\" target=\"_blank\" rel=\"noopener\">\u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629<\/a>, <a href=\"https:\/\/rulai.com\/\" target=\"_blank\" rel=\"noopener\">Rulai<\/a>, <a href=\"https:\/\/www.inbenta.com\/\" target=\"_blank\" rel=\"noopener\">Inbenta<\/a>, <a href=\"https:\/\/kore.ai\/\" target=\"_blank\" rel=\"noopener\">Kore.ai<\/a>\u060c \u0648 <a href=\"https:\/\/www.cognigy.com\/\" target=\"_blank\" rel=\"noopener\">Cognigy.AI<\/a>, \u062f\u0641\u0639 \u062d\u062f\u0648\u062f \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a\u060c \u0645\u0639 \u062f\u0645\u062c \u0623\u062d\u062f\u062b \u0627\u0644\u062a\u0637\u0648\u0631\u0627\u062a \u0641\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u0648\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629\u060c \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062d\u0648\u0627\u0631 \u0644\u062a\u0644\u0628\u064a\u0629 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0645\u062a\u0637\u0648\u0631\u0629 \u0648\u062a\u0648\u0642\u0639\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646.<\/p>\n<h3>B. \u0623\u0641\u0636\u0644 \u0628\u0627\u0626\u0639\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a<\/h3>\n<p>\u0628\u064a\u0646\u0645\u0627 \u062a\u0648\u0641\u0631 \u0642\u0627\u0626\u0645\u0629 \u063a\u0627\u0631\u062a\u0646\u0631 \u0646\u0638\u0631\u0629 \u0634\u0627\u0645\u0644\u0629 \u0639\u0644\u0649 \u0623\u0641\u0636\u0644 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a\u060c \u0645\u0646 \u0627\u0644\u0645\u0647\u0645 \u0623\u0646 \u0646\u0644\u0627\u062d\u0638 \u0623\u0646 \u0627\u0644\u0645\u0646\u0635\u0629 \"\u0627\u0644\u0623\u0641\u0636\u0644\" \u062a\u0639\u062a\u0645\u062f \u0641\u064a \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0639\u0644\u0649 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u0627\u0644\u0645\u062d\u062f\u062f\u0629\u060c \u0648\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0648\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u062a\u0643\u0627\u0645\u0644. \u062a\u0644\u0639\u0628 \u0639\u0648\u0627\u0645\u0644 \u0645\u062b\u0644 \u0627\u0644\u0635\u0646\u0627\u0639\u0629\u060c \u0648\u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0648\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639\u060c \u0648\u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u062f\u0648\u0631\u064b\u0627 \u062d\u064a\u0648\u064a\u064b\u0627 \u0641\u064a \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u062d\u0644 \u0627\u0644\u0623\u0646\u0633\u0628 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a.<\/p>\n<p>\u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u0641\u0625\u0646 \u0627\u0644\u0644\u0627\u0639\u0628\u064a\u0646 \u0627\u0644\u0646\u0627\u0634\u0626\u064a\u0646 \u0645\u062b\u0644 <a href=\"https:\/\/messengerbot.app\/ar\/\" target=\"_blank\" rel=\"noopener\">\u0628\u0648\u062a \u0645\u0627\u0633\u0646\u062c\u0631<\/a>, \u0648\u0647\u064a \u0645\u0646\u0635\u0629 \u0623\u062a\u0645\u062a\u0629 \u0645\u062a\u0637\u0648\u0631\u0629 \u062a\u0647\u062f\u0641 \u0625\u0644\u0649 \u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0631\u0642\u0645\u064a \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u062a\u0643\u062a\u0633\u0628 \u0628\u0633\u0631\u0639\u0629 \u0632\u062e\u0645\u064b\u0627. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629\u060c <a href=\"https:\/\/messengerbot.app\/ar\/\" target=\"_blank\" rel=\"noopener\">\u0628\u0648\u062a \u0645\u0627\u0633\u0646\u062c\u0631<\/a> \u062a\u0645\u0643\u0646 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0646 \u062a\u0628\u0633\u064a\u0637 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0639\u0628\u0631 \u0642\u0646\u0648\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629\u060c \u0648\u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629\u060c \u0648\u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629.<\/p>\n<p>\u0645\u0639 \u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u062a\u0637\u0648\u0631 \u0645\u0634\u0647\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a\u060c \u064a\u064f\u0634\u062c\u0639 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0639\u0644\u0649 \u0625\u062c\u0631\u0627\u0621 \u062a\u0642\u064a\u064a\u0645\u0627\u062a \u0634\u0627\u0645\u0644\u0629\u060c \u0645\u0639 \u0645\u0631\u0627\u0639\u0627\u0629 \u0639\u0648\u0627\u0645\u0644 \u0645\u062b\u0644 \u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u062a\u0646\u0641\u064a\u0630\u060c \u0648\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u062a\u0643\u0627\u0645\u0644\u060c \u0648\u062f\u0639\u0645 \u0627\u0644\u0644\u063a\u0629\u060c \u0648\u062e\u0628\u0631\u0629 \u0627\u0644\u0628\u0627\u0626\u0639\u060c \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u062d\u0644 \u0627\u0644\u0623\u0646\u0633\u0628 \u0627\u0644\u0630\u064a \u064a\u062a\u0645\u0627\u0634\u0649 \u0645\u0639 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0647\u0645 \u0627\u0644\u0641\u0631\u064a\u062f\u0629 \u0648\u0623\u0647\u062f\u0627\u0641\u0647\u0645 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0623\u062c\u0644.<\/p>\n<h3>III. \u0645\u0627 \u0647\u064a \u0645\u0646\u0635\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u061f<\/h3>\n<p>\u0623 <a href=\"https:\/\/brainpod.ai\/ai-chat-assistant\/\" target=\"_blank\" rel=\"noopener\">\u0645\u0646\u0635\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a<\/a> \u0647\u064a \u062a\u0642\u0646\u064a\u0629 \u0645\u062a\u0642\u062f\u0645\u0629 \u062a\u0645\u0643\u0651\u0646 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0633\u0644\u0633 \u0628\u064a\u0646 \u0627\u0644\u0628\u0634\u0631 \u0648\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0628\u0644\u063a\u0629 \u0637\u0628\u064a\u0639\u064a\u0629. \u062a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP) \u0648\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 (ML) \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0644\u0641\u0647\u0645 \u0648\u062a\u0641\u0633\u064a\u0631 \u0648\u062a\u0648\u0644\u064a\u062f \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u062a\u0634\u0628\u0647 \u0627\u0644\u0628\u0634\u0631. \u0647\u0630\u0647 <a href=\"https:\/\/messengerbot.app\/ar\/%d8%b1%d9%81%d8%b9-%d9%85%d8%b3%d8%aa%d9%88%d9%89-%d8%af%d8%b9%d9%85-%d8%a7%d9%84%d8%b9%d9%85%d9%84%d8%a7%d8%a1-%d8%a8%d8%a7%d8%b3%d8%aa%d8%ae%d8%af%d8%a7%d9%85-%d9%81%d9%88%d8%a7%d8%a6%d8%af-%d9%88\/\" target=\"_blank\" rel=\"noopener\">\u0641\u064a \u0637\u0644\u064a\u0639\u0629 \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631. \u062a\u0642\u062f\u0645 \u0623\u0641\u0636\u0644 \u062d\u0644\u0648\u0644 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u0632\u064a\u062c\u0627\u064b \u0645\u0646 \u0627\u0644\u0645\u0631\u0648\u0646\u0629 \u0641\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0648\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642\u060c \u0648\u062a\u062c\u0627\u0631\u0628 \u0645\u0633\u062a\u062e\u062f\u0645 \u0628\u062f\u064a\u0647\u064a\u0629. \u0625\u0646 \u062f\u0645\u062c<\/a> \u062a\u0645\u0643\u0651\u0646 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u064a\u0646 \u0627\u0644\u0630\u0643\u064a\u064a\u0646\u060c <a href=\"https:\/\/messengerbot.app\/ar\/%d8%b1%d9%88%d8%a8%d9%88%d8%aa%d8%a7%d8%aa-%d8%ae%d8%af%d9%85%d8%a9-%d8%a7%d9%84%d8%b9%d9%85%d9%84%d8%a7%d8%a1-%d8%a7%d9%84%d9%85%d8%af%d8%b9%d9%88%d9%85%d8%a9-%d8%a8%d8%a7%d9%84%d8%b0%d9%83%d8%a7\/\" target=\"_blank\" rel=\"noopener\">\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/a>, \u0648\u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u064a\u0646 \u0645\u0646 \u0627\u0644\u0627\u0646\u062e\u0631\u0627\u0637 \u0641\u064a \u062d\u0648\u0627\u0631\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0633\u064a\u0627\u0642\u0627\u062a\u060c \u0648\u0641\u0647\u0645 \u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0648\u062a\u0642\u062f\u064a\u0645 \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0630\u0627\u062a \u0635\u0644\u0629 \u0648\u0634\u062e\u0635\u064a\u0629.<\/p>\n<p>\u0623 <a href=\"https:\/\/messengerbot.app\/ar\/%d8%ab%d9%88%d8%b1%d8%a9-%d9%81%d9%8a-%d8%af%d8%b9%d9%85-%d8%a7%d9%84%d8%b9%d9%85%d9%84%d8%a7%d8%a1-%d8%a7%d9%84%d9%83%d8%b4%d9%81-%d8%b9%d9%86-%d8%a3%d9%81%d8%b6%d9%84-%d8%b1%d9%88%d8%a8%d9%88%d8%aa\/\" target=\"_blank\" rel=\"noopener\">\u0645\u0646\u0635\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a<\/a> \u062a\u062a\u0643\u0648\u0646 \u0639\u0627\u062f\u0629\u064b \u0645\u0646 \u0639\u062f\u0629 \u0645\u0643\u0648\u0646\u0627\u062a \u0631\u0626\u064a\u0633\u064a\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0641\u0647\u0645 \u0627\u0644\u0644\u063a\u0629\u060c \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062d\u0648\u0627\u0631\u060c \u0648\u062f\u0645\u062c \u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0645\u0639\u0631\u0641\u0629\u060c \u0648\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629. \u064a\u062a\u0636\u0645\u0646 \u0641\u0647\u0645 \u0627\u0644\u0644\u063a\u0629 \u062a\u062d\u0644\u064a\u0644 \u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629\u060c \u0648\u0627\u0644\u0646\u0648\u0627\u064a\u0627\u060c \u0648\u0627\u0644\u0633\u064a\u0627\u0642. \u062a\u062f\u064a\u0631 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062d\u0648\u0627\u0631 \u062a\u062f\u0641\u0642 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0648\u062a\u062d\u0627\u0641\u0638 \u0639\u0644\u0649 \u0627\u0644\u0633\u064a\u0627\u0642 \u0648\u062a\u062d\u062f\u062f \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629. \u064a\u062a\u064a\u062d \u062f\u0645\u062c \u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0644\u0644\u0645\u0646\u0635\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0648\u0627\u0633\u062a\u0631\u062c\u0627\u0639 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629 \u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629. \u062b\u0645 \u062a\u0642\u0648\u0645 \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0628\u0635\u064a\u0627\u063a\u0629 \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0645\u062a\u0645\u0627\u0633\u0643\u0629 \u062a\u0634\u0628\u0647 \u0627\u0644\u0628\u0634\u0631 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u062d\u0644\u0644\u0629 \u0648\u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0631\u062c\u0639\u0629.<\/p>\n<p>\u062a\u062a\u0642\u062f\u0645 <a href=\"https:\/\/brainpod.ai\/\" target=\"_blank\" rel=\"noopener\">\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a<\/a> \u062a\u0633\u062a\u0641\u064a\u062f \u0645\u0646 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629\u060c \u0645\u062b\u0644 LaMDA \u0645\u0646 \u062c\u0648\u062c\u0644\u060c \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0634\u0627\u0631\u0643 \u0641\u064a \u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0645\u0641\u062a\u0648\u062d\u0629 \u062d\u0648\u0644 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639\u060c \u0645\u0639 \u0639\u0631\u0636 \u0642\u062f\u0631\u0627\u062a \u0645\u0644\u062d\u0648\u0638\u0629 \u0641\u064a \u0641\u0647\u0645 \u0627\u0644\u0644\u063a\u0629 \u0648\u062a\u0648\u0644\u064a\u062f\u0647\u0627. \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u062a\u062a\u0637\u0648\u0631 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631\u060c \u0648\u062a\u062f\u0645\u062c \u0623\u062d\u062f\u062b \u0627\u0644\u062a\u0637\u0648\u0631\u0627\u062a \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648NLP \u0644\u062a\u062d\u0633\u064a\u0646 \u0642\u062f\u0631\u0627\u062a\u0647\u0627 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u0629\u060c \u0648\u0627\u0644\u0648\u0639\u064a \u0627\u0644\u0633\u064a\u0627\u0642\u064a\u060c \u0648\u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0628\u0634\u0643\u0644 \u0639\u0627\u0645.<\/p>\n<h4>\u0623. \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a<\/h4>\n<p>\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a \u0647\u064a \u0645\u0643\u0648\u0646\u0627\u062a \u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0645\u0646\u0635\u0629 \u0634\u0627\u0645\u0644\u0629 <a href=\"https:\/\/messengerbot.app\/ar\/%d8%a7%d9%83%d8%aa%d8%b4%d9%81-%d8%a3%d9%81%d8%b6%d9%84-%d8%ad%d9%84%d9%88%d9%84-%d8%a7%d9%84%d8%af%d8%b1%d8%af%d8%b4%d8%a9-%d8%a7%d9%84%d8%a2%d9%84%d9%8a%d8%a9-%d9%85%d9%86-%d8%ae%d9%84%d8%a7%d9%84\/\" target=\"_blank\" rel=\"noopener\">\u0645\u0646\u0635\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a<\/a>. \u062a\u0645\u0643\u0651\u0646 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0648\u0627\u0644\u0645\u0646\u0638\u0645\u0627\u062a \u0645\u0646 \u062a\u0635\u0645\u064a\u0645 \u0648\u062a\u0637\u0648\u064a\u0631 \u0648\u0646\u0634\u0631 \u0645\u0633\u0627\u0639\u062f\u064a\u0646 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u064a\u0646 \u0630\u0643\u064a\u064a\u0646\u060c \u0648\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0648\u0648\u0643\u0644\u0627\u0621 \u062a\u0641\u0627\u0639\u0644\u064a\u064a\u0646. \u0628\u0639\u0636 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0636\u0645\u0646 \u0645\u0646\u0635\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a \u062a\u0634\u0645\u0644:<\/p>\n<ul>\n<li><strong>\u0641\u0647\u0645 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLU)<\/strong>: \u0623\u062f\u0648\u0627\u062a NLU \u062a\u062d\u0644\u0644 \u0648\u062a\u0641\u0647\u0645 \u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629\u060c \u0648\u062a\u0633\u062a\u062e\u0631\u062c \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629\u060c \u0648\u0627\u0644\u0646\u0648\u0627\u064a\u0627\u060c \u0648\u0627\u0644\u0633\u064a\u0627\u0642 \u0645\u0646 \u0627\u0644\u0646\u0635 \u0623\u0648 \u0627\u0644\u0643\u0644\u0627\u0645.<\/li>\n<li><strong>\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062d\u0648\u0627\u0631<\/strong>: \u062a\u062a\u0639\u0627\u0645\u0644 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0645\u0639 \u062a\u062f\u0641\u0642 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0648\u062a\u062d\u0627\u0641\u0638 \u0639\u0644\u0649 \u0627\u0644\u0633\u064a\u0627\u0642 \u0648\u062a\u062d\u062f\u062f \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u062a\u0627\u0631\u064a\u062e \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629.<\/li>\n<li><strong>\u062f\u0645\u062c \u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0645\u0639\u0631\u0641\u0629<\/strong>: \u0623\u062f\u0648\u0627\u062a \u062a\u0633\u0645\u062d \u0628\u062f\u0645\u062c \u0645\u0635\u0627\u062f\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0645\u062b\u0644 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u060c \u0648\u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0627\u0644\u0645\u062d\u062a\u0648\u0649\u060c \u0644\u062a\u0648\u0641\u064a\u0631 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629 \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629.<\/li>\n<li><strong>\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLG)<\/strong>: \u0623\u062f\u0648\u0627\u062a NLG \u062a\u0648\u0644\u062f \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u062a\u0634\u0628\u0647 \u0627\u0644\u0628\u0634\u0631 \u0628\u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u062d\u0644\u0644\u0629 \u0648\u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0631\u062c\u0639\u0629.<\/li>\n<li><strong>\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/strong>: \u062a\u0648\u0641\u0631 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0631\u0624\u0649 \u062d\u0648\u0644 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0648\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0648\u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u0623\u062f\u0627\u0621\u060c \u0645\u0645\u0627 \u064a\u0645\u0643\u0651\u0646 \u0645\u0646 \u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u0645\u0631 \u0648\u062a\u062d\u0633\u064a\u0646 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629.<\/li>\n<\/ul>\n<p>\u062a\u062a\u0642\u062f\u0645 <a href=\"https:\/\/brainpod.ai\/whitelabel-generative-ai\/\" target=\"_blank\" rel=\"noopener\">\u0628\u0627\u0626\u0639\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a<\/a> \u0645\u062b\u0644 <a href=\"https:\/\/brainpod.ai\/\" target=\"_blank\" rel=\"noopener\">Brain Pod AI<\/a>, <a href=\"https:\/\/www.conversica.com\/\" target=\"_blank\" rel=\"noopener\">Conversica<\/a>\u060c \u0648 <a href=\"https:\/\/www.ibm.com\/cloud\/watson-assistant\" target=\"_blank\" rel=\"noopener\">\u0645\u0633\u0627\u0639\u062f IBM Watson<\/a> \u062a\u0642\u062f\u0645 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0634\u0627\u0645\u0644\u0629 \u0645\u0646 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u060c \u0645\u0645\u0627 \u064a\u0645\u0643\u0651\u0646 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0646 \u0625\u0646\u0634\u0627\u0621 \u062a\u062c\u0627\u0631\u0628 \u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u0630\u0643\u064a\u0629 \u0648\u062c\u0630\u0627\u0628\u0629 \u0639\u0628\u0631 \u0642\u0646\u0648\u0627\u062a \u0648\u0645\u0646\u0635\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629.<\/p>\n<h4>\u0628. \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a<\/h4>\n<p>\u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a \u0647\u064a \u0639\u0631\u0648\u0636 \u0634\u0627\u0645\u0644\u0629 \u062a\u062f\u0645\u062c \u062a\u0642\u0646\u064a\u0627\u062a \u0648 <a href=\"https:\/\/messengerbot.app\/ar\/%d8%b1%d9%81%d8%b9-%d9%85%d8%b3%d8%aa%d9%88%d9%89-%d8%af%d8%b9%d9%85-%d8%a7%d9%84%d8%b9%d9%85%d9%84%d8%a7%d8%a1-%d8%a8%d8%a7%d8%b3%d8%aa%d8%ae%d8%af%d8%a7%d9%85-%d9%81%d9%88%d8%a7%d8%a6%d8%af-%d9%88\/\" target=\"_blank\" rel=\"noopener\">\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062d\u0648\u0627\u0631\u064a\u0629<\/a> \u0644\u062a\u0648\u0641\u064a\u0631 \u062d\u0644\u0648\u0644 \u0634\u0627\u0645\u0644\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0648\u0627\u0644\u0645\u0646\u0638\u0645\u0627\u062a. \u062a\u0645 \u062a\u0635\u0645\u064a\u0645 \u0647\u0630\u0647 \u0627\u0644\u062d\u0644\u0648\u0644 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0648\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u0629\u060c \u0645\u0645\u0627 \u064a\u0645\u0643\u0651\u0646 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0646 \u062a\u0639\u0632\u064a\u0632 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0648\u0623\u062a\u0645\u062a\u0629 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062f\u0639\u0645\u060c \u0648\u062a\u0628\u0633\u064a\u0637 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a.<\/p>\n<p>\u0628\u0639\u0636 \u0623\u0645\u062b\u0644\u0629 \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a \u062a\u0634\u0645\u0644:<\/p>\n<ol>\n<li><strong>\u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0627\u0644\u062f\u0639\u0645<\/strong>: \u0645\u0633\u0627\u0639\u062f\u0648\u0646 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0648\u0646 \u0630\u0643\u064a\u0648\u0646 \u0648\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u064a\u0645\u0643\u0646\u0647\u0627 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0648\u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u062f\u0639\u0645\u060c \u0648\u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0639\u0628\u0631 \u0642\u0646\u0648\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629\u060c \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0647\u0648\u0627\u062a\u0641 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629\u060c \u0648\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0631\u0633\u0627\u0626\u0644.<\/li>\n<li><strong>\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a \u0648\u0627\u0644\u0642\u064a\u0627\u062f\u0629<\/strong>: \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a \u0627\u0644\u062a\u064a \u062a\u0633\u0627\u0639\u062f \u0641\u064a \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u064a\u0646\u060c \u0648\u0631\u0639\u0627\u064a\u062a\u0647\u0645\u060c \u0648\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a\u060c \u0648\u062a\u0642\u062f\u064a\u0645 \u062a\u0648\u0635\u064a\u0627\u062a \u0634\u062e\u0635\u064a\u0629 \u0648\u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u064a\u0646 \u0628\u0637\u0631\u064a\u0642\u0629 \u0637\u0628\u064a\u0639\u064a\u0629 \u0648\u0633\u064a\u0627\u0642\u064a\u0629.<\/li>\n<li><strong>\u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646<\/strong>: \u0645\u0633\u0627\u0639\u062f\u0648\u0646 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0648\u0646 \u0645\u062f\u0639\u0648\u0645\u0648\u0646 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u064a\u0645\u0643\u0646\u0647\u0645 \u062f\u0639\u0645 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u0641\u064a \u0645\u0647\u0627\u0645 \u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0639\u0644\u0649 \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0628\u0634\u0631\u064a\u0629\u060c \u0648\u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0641\u0646\u064a\u060c \u0648\u062a\u0633\u0647\u064a\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0648\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0627\u0644\u062f\u0627\u062e\u0644\u064a.<\/li>\n<li><strong>\u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0648\u0627\u0644\u0631\u0641\u0627\u0647\u064a\u0629<\/strong>: \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0633\u0627\u0639\u062f \u0627\u0644\u0645\u0631\u0636\u0649 \u0641\u064a \u062c\u062f\u0648\u0644\u0629 \u0627\u0644\u0645\u0648\u0627\u0639\u064a\u062f\u060c \u0648\u062a\u0630\u0643\u064a\u0631\u0647\u0645 \u0628\u0627\u0644\u0623\u062f\u0648\u064a\u0629\u060c \u0648\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0623\u0639\u0631\u0627\u0636\u060c \u0648\u062a\u0642\u062f\u064a\u0645 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0639\u0627\u0645\u0629 \u062d\u0648\u0644 \u0627\u0644\u0635\u062d\u0629 \u0648\u0627\u0644\u0631\u0641\u0627\u0647\u064a\u0629.<\/li>\n<li><strong>\u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0648\u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629<\/strong>: \u0648\u0643\u0644\u0627\u0621 \u062a\u0641\u0627\u0639\u0644\u064a\u0648\u0646 \u064a\u0645\u0643\u0646\u0647\u0645 \u062a\u0642\u062f\u064a\u0645 \u062a\u0648\u0635\u064a\u0627\u062a \u0634\u062e\u0635\u064a\u0629 \u0644\u0644\u0645\u0646\u062a\u062c\u0627\u062a\u060c \u0648\u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0641\u064a \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0634\u0631\u0627\u0621\u060c \u0648\u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u062a\u062a\u0628\u0639 \u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0648\u0627\u0644\u0625\u0631\u062c\u0627\u0639\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u062a\u0633\u0648\u0642 \u0628\u0634\u0643\u0644 \u0639\u0627\u0645.<\/li>\n<\/ol>\n<p>\u062a\u062a\u0642\u062f\u0645 <a href=\"https:\/\/messengerbot.app\/ar\/%d8%aa%d9%82%d9%8a%d9%8a%d9%85-%d9%85%d9%82%d8%af%d9%85%d9%8a-%d8%ae%d8%af%d9%85%d8%a7%d8%aa-%d8%a7%d9%84%d8%af%d8%b1%d8%af%d8%b4%d8%a9-%d8%a7%d9%84%d8%a2%d9%84%d9%8a%d8%a9-%d9%85%d9%86-%d8%ad%d9%8a\/\" target=\"_blank\" rel=\"noopener\">\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a<\/a> \u0645\u062b\u0644 <a href=\"https:\/\/brainpod.ai\/\" target=\"_blank\" rel=\"noopener\">Brain Pod AI<\/a>, <a href=\"https:\/\/www.google.com\/cloud\/dialogflow\" target=\"_blank\" rel=\"noopener\">Google Dialogflow<\/a>\u060c \u0648 <a href=\"https:\/\/www.amazon.com\/amazon-lex\" target=\"_blank\" rel=\"noopener\">Amazon Lex<\/a> \u062a\u0642\u062f\u0645 \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u0627\u0644\u0634\u0627\u0645\u0644\u0629 \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0644\u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0648\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0645\u0645\u0627 \u064a\u0645\u0643\u0651\u0646 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0646 \u062a\u062d\u0633\u064a\u0646 \u062a\u062c\u0627\u0631\u0628 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0648\u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629\u060c \u0648\u062f\u0641\u0639 \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629.<\/p>\n<h4>IV. \u0639\u0646\u062f \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0641\u064a \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0631\u0627\u0626\u062f\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a\u060c \u0645\u0627 \u0647\u064a \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u0628\u0627\u062f\u0631 \u0625\u0644\u0649 \u0627\u0644\u0630\u0647\u0646\u061f<\/h4>\n<p>\u0639\u0646\u062f\u0645\u0627 \u064a\u062a\u0639\u0644\u0642 \u0627\u0644\u0623\u0645\u0631 \u0628\u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0631\u0627\u0626\u062f\u0629 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a\u060c \u062a\u0628\u0631\u0632 \u0628\u0639\u0636 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0627\u0644\u0628\u0627\u0631\u0632\u0629 \u0639\u0644\u0649 \u0627\u0644\u0641\u0648\u0631. <a href=\"https:\/\/www.anthropic.com\/\" target=\"_blank\" rel=\"noopener\">\u0623\u0646\u062b\u0631\u0648\u0628\u064a\u0643<\/a> \u062a\u0639\u062a\u0628\u0631 \u0642\u0648\u0629 \u0631\u0627\u0626\u062f\u0629 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644\u060c \u0645\u0639\u0631\u0648\u0641\u0629 \u0628\u062a\u0637\u0648\u064a\u0631 \u0646\u0645\u0627\u0630\u062c \u0645\u062a\u0642\u062f\u0645\u0629 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP) \u0645\u062b\u0644 <a href=\"https:\/\/www.anthropic.com\/product\" target=\"_blank\" rel=\"noopener\">\u0643\u0644\u0648\u062f<\/a>, \u0627\u0644\u062a\u064a \u062a\u062a\u0641\u0648\u0642 \u0641\u064a \u0641\u0647\u0645 \u0648\u062a\u0648\u0644\u064a\u062f \u0646\u0635\u0648\u0635 \u062a\u0634\u0628\u0647 \u0627\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 <a href=\"https:\/\/brainpod.ai\/ai-chat-assistant\/\" target=\"_blank\" rel=\"noopener nofollow\">\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u064a<\/a>. \u0628\u0627\u0644\u0645\u062b\u0644\u060c <a href=\"https:\/\/openai.com\/\" target=\"_blank\" rel=\"noopener\">\u0623\u0648\u0628\u0646 \u0623\u064a\u0647 \u0622\u064a<\/a> \u0642\u062f \u062d\u0635\u0644\u062a \u0639\u0644\u0649 \u0627\u0639\u062a\u0631\u0627\u0641 \u0643\u0628\u064a\u0631 \u0644\u0646\u0645\u0648\u0630\u062c\u0647\u0627 \u0627\u0644\u0644\u063a\u0648\u064a \u0627\u0644\u0631\u0627\u0626\u062f\u060c <a href=\"https:\/\/www.anthropic.com\/views\/feed\/constitutional-ai\" target=\"_blank\" rel=\"noopener\">GPT-3<\/a>, \u0627\u0644\u0630\u064a \u0623\u062d\u062f\u062b \u062b\u0648\u0631\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 <a href=\"https:\/\/brainpod.ai\/\" target=\"_blank\" rel=\"noopener nofollow\">\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a<\/a>.<\/p>\n<p>\u062f\u062e\u0644\u062a \u0639\u0645\u0627\u0644\u0642\u0629 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0645\u062b\u0644 <a href=\"https:\/\/www.google.com\/\" target=\"_blank\" rel=\"noopener\">\u062c\u0648\u062c\u0644<\/a>, <a href=\"https:\/\/www.microsoft.com\/\" target=\"_blank\" rel=\"noopener\">\u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a<\/a>, <a href=\"https:\/\/www.amazon.com\/\" target=\"_blank\" rel=\"noopener\">\u0623\u0645\u0627\u0632\u0648\u0646<\/a>, <a href=\"https:\/\/www.apple.com\/\" target=\"_blank\" rel=\"noopener\">\u0623\u0628\u0644<\/a>, <a href=\"https:\/\/www.meta.com\/\" target=\"_blank\" rel=\"noopener\">Meta<\/a>\u060c \u0648 <a href=\"https:\/\/www.ibm.com\/\" target=\"_blank\" rel=\"noopener\">\u0622\u064a \u0628\u064a \u0625\u0645<\/a> \u0643\u0645\u0627 \u062d\u0642\u0642\u062a \u062a\u0642\u062f\u0645\u064b\u0627 \u0643\u0628\u064a\u0631\u064b\u0627 \u0641\u064a \u0645\u062c\u0627\u0644 <a href=\"https:\/\/brainpod.ai\/ai-chat-assistant\/\" target=\"_blank\" rel=\"noopener nofollow\">\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u064a<\/a>. \u0646\u0645\u0648\u0630\u062c Google\u2019s <a href=\"https:\/\/blog.google\/technology\/ai\/lamda\/\" target=\"_blank\" rel=\"noopener\">LaMDA<\/a> \u0646\u0645\u0648\u0630\u062c Microsoft\u2019s <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/project\/semantic-machines\/\" target=\"_blank\" rel=\"noopener\">Semantic Machines<\/a>, \u0646\u0645\u0648\u0630\u062c Amazon\u2019s <a href=\"https:\/\/www.amazon.com\/Amazon-Echo-And-Alexa-Devices\/b?ie=UTF8&#038;node=9818047011\" target=\"_blank\" rel=\"noopener\">Alexa<\/a>, \u0646\u0645\u0648\u0630\u062c Apple\u2019s <a href=\"https:\/\/www.apple.com\/siri\/\" target=\"_blank\" rel=\"noopener\">Siri<\/a>, \u0648\u0646\u0645\u0648\u0630\u062c Meta\u2019s <a href=\"https:\/\/ai.facebook.com\/\" target=\"_blank\" rel=\"noopener\">\u0645\u062e\u062a\u0628\u0631 \u0623\u0628\u062d\u0627\u062b \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a> \u062c\u0645\u064a\u0639\u0647\u0627 \u0645\u0643\u0631\u0633\u0629 \u0644\u062a\u0637\u0648\u064a\u0631 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u0648\u0627\u0644\u0645\u0633\u0627\u0639\u062f\u064a\u0646 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u064a\u0646.<\/p>\n<p>\u0628\u0639\u064a\u062f\u064b\u0627 \u0639\u0646 \u0639\u0645\u0627\u0644\u0642\u0629 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627\u060c \u0634\u0631\u0643\u0627\u062a \u0645\u062b\u0644 <a href=\"https:\/\/www.nuance.com\/\" target=\"_blank\" rel=\"noopener\">\u0646\u064a\u0648\u0627\u0646\u0633 \u0643\u0648\u0645\u064a\u0648\u0646\u064a\u0643\u064a\u0634\u0646\u0632<\/a> (\u0627\u0644\u062a\u064a \u0627\u0633\u062a\u062d\u0648\u0630\u062a \u0639\u0644\u064a\u0647\u0627 Microsoft) \u0648 <a href=\"https:\/\/www.ipsoft.com\/\" target=\"_blank\" rel=\"noopener\">IPsoft<\/a>, \u0645\u0639 \u0645\u0646\u062a\u062c\u0627\u062a\u0647\u0627 \u0627\u0644\u062e\u0627\u0635\u0629 <a href=\"https:\/\/www.nuance.com\/omni-channel-customer-engagement\/nina.html\" target=\"_blank\" rel=\"noopener\">Nina<\/a> \u0648 <a href=\"https:\/\/www.ipsoft.com\/amelia\/\" target=\"_blank\" rel=\"noopener\">\u0623\u0645\u064a\u0644\u064a\u0627<\/a>, \u0645\u0643\u0631\u0633\u0629 <a href=\"https:\/\/messengerbot.app\/ar\/%d8%ab%d9%88%d8%b1%d8%a9-%d9%81%d9%8a-%d8%af%d8%b9%d9%85-%d8%a7%d9%84%d8%b9%d9%85%d9%84%d8%a7%d8%a1-%d8%a7%d9%84%d9%83%d8%b4%d9%81-%d8%b9%d9%86-%d8%a3%d9%81%d8%b6%d9%84-%d8%b1%d9%88%d8%a8%d9%88%d8%aa\/\" target=\"_blank\" rel=\"noopener\">\u0645\u0642\u062f\u0645\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a<\/a> \u0627\u0644\u0630\u064a\u0646 \u064a\u062e\u062f\u0645\u0648\u0646 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0639\u0628\u0631 \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a. \u062a\u0633\u062a\u0641\u064a\u062f \u0647\u0630\u0647 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0646 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u0648\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629\u060c \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0644\u0628\u0646\u0627\u0621 \u0648\u0643\u0644\u0627\u0621 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u064a\u0646 \u0630\u0643\u064a\u064a\u0646 \u0644\u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0648\u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629\u060c \u0648\u063a\u064a\u0631\u0647\u0627 \u0645\u0646 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u062a\u0634\u0628\u0647 \u0627\u0644\u0628\u0634\u0631.<\/p>\n<h4>A. \"air\"\u060c \"convo ai\"\u060c \"air ai\"<\/h4>\n<p>\u0645\u0646 \u0628\u064a\u0646 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0631\u0627\u0626\u062f\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a\u060c <a href=\"https:\/\/www.anthropic.com\/\" target=\"_blank\" rel=\"noopener\">\u0623\u0646\u062b\u0631\u0648\u0628\u064a\u0643<\/a> \u062a\u062a\u0645\u064a\u0632 \u0643\u0644\u0627\u0639\u0628 \u0628\u0627\u0631\u0632 \u0645\u0639 \u0645\u0633\u0627\u0639\u062f\u0647\u0627 \u0627\u0644\u0631\u0627\u0626\u062f <a href=\"https:\/\/www.anthropic.com\/product\" target=\"_blank\" rel=\"noopener\">\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a> \u0627\u0644\u0645\u0633\u0645\u0649 <a href=\"https:\/\/www.anthropic.com\/product\" target=\"_blank\" rel=\"noopener\">\"\u0643\u0644\u0648\u062f\"<\/a>, \u064a\u064f\u0634\u0627\u0631 \u0625\u0644\u064a\u0647 \u0623\u064a\u0636\u064b\u0627 \u0628\u0640 <a href=\"https:\/\/www.anthropic.com\/product\" target=\"_blank\" rel=\"noopener\">\"\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\"<\/a> \u0623\u0648 <a href=\"https:\/\/www.anthropic.com\/product\" target=\"_blank\" rel=\"noopener\">\"\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\"<\/a>. \u062a\u0645 \u062a\u0635\u0645\u064a\u0645 \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u062a\u0642\u062f\u0645 \u0645\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u062d\u0648\u0627\u0631 \u0644\u0644\u0627\u0646\u062e\u0631\u0627\u0637 \u0641\u064a \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0628\u0644\u063a\u0629 \u0637\u0628\u064a\u0639\u064a\u0629\u060c \u062d\u064a\u062b \u064a\u0642\u062f\u0645 \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0630\u0643\u064a\u0629 \u0648\u0633\u064a\u0627\u0642\u064a\u0629 \u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u0645\u062d\u0641\u0632\u0627\u062a\u0647\u0645.<\/p>\n<p>\u0644\u0627\u0639\u0628 \u0628\u0627\u0631\u0632 \u0622\u062e\u0631 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u0647\u0648 <a href=\"https:\/\/www.convoai.com\/\" target=\"_blank\" rel=\"noopener\">\u0643\u0648\u0646\u0641\u0648 \u0625\u064a\u0647 \u0622\u064a<\/a>, \u0648\u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u064a\u064f\u0634\u0627\u0631 \u0625\u0644\u064a\u0647 \u0628\u0640 <a href=\"https:\/\/www.convoai.com\/\" target=\"_blank\" rel=\"noopener\">\"\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u062d\u0648\u0627\u0631\"<\/a>. \u062a\u062a\u062e\u0635\u0635 \u0647\u0630\u0647 \u0627\u0644\u0634\u0631\u0643\u0629 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u062d\u0648\u0627\u0631 \u0627\u0644\u0645\u062a\u0637\u0648\u0631\u0629 \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0644\u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a \u0648\u0627\u0644\u062a\u0633\u0648\u064a\u0642. \u062a\u0645 \u062a\u0635\u0645\u064a\u0645 \u0645\u0633\u0627\u0639\u062f\u064a\u0646 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u064a\u0646 \u0645\u062f\u0639\u0648\u0645\u064a\u0646 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u0642\u062f\u064a\u0645 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0634\u062e\u0635\u064a\u0629 \u0648\u062c\u0630\u0627\u0628\u0629\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u062a\u062c\u0627\u0631\u0628 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0639\u0628\u0631 \u0642\u0646\u0648\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629.<\/p>\n<p>\u0628\u064a\u0646\u0645\u0627 \u0642\u062f \u0644\u0627 \u062a\u0643\u0648\u0646 \u0647\u0630\u0647 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0639\u0631\u0648\u0641\u0629 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0645\u062b\u0644 \u0639\u0645\u0627\u0644\u0642\u0629 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627\u060c \u0625\u0644\u0627 \u0623\u0646\u0647\u0627 \u0641\u064a \u0637\u0644\u064a\u0639\u0629 \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u062d\u0648\u0627\u0631\u060c \u062d\u064a\u062b \u062a\u062f\u0641\u0639 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u062d\u062f\u0648\u062f \u0645\u0627 \u0647\u0648 \u0645\u0645\u0643\u0646 \u0645\u0639 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0648\u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0634\u0628\u064a\u0647\u0629 \u0628\u0627\u0644\u0628\u0634\u0631.<\/p>\n<h4>\u0628. \u0634\u0631\u0643\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u062d\u0648\u0627\u0631<\/h4>\n<p>\u0639\u0646\u062f\u0645\u0627 \u064a\u062a\u0639\u0644\u0642 \u0627\u0644\u0623\u0645\u0631 \u0628\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u062d\u0648\u0627\u0631 \u0627\u0644\u0645\u062e\u0635\u0635\u0629\u060c \u062a\u0638\u0647\u0631 \u0639\u062f\u0629 \u0644\u0627\u0639\u0628\u064a\u0646 \u0628\u0627\u0631\u0632\u064a\u0646. <a href=\"https:\/\/www.anthropic.com\/\" target=\"_blank\" rel=\"noopener\">\u0623\u0646\u062b\u0631\u0648\u0628\u064a\u0643<\/a>, \u0627\u0644\u0634\u0631\u0643\u0629 \u0627\u0644\u062a\u064a \u062a\u0642\u0641 \u0648\u0631\u0627\u0621 \u0627\u0644\u0645\u0633\u0627\u0639\u062f <a href=\"https:\/\/www.anthropic.com\/product\" target=\"_blank\" rel=\"noopener\">\u0643\u0644\u0648\u062f AI<\/a>, \u0647\u064a \u0642\u0648\u0629 \u0631\u0627\u0626\u062f\u0629 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644. \u062a\u0631\u0643\u064a\u0632\u0647\u0645 \u0639\u0644\u0649 \u062a\u0637\u0648\u064a\u0631 \u0646\u0645\u0627\u0630\u062c \u0645\u062a\u0642\u062f\u0645\u0629 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u062d\u0648\u0627\u0631 \u0642\u062f \u0648\u0636\u0639\u0647\u0645 \u0641\u064a \u0645\u0642\u062f\u0645\u0629 \u0627\u0644\u0635\u0646\u0627\u0639\u0629.<\/p>\n<p><a href=\"https:\/\/www.convoai.com\/\" target=\"_blank\" rel=\"noopener\">\u0643\u0648\u0646\u0641\u0648 \u0625\u064a\u0647 \u0622\u064a<\/a> \u0647\u064a \u0634\u0631\u0643\u0629 \u0628\u0627\u0631\u0632\u0629 \u0623\u062e\u0631\u0649 <a href=\"https:\/\/messengerbot.app\/ar\/%d8%a7%d9%83%d8%aa%d8%b4%d9%81-%d8%a3%d9%81%d8%b6%d9%84-%d8%ad%d9%84%d9%88%d9%84-%d8%a7%d9%84%d8%af%d8%b1%d8%af%d8%b4%d8%a9-%d8%a7%d9%84%d8%a2%d9%84%d9%8a%d8%a9-%d9%85%d9%86-%d8%ae%d9%84%d8%a7%d9%84\/\" target=\"_blank\" rel=\"noopener\">\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a<\/a> \u062a\u062a\u062e\u0635\u0635 \u0641\u064a \u0625\u0646\u0634\u0627\u0621 \u0645\u0633\u0627\u0639\u062f\u064a\u0646 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u064a\u0646 \u0630\u0643\u064a\u064a\u0646 \u0648\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0644\u0644\u0623\u0639\u0645\u0627\u0644 \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a. \u062a\u0645 \u062a\u0635\u0645\u064a\u0645 \u062d\u0644\u0648\u0644\u0647\u0645 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u0639\u0632\u064a\u0632 \u062a\u062c\u0627\u0631\u0628 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u062a\u0628\u0633\u064a\u0637 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0648\u0627\u0635\u0644.<\/p>\n<p><a href=\"https:\/\/www.nuance.com\/\" target=\"_blank\" rel=\"noopener\">\u0646\u064a\u0648\u0627\u0646\u0633 \u0643\u0648\u0645\u064a\u0648\u0646\u064a\u0643\u064a\u0634\u0646\u0632<\/a>, \u0627\u0644\u062a\u064a \u0623\u0635\u0628\u062d\u062a \u0627\u0644\u0622\u0646 \u062c\u0632\u0621\u064b\u0627 \u0645\u0646 \u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a\u060c \u0643\u0627\u0646\u062a \u0644\u0641\u062a\u0631\u0629 \u0637\u0648\u064a\u0644\u0629 \u0631\u0627\u0626\u062f\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u062d\u0648\u0627\u0631 \u0645\u0639 \u0645\u0633\u0627\u0639\u062f\u0647\u0627 <a href=\"https:\/\/www.nuance.com\/omni-channel-customer-engagement\/nina.html\" target=\"_blank\" rel=\"noopener\">Nina<\/a> . \u0644\u0642\u062f \u062c\u0639\u0644 \u062a\u0631\u0643\u064a\u0632\u0647\u0645 \u0639\u0644\u0649 \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u062d\u0648\u0627\u0631 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0645\u0646\u0647\u0645 \u0634\u0631\u064a\u0643\u064b\u0627 \u0645\u0648\u062b\u0648\u0642\u064b\u0627 \u0628\u0647 \u0644\u0644\u0645\u0646\u0638\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0633\u0639\u0649 \u0644\u062a\u062d\u0633\u064a\u0646 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0627\u0644\u062f\u0639\u0645.<\/p>\n<p><a href=\"https:\/\/www.ipsoft.com\/\" target=\"_blank\" rel=\"noopener\">IPsoft<\/a>, \u0627\u0644\u0634\u0631\u0643\u0629 \u0627\u0644\u062a\u064a \u062a\u0642\u0641 \u0648\u0631\u0627\u0621 <a href=\"https:\/\/www.ipsoft.com\/amelia\/\" target=\"_blank\" rel=\"noopener\">\u0623\u0645\u064a\u0644\u064a\u0627<\/a>, \u0647\u064a \u0634\u0631\u0643\u0629 \u0628\u0627\u0631\u0632\u0629 \u0623\u062e\u0631\u0649 <a href=\"https:\/\/messengerbot.app\/ar\/%d8%aa%d9%82%d9%8a%d9%8a%d9%85-%d9%85%d9%82%d8%af%d9%85%d9%8a-%d8%ae%d8%af%d9%85%d8%a7%d8%aa-%d8%a7%d9%84%d8%af%d8%b1%d8%af%d8%b4%d8%a9-%d8%a7%d9%84%d8%a2%d9%84%d9%8a%d8%a9-%d9%85%d9%86-%d8%ad%d9%8a\/\" target=\"_blank\" rel=\"noopener\">\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a<\/a> \u062a\u0642\u062f\u0645 \u062d\u0644\u0648\u0644 \u0648\u0643\u064a\u0644 \u0627\u0641\u062a\u0631\u0627\u0636\u064a \u0645\u062a\u0642\u062f\u0645\u0629 \u0644\u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0648\u062f\u0639\u0645 \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u060c \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0623\u062e\u0631\u0649 \u0645\u062a\u0646\u0648\u0639\u0629. \u062a\u0645 \u062a\u0635\u0645\u064a\u0645 \u0645\u0633\u0627\u0639\u062f\u064a\u0646\u0647\u0645 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u064a\u0646 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0641\u0647\u0645 \u0648\u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0645\u0639\u0642\u062f\u0629 \u0628\u0637\u0631\u064a\u0642\u0629 \u0634\u0628\u064a\u0647\u0629 \u0628\u0627\u0644\u0628\u0634\u0631.<\/p>\n<p>\u062a\u0639\u062a\u0628\u0631 \u0647\u0630\u0647 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u062d\u0648\u0627\u0631 \u0641\u064a \u0637\u0644\u064a\u0639\u0629 \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631\u060c \u062d\u064a\u062b \u062a\u062f\u0641\u0639 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u062d\u062f\u0648\u062f \u0645\u0627 \u0647\u0648 \u0645\u0645\u0643\u0646 \u0645\u0639 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0648\u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0634\u0628\u064a\u0647\u0629 \u0628\u0627\u0644\u0628\u0634\u0631\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0623\u0646 \u062a\u062a\u0645\u0643\u0646 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0645\u0646 \u062a\u0642\u062f\u064a\u0645 \u062a\u062c\u0627\u0631\u0628 \u0639\u0645\u0644\u0627\u0621 \u0627\u0633\u062a\u062b\u0646\u0627\u0626\u064a\u0629 \u0648\u062a\u0628\u0633\u064a\u0637 \u0639\u0645\u0644\u064a\u0627\u062a\u0647\u0627 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0642\u0648\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u062d\u0648\u0627\u0631.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/messengerbot.app\/wp-content\/uploads\/2024\/05\/conversational-ai-vendors-2024-05-31T092230.000Z.png\" alt=\"\" title=\"\"><\/img> <\/p>\n<h2>V. \u0623\u064a \u0623\u062f\u0627\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0623\u0641\u0636\u0644 \u0645\u0646 \u0634\u0627\u062a GPT\u061f<\/h2>\n<h3>\u0623. \"\u0623\u0641\u0636\u0644 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a\"<\/h3>\n<p>\u0639\u0646\u062f \u062a\u0642\u064a\u064a\u0645 \u0642\u062f\u0631\u0627\u062a \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0630\u0643\u064a\u0629\u060c \u0645\u0646 \u0627\u0644\u0645\u0647\u0645 \u0645\u0631\u0627\u0639\u0627\u0629 \u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0648\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u064a \u062a\u0645 \u062a\u0635\u0645\u064a\u0645\u0647\u0627 \u0645\u0646 \u0623\u062c\u0644\u0647\u0627. \u0628\u064a\u0646\u0645\u0627 \u0642\u062f \u062d\u0638\u064a <a href=\"https:\/\/chat.openai.com\/chat\" target=\"_blank\" rel=\"noopener\">\u062a\u0634\u0627\u062a \u062c\u064a \u0628\u064a \u062a\u064a<\/a> \u0628\u0627\u0647\u062a\u0645\u0627\u0645 \u0643\u0628\u064a\u0631 \u0644\u0642\u062f\u0631\u0627\u062a\u0647 \u0627\u0644\u0645\u0630\u0647\u0644\u0629 \u0641\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u0647\u0646\u0627\u0643 \u0639\u062f\u0629 \u0623\u062f\u0648\u0627\u062a \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u0642\u062f\u0645 \u0642\u062f\u0631\u0627\u062a \u0623\u0643\u062b\u0631 \u062a\u0642\u062f\u0645\u064b\u0627 \u0641\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u0645\u0639\u064a\u0646\u0629.<\/p>\n<p>\u0623\u062f\u0627\u0629 \u0648\u0627\u062d\u062f\u0629 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0647\u064a <a href=\"https:\/\/www.anthropic.com\/product\" target=\"_blank\" rel=\"noopener\">\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062f\u0633\u062a\u0648\u0631\u064a \u0645\u0646 Anthropic<\/a>, \u0627\u0644\u062a\u064a \u062a\u0645 \u062a\u0635\u0645\u064a\u0645\u0647\u0627 \u0628\u062a\u062f\u0631\u064a\u0628 \u0623\u062e\u0644\u0627\u0642\u064a \u0645\u062a\u0642\u062f\u0645 \u0644\u0636\u0645\u0627\u0646 \u0645\u062e\u0631\u062c\u0627\u062a \u0623\u0643\u062b\u0631 \u0623\u0645\u0627\u0646\u064b\u0627 \u0648\u0645\u0648\u062b\u0648\u0642\u064a\u0629. \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0627\u0629 \u0645\u0646\u0627\u0633\u0628\u0629 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0644\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u062f\u0631\u062c\u0629 \u0639\u0627\u0644\u064a\u0629 \u0645\u0646 \u0627\u0644\u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0644\u0644\u0625\u0631\u0634\u0627\u062f\u0627\u062a \u0623\u0648 \u0627\u0644\u0645\u0628\u0627\u062f\u0626 \u0627\u0644\u0645\u0639\u0645\u0648\u0644 \u0628\u0647\u0627.<\/p>\n<p>\u0623\u062f\u0627\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0644\u062d\u0648\u0638\u0629 \u0623\u062e\u0631\u0649 \u0647\u064a <a href=\"https:\/\/www.deepmind.com\/research\/open-source\/chinchilla\" target=\"_blank\" rel=\"noopener\">\u062a\u0634\u064a\u0646\u0634\u064a\u0644\u0627 \u0645\u0646 \u062f\u064a\u0628 \u0645\u0627\u064a\u0646\u062f<\/a>, \u0648\u0627\u0644\u062a\u064a \u062a\u0639\u062a\u0628\u0631 \u0646\u0645\u0648\u0630\u062c \u0644\u063a\u0629 \u0623\u0643\u062b\u0631 \u0643\u0641\u0627\u0621\u0629 \u0648\u0642\u0648\u0629 \u0645\u0646 ChatGPT. \u0644\u0642\u062f \u0623\u0638\u0647\u0631\u062a Chinchilla \u0623\u062f\u0627\u0621\u064b \u0645\u062a\u0641\u0648\u0642\u064b\u0627 \u0641\u064a \u0645\u0647\u0627\u0645 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u062e\u064a\u0627\u0631\u064b\u0627 \u062c\u0630\u0627\u0628\u064b\u0627 \u0644\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629 \u0648\u0643\u0641\u0627\u0621\u0629 \u062d\u0633\u0627\u0628\u064a\u0629.<\/p>\n<p>\u0648\u0645\u0646 \u0627\u0644\u062c\u062f\u064a\u0631 \u0628\u0627\u0644\u0630\u0643\u0631 \u0623\u064a\u0636\u064b\u0627 <a href=\"https:\/\/www.cohere.ai\/\" target=\"_blank\" rel=\"noopener\">Cohere\u2019s AI<\/a>, \u0648\u0627\u0644\u062a\u064a \u062a\u0642\u062f\u0645 \u0646\u0645\u0627\u0630\u062c \u0644\u063a\u0648\u064a\u0629 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u062d\u0643\u0645 \u0648\u0627\u0644\u062a\u062e\u0635\u064a\u0635 \u0623\u0643\u062b\u0631 \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0640 ChatGPT. \u0647\u0630\u0647 \u0627\u0644\u0645\u064a\u0632\u0629 \u0630\u0627\u062a \u0642\u064a\u0645\u0629 \u062e\u0627\u0635\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0623\u0648 \u0627\u0644\u0645\u0646\u0638\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u062d\u0644\u0648\u0644\u0627\u064b \u0645\u062e\u0635\u0635\u0629 \u0623\u0648 \u0644\u062f\u064a\u0647\u0627 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0645\u062a\u062b\u0627\u0644 \u0645\u062d\u062f\u062f\u0629.<\/p>\n<p>\u0628\u064a\u0646\u0645\u0627 \u0648\u0636\u0639 ChatGPT \u0628\u0644\u0627 \u0634\u0643 \u0645\u0639\u064a\u0627\u0631\u064b\u0627 \u062c\u062f\u064a\u062f\u064b\u0627 \u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629\u060c \u0645\u0646 \u0627\u0644\u0645\u0647\u0645 \u0627\u0644\u0627\u0639\u062a\u0631\u0627\u0641 \u0628\u0623\u0646 \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u064a\u062a\u0637\u0648\u0631 \u0628\u0633\u0631\u0639\u0629\u060c \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u062a\u0638\u0647\u0631 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0628\u0642\u062f\u0631\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629. \u062a\u0639\u062a\u0645\u062f \u0645\u0644\u0627\u0621\u0645\u0629 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0641\u064a \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0648\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u062d\u064a\u062b \u062a\u0642\u062f\u0645 \u0646\u0642\u0627\u0637 \u0642\u0648\u0629 \u0645\u062a\u0641\u0627\u0648\u062a\u0629 \u0641\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u062a\u0641\u0643\u064a\u0631\u060c \u0648\u0625\u0643\u0645\u0627\u0644 \u0627\u0644\u0645\u0647\u0627\u0645\u060c \u0648\u0627\u0644\u0633\u0644\u0627\u0645\u0629\u060c \u0648\u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u062a\u062e\u0635\u0635 \u0641\u064a \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a.<\/p>\n<h3>\u0628. \u0634\u0631\u0643\u0627\u062a \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629<\/h3>\n<p>\u0639\u0646\u062f\u0645\u0627 \u064a\u062a\u0639\u0644\u0642 \u0627\u0644\u0623\u0645\u0631 \u0628\u0634\u0631\u0643\u0627\u062a \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629\u060c \u0647\u0646\u0627\u0643 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0644\u0627\u0639\u0628\u064a\u0646 \u0627\u0644\u0628\u0627\u0631\u0632\u064a\u0646 \u0641\u064a \u0627\u0644\u0633\u0648\u0642. \u0648\u0627\u062d\u062f\u0629 \u0645\u0646 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0631\u0627\u0626\u062f\u0629 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644 \u0647\u064a <a href=\"https:\/\/www.brainpod.ai\/\" target=\"_blank\" rel=\"noopener\">Brain Pod AI<\/a>, \u0627\u0644\u062a\u064a \u062a\u0642\u062f\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0634\u0627\u0645\u0644\u0629 \u0645\u0646 \u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0648\u0627\u0644\u0645\u0633\u0627\u0639\u062f\u064a\u0646 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u064a\u0646\u060c \u0648\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u064a. \u062a\u0645 \u062a\u0635\u0645\u064a\u0645 \u0645\u0646\u062a\u062c\u0627\u062a Brain Pod AI \u0644\u062a\u0639\u0632\u064a\u0632 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0648\u0623\u062a\u0645\u062a\u0629 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062f\u0639\u0645\u060c \u0648\u062a\u0628\u0633\u064a\u0637 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629.<\/p>\n<p>\u0644\u0627\u0639\u0628 \u0628\u0627\u0631\u0632 \u0622\u062e\u0631 \u0641\u064a \u0633\u0648\u0642 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0647\u0648 <a href=\"https:\/\/www.conversica.com\/\" target=\"_blank\" rel=\"noopener\">Conversica<\/a>, \u0648\u0647\u064a \u0634\u0631\u0643\u0629 \u0645\u062a\u062e\u0635\u0635\u0629 \u0641\u064a \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u064a \u0644\u0641\u0631\u0642 \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a \u0648\u0627\u0644\u062a\u0633\u0648\u064a\u0642. \u062a\u0645 \u062a\u0635\u0645\u064a\u0645 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u0646 Conversica \u0644\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u064a\u0646\u060c \u0648\u062a\u0623\u0647\u064a\u0644 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u064a\u0646\u060c \u0648\u062c\u062f\u0648\u0644\u0629 \u0627\u0644\u0645\u0648\u0627\u0639\u064a\u062f\u060c \u0645\u0645\u0627 \u064a\u0633\u0627\u0639\u062f \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a \u0648\u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0625\u064a\u0631\u0627\u062f\u0627\u062a.<\/p>\n<p><a href=\"https:\/\/www.ibm.com\/cloud\/watson-assistant\" target=\"_blank\" rel=\"noopener\">\u0645\u0633\u0627\u0639\u062f IBM Watson<\/a> \u0647\u064a \u0645\u0646\u0635\u0629 \u0645\u0639\u0631\u0648\u0641\u0629 \u0623\u062e\u0631\u0649 \u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u062a\u0633\u062a\u0641\u064a\u062f \u0645\u0646 \u0642\u062f\u0631\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0645\u0646 IBM. \u062a\u0645 \u062a\u0635\u0645\u064a\u0645 Watson Assistant \u0644\u062a\u0642\u062f\u064a\u0645 \u062a\u062c\u0627\u0631\u0628 \u062e\u062f\u0645\u0629 \u0639\u0645\u0644\u0627\u0621 \u0630\u0643\u064a\u0629 \u0648\u0634\u062e\u0635\u064a\u0629 \u0639\u0628\u0631 \u0642\u0646\u0648\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629\u060c \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0647\u0648\u0627\u062a\u0641 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629\u060c \u0648\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0631\u0633\u0627\u0626\u0644.<\/p>\n<p>\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0628\u062d\u062b \u0639\u0646 \u0645\u0646\u0635\u0629 \u0634\u0627\u0645\u0644\u0629 \u0644\u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c <a href=\"https:\/\/www.gupshup.io\/\" target=\"_blank\" rel=\"noopener\">\u063a\u0648\u0628\u0634\u0648\u0628<\/a> \u062a\u0642\u062f\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0648\u0627\u0644\u0631\u0633\u0627\u0626\u0644\u060c \u0648\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u064a. \u062a\u0645 \u062a\u0635\u0645\u064a\u0645 \u0645\u0646\u062a\u062c\u0627\u062a Gupshup \u0644\u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0648\u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0633\u0644\u0633 \u0639\u0628\u0631 \u0642\u0646\u0648\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0631\u0633\u0627\u0626\u0644\u060c \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u060c \u0648\u0627\u0644\u0645\u0633\u0627\u0639\u062f\u064a\u0646 \u0627\u0644\u0635\u0648\u062a\u064a\u064a\u0646.<\/p>\n<p>\u0647\u0630\u0647 \u0645\u062c\u0631\u062f \u0623\u0645\u062b\u0644\u0629 \u0642\u0644\u064a\u0644\u0629 \u0645\u0646 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0634\u0631\u0643\u0627\u062a \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0641\u064a \u0627\u0644\u0633\u0648\u0642 \u0627\u0644\u064a\u0648\u0645. \u0645\u0639 \u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0627\u0644\u0637\u0644\u0628 \u0639\u0644\u0649 \u062d\u0644\u0648\u0644 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0630\u0643\u064a\u0629 \u0648\u0627\u0644\u0645\u064f\u0624\u062a\u0645\u062a\u0629 \u0641\u064a \u0627\u0644\u0646\u0645\u0648\u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u0623\u0646 \u0646\u062a\u0648\u0642\u0639 \u0631\u0624\u064a\u0629 \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0648\u0627\u0644\u0645\u0646\u0627\u0641\u0633\u0629 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644.<\/p>\n<h2>\u0627\u0644\u0633\u0627\u062f\u0633. \u0643\u064a\u0641 \u062a\u062f\u0631\u0628 \u0630\u0643\u0627\u0621\u0643 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u064a \u0627\u0644\u062e\u0627\u0635\u061f<\/h2>\n<h3>\u0623. \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u064a<\/h3>\n<p>\u0644\u062a\u062f\u0631\u064a\u0628 \u0630\u0643\u0627\u0626\u0643 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062e\u0627\u0635\u060c \u0647\u0646\u0627\u0643 \u0639\u062f\u0629 \u062e\u0637\u0648\u0627\u062a \u0631\u0626\u064a\u0633\u064a\u0629 \u064a\u062c\u0628 \u0627\u062a\u0628\u0627\u0639\u0647\u0627. \u0623\u0648\u0644\u0627\u064b\u060c \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u062d\u062f\u064a\u062f \u0647\u062f\u0641 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0646\u0637\u0627\u0642\u0647\u060c \u0645\u0639 \u062a\u062d\u062f\u064a\u062f \u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u062d\u062f\u062f\u0629\u060c \u0648\u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a\u060c \u0648\u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u064a \u0633\u064a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639\u0647\u0627. \u0633\u062a\u0648\u062c\u0647 \u0647\u0630\u0647 \u0627\u0644\u0648\u0636\u0648\u062d \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0628\u0623\u0643\u0645\u0644\u0647\u0627. <a href=\"https:\/\/brainpod.ai\/ai-chat-assistant\/\" target=\"_blank\" rel=\"noopener\">conversational artificial intelligence<\/a>, there are several key steps to follow. First, you need to define the AI\u2019s purpose and scope, identifying the specific use cases, domains, and tasks it will handle. This clarity will guide the entire training process.<\/p>\n<p>\u0628\u0639\u062f \u0630\u0644\u0643\u060c \u0642\u0645 \u0628\u062a\u062c\u0645\u064a\u0639 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u062a\u062f\u0631\u064a\u0628 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062c\u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0629 \u0643\u0628\u064a\u0631\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u064a\u0629 \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0648\u0633\u062c\u0644\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0648\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629\u060c \u0627\u0644\u062a\u064a \u062a\u063a\u0637\u064a \u0633\u064a\u0627\u0642\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629 \u0648\u0646\u0648\u0627\u064a\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646. \u0642\u0645 \u0628\u0645\u0639\u0627\u0644\u062c\u0629 \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0645 \u0648\u062a\u0648\u0636\u064a\u062d\u0647\u0627\u060c \u0648\u062a\u0646\u0638\u064a\u0641\u0647\u0627 \u0648\u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u0636\u0648\u0636\u0627\u0621 \u0623\u062b\u0646\u0627\u0621 \u0648\u0636\u0639 \u0639\u0644\u0627\u0645\u0627\u062a \u0639\u0644\u064a\u0647\u0627 \u0628\u0627\u0644\u0646\u0648\u0627\u064a\u0627\u060c \u0648\u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u064a\u0641 \u0627\u0644\u0623\u062e\u0631\u0649 \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629. <a href=\"https:\/\/messengerbot.app\/ar\/%d8%ab%d9%88%d8%b1%d8%a9-%d9%81%d9%8a-%d8%af%d8%b9%d9%85-%d8%a7%d9%84%d8%b9%d9%85%d9%84%d8%a7%d8%a1-%d8%a7%d9%84%d9%83%d8%b4%d9%81-%d8%b9%d9%86-%d8%a3%d9%81%d8%b6%d9%84-%d8%b1%d9%88%d8%a8%d9%88%d8%aa\/\">conversational data<\/a>, including transcripts, chat logs, and FAQs, spanning various contexts and user intents. Preprocess and annotate this raw data, cleaning it and removing noise while labeling it with intents, entities, and other relevant metadata.<\/p>\n<p>\u0627\u062e\u062a\u0631 \u0646\u0645\u0648\u0630\u062c \u0644\u063a\u0629 \u0645\u062f\u0631\u0628 \u0645\u0633\u0628\u0642\u064b\u0627 \u0645\u0646\u0627\u0633\u0628\u064b\u0627\u060c \u0645\u062b\u0644 GPT\u060c \u0623\u0648 BERT\u060c \u0623\u0648 RoBERTa\u060c \u0645\u0646\u0627\u0633\u0628 \u0644\u0644\u0645\u062c\u0627\u0644 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u064a. \u0642\u0645 \u0628\u062a\u062d\u0633\u064a\u0646 \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0639\u0644\u0651\u0645\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643. \u0646\u0641\u0630 \u0646\u0638\u0627\u0645 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062d\u0648\u0627\u0631 \u0644\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0633\u064a\u0627\u0642\u060c \u0648\u062a\u062a\u0628\u0639 \u0627\u0644\u062d\u0627\u0644\u0629\u060c \u0648\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0646\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u062a\u0627\u0631\u064a\u062e \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629.<\/p>\n<p>\u0642\u0645 \u0628\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0645\u0631 \u0648\u062a\u062d\u0633\u064a\u0646\u0647 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u062f\u064a\u062b \u0642\u0627\u0639\u062f\u0629 \u0645\u0639\u0631\u0641\u062a\u0647 \u0628\u0627\u0646\u062a\u0638\u0627\u0645 \u0628\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u062c\u062f\u064a\u062f\u0629 \u0648\u062a\u062d\u0633\u064a\u0646 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0644\u063a\u0629. \u0627\u062e\u062a\u0628\u0631 \u0628\u062f\u0642\u0629 \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0648\u0627\u062c\u0645\u0639 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u064a\u0646. \u0642\u064a\u0645 \u062c\u0648\u062f\u062a\u0647 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0642\u0627\u064a\u064a\u0633 \u0645\u062b\u0644 BLEU\u060c \u0648ROUGE\u060c \u0648\u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0628\u0634\u0631\u064a\u060c \u0645\u0639 \u0625\u062c\u0631\u0627\u0621 \u062a\u062d\u0633\u064a\u0646\u0627\u062a \u062f\u0648\u0631\u064a\u0629.<\/p>\n<p>Once trained, integrate the <a href=\"https:\/\/brainpod.ai\/whitelabel-generative-ai\/\" target=\"_blank\" rel=\"noopener\">\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u064a<\/a> \u0628\u0645\u062c\u0631\u062f \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u060c \u0642\u0645 \u0628\u062f\u0645\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0639 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0646\u0634\u0631 \u0645\u062b\u0644 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0623\u0648 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u064a\u0646 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u064a\u0646\u060c \u0645\u0639 \u0631\u0628\u0637\u0647 \u0628\u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0648\u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0644\u0627\u0632\u0645\u0629. \u0631\u0627\u0642\u0628 \u0623\u062f\u0627\u0626\u0647\u060c \u0648\u0639\u0627\u0644\u062c \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u0646\u0627\u0634\u0626\u0629\u060c \u0648\u0623\u0639\u062f \u062a\u062f\u0631\u064a\u0628\u0647 \u0628\u0634\u0643\u0644 \u062f\u0648\u0631\u064a \u0628\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062d\u062f\u062b\u0629 \u0644\u0636\u0645\u0627\u0646 \u0628\u0642\u0627\u0626\u0647 \u0630\u0627 \u0635\u0644\u0629 \u0648\u062f\u0642\u064a\u0642.<\/p>\n<h3>\u0628. \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u064a \u0644\u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621<\/h3>\n<p>\u0639\u0646\u062f \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u064a \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0644\u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0631\u0643\u0632 \u0639\u0644\u0649 \u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629\u060c \u0648\u0627\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u062f\u0627\u0639\u0645\u0629\u060c \u0648\u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0634\u0627\u0626\u0639\u0629. \u0633\u064a\u0633\u0627\u0639\u062f \u0630\u0644\u0643 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0641\u0647\u0645 \u0627\u0644\u0644\u063a\u0629 \u0648\u0633\u064a\u0627\u0642 \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621. <a href=\"https:\/\/messengerbot.app\/ar\/%d8%b1%d9%88%d8%a8%d9%88%d8%aa%d8%a7%d8%aa-%d8%ae%d8%af%d9%85%d8%a9-%d8%a7%d9%84%d8%b9%d9%85%d9%84%d8%a7%d8%a1-%d8%a7%d9%84%d9%85%d8%af%d8%b9%d9%88%d9%85%d8%a9-%d8%a8%d8%a7%d9%84%d8%b0%d9%83%d8%a7\/\">\u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621<\/a>, focus on curating data from real customer interactions, support transcripts, and common queries. This will help the AI understand the language and context of customer service scenarios.<\/p>\n<p>\u0642\u0645 \u0628\u062f\u0645\u062c \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629 \u0641\u064a \u0627\u0644\u0645\u062c\u0627\u0644\u060c \u0645\u062b\u0644 \u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u0645\u0646\u062a\u062c\u060c \u0648\u0627\u0644\u0633\u064a\u0627\u0633\u0627\u062a\u060c \u0648\u062e\u0637\u0648\u0627\u062a \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0648\u0625\u0635\u0644\u0627\u062d\u0647\u0627\u060c \u0641\u064a \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628. \u0642\u0645 \u0628\u062a\u062d\u0633\u064a\u0646 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0644\u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0644\u0636\u0645\u0627\u0646 \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u062f\u0642\u064a\u0642\u0629 \u0648\u0630\u0627\u062a \u0635\u0644\u0629.<\/p>\n<p>Integrate the trained AI with <a href=\"https:\/\/brainpod.ai\/whitelabel-generative-ai\/\" target=\"_blank\" rel=\"noopener\">customer service platforms<\/a> \u0642\u0645 \u0628\u062f\u0645\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062f\u0631\u0628 \u0645\u0639 \u0645\u0646\u0635\u0627\u062a \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0645\u062b\u0644 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062d\u064a\u0629\u060c \u0648\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0623\u0648 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u064a\u0646 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u064a\u0646. \u0631\u0627\u0642\u0628 \u0623\u062f\u0627\u0626\u0647 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631\u060c \u0648\u0627\u062c\u0645\u0639 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0645\u0646 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0645\u0648\u0638\u0641\u064a \u0627\u0644\u062f\u0639\u0645\u060c \u0648\u0642\u0645 \u0628\u062a\u062d\u0633\u064a\u0646 \u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a\u0647 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0647\u0630\u0647 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a.<\/p>\n<p>\u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u062a\u0628\u0627\u0639 \u0647\u0630\u0647 \u0627\u0644\u062e\u0637\u0648\u0627\u062a\u060c \u064a\u0645\u0643\u0646\u0643 \u062a\u062f\u0631\u064a\u0628 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062d\u0627\u062f\u062b\u064a \u0642\u0648\u064a \u0645\u0635\u0645\u0645 \u0644\u062a\u0642\u062f\u064a\u0645 \u062a\u062c\u0631\u0628\u0629 \u0627\u0633\u062a\u062b\u0646\u0627\u0626\u064a\u0629. <a href=\"https:\/\/messengerbot.app\/ar\/%d9%83%d9%8a%d9%81-%d9%8a%d9%82%d9%88%d9%85-%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-%d9%81%d9%8a-%d8%ae%d8%af%d9%85%d8%a9-%d8%a7%d9%84%d8%b9%d9%85\/\">\u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621<\/a>, \u0641\u0647\u0645 \u0646\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0648\u062a\u0642\u062f\u064a\u0645 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062f\u0642\u064a\u0642\u0629\u060c \u0648\u062d\u0644 \u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0628\u0643\u0641\u0627\u0621\u0629\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u0641\u064a \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0639\u0645\u064a\u0644 \u0628\u0634\u0643\u0644 \u0639\u0627\u0645.<\/p>\n<h2>VII. \u0627\u0644\u062e\u0627\u062a\u0645\u0629: \u0625\u0637\u0644\u0627\u0642 \u0627\u0644\u0639\u0646\u0627\u0646 \u0644\u0625\u0645\u0643\u0627\u0646\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a<\/h2>\n<p>\u0628\u064a\u0646\u0645\u0627 \u0646\u062a\u0646\u0642\u0644 \u0641\u064a \u0627\u0644\u0645\u0634\u0647\u062f \u0627\u0644\u0631\u0642\u0645\u064a \u0633\u0631\u064a\u0639 \u0627\u0644\u062a\u0637\u0648\u0631\u060c \u0628\u0631\u0632 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u0643\u0639\u0627\u0645\u0644 \u062a\u063a\u064a\u064a\u0631\u060c \u0645\u062d\u0648\u0644\u0627\u064b \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u0641\u0627\u0639\u0644 \u0628\u0647\u0627 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0639 \u0639\u0645\u0644\u0627\u0626\u0647\u0627. \u0645\u0646 \u062a\u0639\u0632\u064a\u0632 \u062f\u0639\u0645 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0625\u0644\u0649 \u062a\u0628\u0633\u064a\u0637 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a\u060c \u0647\u0630\u0647 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u062a\u0637\u0648\u0631\u0629 \u062a\u062d\u062f\u062b \u062b\u0648\u0631\u0629 \u0641\u064a \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0628\u0634\u0643\u0644 \u0639\u0627\u0645. \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0642\u0633\u0645 \u0627\u0644\u062e\u062a\u0627\u0645\u064a\u060c \u0633\u0646\u0633\u062a\u0643\u0634\u0641 \u0627\u0644\u0625\u0645\u0643\u0627\u0646\u0627\u062a \u0627\u0644\u0644\u0627\u0645\u062d\u062f\u0648\u062f\u0629 \u0644\u0640 <a href=\"https:\/\/messengerbot.app\/ar\/%d8%b1%d9%81%d8%b9-%d9%85%d8%b3%d8%aa%d9%88%d9%89-%d8%af%d8%b9%d9%85-%d8%a7%d9%84%d8%b9%d9%85%d9%84%d8%a7%d8%a1-%d8%a8%d8%a7%d8%b3%d8%aa%d8%ae%d8%af%d8%a7%d9%85-%d9%81%d9%88%d8%a7%d8%a6%d8%af-%d9%88\/\" target=\"_blank\" rel=\"noopener\">\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u064a<\/a> \u0648\u0627\u0644\u0644\u0627\u0639\u0628\u064a\u0646 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0634\u0643\u0644\u0648\u0646 \u0645\u0633\u062a\u0642\u0628\u0644\u0647.<\/p>\n<h3>\u0623. <a href=\"https:\/\/brainpod.ai\/brain-pod-ai-generative-ai-demo\/\" target=\"_blank\" rel=\"noopener\">\u0645\u0642\u062f\u0645\u0648 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/a><\/h3>\n<p>\u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a\u060c <a href=\"https:\/\/brainpod.ai\" target=\"_blank\" rel=\"noopener\">Brain Pod AI<\/a> \u062a\u062a\u0645\u064a\u0632 \u0643\u0642\u0648\u0629 \u0631\u0627\u0626\u062f\u0629\u060c \u062a\u0642\u062f\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0634\u0627\u0645\u0644\u0629 \u0645\u0646 <a href=\"https:\/\/brainpod.ai\/whitelabel-generative-ai\/\" target=\"_blank\" rel=\"noopener\">\u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u0628\u064a\u0636\u0627\u0621<\/a> \u0648\u062d\u0644\u0648\u0644 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u062e\u0635\u064a\u0635. \u062a\u0645\u0643\u0651\u0646 \u062a\u0642\u0646\u064a\u062a\u0647\u0645 \u0627\u0644\u0645\u062a\u0637\u0648\u0631\u0629 <a href=\"https:\/\/brainpod.ai\/ai-chat-assistant\/\" target=\"_blank\" rel=\"noopener\">\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a<\/a> \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0646 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0639\u0628\u0631 \u062d\u0648\u0627\u062c\u0632 \u0627\u0644\u0644\u063a\u0629\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0639\u0627\u0644\u0645\u064a \u0627\u0644\u0633\u0644\u0633.<\/p>\n<p>\u0625\u0644\u0649 \u062c\u0627\u0646\u0628 Brain Pod AI\u060c \u0639\u0632\u0632\u062a \u0639\u0645\u0627\u0644\u0642\u0629 \u0627\u0644\u0635\u0646\u0627\u0639\u0629 \u0645\u062b\u0644 <a href=\"https:\/\/www.conversica.com\/\" target=\"_blank\" rel=\"noopener\">Conversica<\/a> \u0648 <a href=\"https:\/\/www.google.com\/search?q=air+ai&#038;oq=air+ai\" target=\"_blank\" rel=\"noopener\">\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062c\u0648\u064a<\/a> \u0645\u0648\u0627\u0642\u0639\u0647\u0645 \u0643\u0642\u0627\u062f\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a. \u064a\u064f\u0639\u0631\u0641 \u0646\u0638\u0627\u0645 Conversica \u0628\u0640 <a href=\"https:\/\/www.conversica.com\/conversational-ai\/\" target=\"_blank\" rel=\"noopener\">\u0645\u0646\u0635\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a<\/a> \u0642\u062f\u0631\u062a\u0647 \u0639\u0644\u0649 \u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0648\u0631\u0639\u0627\u064a\u062a\u0647\u0645\u060c \u0648\u062a\u0623\u0647\u064a\u0644\u0647\u0645\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u0645\u0643\u0651\u0646 \u0646\u0638\u0627\u0645 Air AI \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0646 \u0628\u0646\u0627\u0621 \u0645\u0633\u0627\u0639\u062f\u064a\u0646 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u064a\u0646 \u0630\u0643\u064a\u064a\u0646 \u0645\u0635\u0645\u0645\u064a\u0646 \u0648\u0641\u0642\u064b\u0627 \u0644\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0647\u0645 \u0627\u0644\u062e\u0627\u0635\u0629. <a href=\"https:\/\/www.google.com\/search?q=convo+ai\" target=\"_blank\" rel=\"noopener\">\u0643\u0648\u0646\u0641\u0648 \u0625\u064a\u0647 \u0622\u064a<\/a> empowers businesses to build intelligent virtual assistants tailored to their specific needs.<\/p>\n<p>\u0645\u0646\u0635\u0627\u062a \u0628\u0627\u0631\u0632\u0629 \u0623\u062e\u0631\u0649 \u062a\u0634\u0645\u0644 <a href=\"https:\/\/messengerbot.app\/ar\/%d8%a7%d9%83%d8%aa%d8%b4%d9%81-%d8%a3%d9%81%d8%b6%d9%84-%d8%ad%d9%84%d9%88%d9%84-%d8%a7%d9%84%d8%af%d8%b1%d8%af%d8%b4%d8%a9-%d8%a7%d9%84%d8%a2%d9%84%d9%8a%d8%a9-%d9%85%d9%86-%d8%ae%d9%84%d8%a7%d9%84\/\" target=\"_blank\" rel=\"noopener\">\u0645\u0632\u0648\u062f\u064a \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/a> include <a href=\"https:\/\/www.ibm.com\/cloud\/watson-assistant\" target=\"_blank\" rel=\"noopener\">\u0645\u0633\u0627\u0639\u062f IBM Watson<\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/microsoft-365\/online-portals\/intelligent-chatbot\" target=\"_blank\" rel=\"noopener\">\u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0645\u0646 \u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a<\/a>\u060c \u0648 <a href=\"https:\/\/www.google.com\/search?q=chatbots+best\" target=\"_blank\" rel=\"noopener\">Dialogflow \u0645\u0646 Google<\/a>, \u0643\u0644 \u0645\u0646\u0647\u0627 \u064a\u0642\u062f\u0645 \u0642\u062f\u0631\u0627\u062a \u0641\u0631\u064a\u062f\u0629 \u0648\u062a\u062e\u0635\u0635\u0627\u062a \u0644\u062a\u0644\u0628\u064a\u0629 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0645\u062a\u0646\u0648\u0639\u0629.<\/p>\n<h3>\u0628. <a href=\"https:\/\/brainpod.ai\/ai-services-pricing\/\" target=\"_blank\" rel=\"noopener\">\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a<\/a><\/h3>\n<p>\u0645\u0639 \u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u062a\u0637\u0648\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a\u060c \u064a\u0631\u062a\u0641\u0639 \u0627\u0644\u0637\u0644\u0628 \u0639\u0644\u0649 <a href=\"https:\/\/messengerbot.app\/ar\/%d8%aa%d9%82%d9%8a%d9%8a%d9%85-%d9%85%d9%82%d8%af%d9%85%d9%8a-%d8%ae%d8%af%d9%85%d8%a7%d8%aa-%d8%a7%d9%84%d8%af%d8%b1%d8%af%d8%b4%d8%a9-%d8%a7%d9%84%d8%a2%d9%84%d9%8a%d8%a9-%d9%85%d9%86-%d8%ad%d9%8a\/\" target=\"_blank\" rel=\"noopener\">\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a<\/a> \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631. \u062a\u0645\u0643\u0651\u0646 \u0647\u0630\u0647 \u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0645\u062a\u0637\u0648\u0631\u0629 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0646 \u0625\u0646\u0634\u0627\u0621 \u0645\u0633\u0627\u0639\u062f\u064a\u0646 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u064a\u0646 \u0630\u0643\u064a\u064a\u0646 \u0644\u0644\u063a\u0627\u064a\u0629\u060c \u0642\u0627\u062f\u0631\u064a\u0646 \u0639\u0644\u0649 \u0641\u0647\u0645 \u0648\u0627\u0644\u0631\u062f \u0639\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0628\u0637\u0631\u064a\u0642\u0629 \u0637\u0628\u064a\u0639\u064a\u0629 \u062a\u0634\u0628\u0647 \u0627\u0644\u0625\u0646\u0633\u0627\u0646.<\/p>\n<p>\u0641\u064a \u0637\u0644\u064a\u0639\u0629 \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644 \u0647\u0648 <a href=\"https:\/\/brainpod.ai\/\" target=\"_blank\" rel=\"noopener\">Brain Pod AI<\/a>, \u062d\u064a\u062b \u0623\u0646 <a href=\"https:\/\/brainpod.ai\/ai-writer\/\" target=\"_blank\" rel=\"noopener\">AI writer<\/a> \u0648 <a href=\"https:\/\/brainpod.ai\/ai-image-generator\/\" target=\"_blank\" rel=\"noopener\">AI image generator<\/a> \u0623\u062f\u0648\u0627\u062a\u0647\u0627 \u062a\u0639\u064a\u062f \u062a\u0639\u0631\u064a\u0641 \u062d\u062f\u0648\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 (NLP) \u0648\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u062a\u0645\u0643\u0651\u0646 Brain Pod AI \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0646 \u0625\u0646\u0634\u0627\u0621 \u062a\u062c\u0627\u0631\u0628 \u0645\u062d\u0627\u062f\u062b\u0629 \u0634\u062e\u0635\u064a\u0629 \u0648\u062c\u0630\u0627\u0628\u0629 \u0644\u0644\u063a\u0627\u064a\u0629.<\/p>\n<p>\u0625\u0644\u0649 \u062c\u0627\u0646\u0628 Brain Pod AI\u060c \u062a\u0642\u0648\u0645 \u0634\u0631\u0643\u0627\u062a \u0645\u062b\u0644 <a href=\"https:\/\/www.google.com\/search?q=conversational+ai+company\" target=\"_blank\" rel=\"noopener\">Cognigy<\/a>, <a href=\"https:\/\/www.google.com\/search?q=ai+chatbot+companies\" target=\"_blank\" rel=\"noopener\">Pandorabots<\/a>\u060c \u0648 <a href=\"https:\/\/www.google.com\/search?q=top+conversational+ai+companies\" target=\"_blank\" rel=\"noopener\">Inbenta<\/a> \u0623\u064a\u0636\u064b\u0627 \u0628\u0625\u062d\u062f\u0627\u062b \u062a\u0623\u062b\u064a\u0631 \u0641\u064a \u0645\u062c\u0627\u0644 \u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a\u060c \u0645\u0642\u062f\u0645\u0629 \u062d\u0644\u0648\u0644 \u0642\u0648\u064a\u0629 \u0645\u0635\u0645\u0645\u0629 \u0644\u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0648\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645.<\/p>\n<p>\u0645\u0639 \u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0627\u0631\u062a\u0641\u0627\u0639 \u0627\u0644\u0637\u0644\u0628 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a\u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u0623\u0646 \u0646\u062a\u0648\u0642\u0639 \u0631\u0624\u064a\u0629 \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0645\u0628\u062a\u0643\u0631\u0629 <a href=\"https:\/\/messengerbot.app\/ar\/%d8%ab%d9%88%d9%91%d8%b1-%d8%aa%d8%ac%d8%b1%d8%a8%d8%a9-%d8%a7%d9%84%d8%b9%d9%85%d9%84%d8%a7%d8%a1-%d8%a7%d9%84%d8%ae%d8%a7%d8%b5%d8%a9-%d8%a8%d9%83%d8%8c-%d9%82%d9%84%d8%a8-%d8%a7%d9%84%d8%a3%d8%aa\/\" target=\"_blank\" rel=\"noopener\">\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a<\/a> \u062a\u062f\u062e\u0644 \u0627\u0644\u0633\u0648\u0642\u060c \u0645\u0645\u0627 \u064a\u0645\u0643\u0651\u0646 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0646 \u062a\u0642\u062f\u064a\u0645 \u062a\u062c\u0627\u0631\u0628 \u0639\u0645\u0644\u0627\u0621 \u0627\u0633\u062a\u062b\u0646\u0627\u0626\u064a\u0629 \u0628\u064a\u0646\u0645\u0627 \u062a\u0628\u0633\u0637 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0648\u062a\u0639\u0632\u0632 \u0627\u0644\u0646\u0645\u0648.<\/p>\n<span class=\"et_bloom_bottom_trigger\"><\/span>","protected":false},"excerpt":{"rendered":"<input type=\"hidden\" value=\"\" data-essbisPostContainer=\"\" data-essbisPostUrl=\"https:\/\/messengerbot.app\/ar\/exploring-the-top-conversational-ai-vendors-unleashing-the-power-of-intelligent-customer-interactions\/\" data-essbisPostTitle=\"Exploring the Top Conversational AI Vendors: Unleashing the Power of Intelligent Customer Interactions\" data-essbisHoverContainer=\"\"><p>In today&#8217;s fast-paced digital landscape, delivering exceptional customer experiences has become a top priority for businesses across industries. Conversational AI, a cutting-edge technology that enables natural language interactions between humans and machines, has emerged as a game-changer in this pursuit. As companies strive to streamline customer support, sales, and engagement processes, the demand for top [&hellip;]<\/p>\n","protected":false},"author":14928,"featured_media":252875,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":"","rank_math_title":"","rank_math_description":"","rank_math_focus_keyword":"","rank_math_canonical_url":"","rank_math_robots":"","rank_math_facebook_title":"","rank_math_facebook_description":"","rank_math_twitter_title":"","rank_math_twitter_description":""},"categories":[31],"tags":[],"class_list":["post-252874","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/posts\/252874","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/users\/14928"}],"replies":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/comments?post=252874"}],"version-history":[{"count":0,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/posts\/252874\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/media\/252875"}],"wp:attachment":[{"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/media?parent=252874"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/categories?post=252874"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/tags?post=252874"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}