{"id":95125,"date":"2025-01-29T16:32:46","date_gmt":"2025-01-29T13:02:46","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/chatbot-with-semantic-kernel-part-5-text-to-speech-4i4k\/"},"modified":"2025-01-29T16:32:46","modified_gmt":"2025-01-29T13:02:46","slug":"chatbot-with-semantic-kernel-part-5-text-to-speech-4i4k","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/chatbot-with-semantic-kernel-part-5-text-to-speech-4i4k\/","title":{"rendered":"Chatbot \u0628\u0627 \u0647\u0633\u062a\u0647 \u0645\u0639\u0646\u0627\u06cc\u06cc-\u0642\u0633\u0645\u062a 5: \u0645\u062a\u0646 \u0628\u0647 \u06af\u0641\u062a\u0627\u0631"},"content":{"rendered":"<div data-article-id=\"2248131\" id=\"article-body\">\n<p>\u062f\u0631 \u0641\u0635\u0644 \u0622\u062e\u0631 \u060c \u0645\u0627 \u0628\u0627 \u0627\u062c\u0627\u0632\u0647 \u062f\u0627\u062f\u0646 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631 \u0628\u0631\u0627\u06cc \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u0645\u062f\u0644 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0635\u062f\u0627\u06cc \u062e\u0648\u062f \u060c \u0627\u0648\u0644\u06cc\u0646 \u0642\u0627\u0628\u0644\u06cc\u062a \u0635\u0648\u062a\u06cc \u0631\u0627 \u0628\u0647 \u0686\u062a \u0628\u0627\u0628\u0627\u062a \u062e\u0648\u062f \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u06cc\u0645. \u062f\u0631 \u0627\u06cc\u0646 \u0641\u0635\u0644 \u060c \u0645\u0627 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u0645\u0647\u0627\u0631\u062a \u0645\u062a\u0636\u0627\u062f \u0631\u0627 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u0645: \u0635\u062f\u0627\u06cc\u06cc \u0628\u0647 chatbot \u0645\u0627.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_81 counter-hierarchy ez-toc-counter-rtl ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/nabfollower.com\/blog\/chatbot-with-semantic-kernel-part-5-text-to-speech-4i4k\/#%D9%85%D8%AA%D9%86_%D8%A8%D9%87_%DA%AF%D9%81%D8%AA%D8%A7%D8%B1\" >\u0645\u062a\u0646 \u0628\u0647 \u06af\u0641\u062a\u0627\u0631<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/nabfollower.com\/blog\/chatbot-with-semantic-kernel-part-5-text-to-speech-4i4k\/#%D9%85%D8%AA%D9%86_%D8%A8%D9%87_%DA%AF%D9%81%D8%AA%D8%A7%D8%B1_%D8%AF%D8%B1_%D9%87%D8%B3%D8%AA%D9%87_%D9%85%D8%B9%D9%86%D8%A7%DB%8C%DB%8C\" >\u0645\u062a\u0646 \u0628\u0647 \u06af\u0641\u062a\u0627\u0631 \u062f\u0631 \u0647\u0633\u062a\u0647 \u0645\u0639\u0646\u0627\u06cc\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/nabfollower.com\/blog\/chatbot-with-semantic-kernel-part-5-text-to-speech-4i4k\/#%D8%AA%D9%88%D9%84%DB%8C%D8%AF_%D8%B5%D9%88%D8%AA%DB%8C\" >\u062a\u0648\u0644\u06cc\u062f \u0635\u0648\u062a\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/nabfollower.com\/blog\/chatbot-with-semantic-kernel-part-5-text-to-speech-4i4k\/#%D8%A8%D8%A7%D8%B2%D8%AA%D9%88%D9%84%DB%8C%D8%AF_%D8%B5%D9%88%D8%AA%DB%8C\" >\u0628\u0627\u0632\u062a\u0648\u0644\u06cc\u062f \u0635\u0648\u062a\u06cc<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/nabfollower.com\/blog\/chatbot-with-semantic-kernel-part-5-text-to-speech-4i4k\/#%D8%AE%D9%84%D8%A7%D8%B5%D9%87\" >\u062e\u0644\u0627\u0635\u0647<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D8%AA%D9%86_%D8%A8%D9%87_%DA%AF%D9%81%D8%AA%D8%A7%D8%B1\"><\/span>\n<p>  \u0645\u062a\u0646 \u0628\u0647 \u06af\u0641\u062a\u0627\u0631<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0632\u0645\u0627\u0646 \u0647\u0627\u06cc \u0627\u062e\u06cc\u0631 \u060c \u0645\u062f\u0644 \u0647\u0627 \u062f\u0631 \u0627\u06cc\u062c\u0627\u062f \u0635\u062f\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0648\u0631\u0648\u062f\u06cc \u0645\u062a\u0646 \u0628\u0633\u06cc\u0627\u0631 \u0628\u0647\u0628\u0648\u062f \u06cc\u0627\u0641\u062a\u0647 \u0627\u0646\u062f. \u062f\u0631 \u0628\u0639\u0636\u06cc \u0645\u0648\u0627\u0631\u062f \u060c \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0645\u062f\u0644 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0645\u0633\u062a\u0642\u0644 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u062a\u0646 \u0628\u0647 \u06af\u0641\u062a\u0627\u0631 \u060c \u0645\u0627\u0646\u0646\u062f TTS \u0627\u0632 OpenAi \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u0646\u062f. \u0627\u0632 \u0637\u0631\u0641 \u062f\u06cc\u06af\u0631 \u060c \u0645\u0627 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f\u062a\u0631\u06cc \u0631\u0627 \u062f\u0627\u0631\u06cc\u0645 \u06a9\u0647 \u0627\u0632 \u0648\u0631\u0648\u062f\u06cc \u0645\u0648\u0644\u062a\u06cc\u06cc\u0645\u0648\u062f\u0627\u0644 (\u0645\u062a\u0646 \u060c \u062a\u0635\u0648\u06cc\u0631 \u060c \u0641\u06cc\u0644\u0645 \u0648 \u0635\u0648\u062a\u06cc) \u0648 \u062e\u0631\u0648\u062c\u06cc (\u0645\u062a\u0646 \u060c \u062a\u0635\u0648\u06cc\u0631 \u0648 \u0635\u062f\u0627) \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u0646\u062f. \u0628\u0631\u062e\u06cc \u0627\u0632 \u0646\u0645\u0648\u0646\u0647 \u0647\u0627\u06cc \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u062a\u0631 \u060c Gemini 2.0 Flash \u0627\u0632 Google \u0648 GPT-4O-Realtime \u0627\u0632 OpenAI \u0627\u0633\u062a.<\/p>\n<p>\u0627\u0645\u06a9\u0627\u0646 \u062a\u0648\u0644\u06cc\u062f \u0635\u0648\u062a\u06cc \u0628\u0627 \u06a9\u06cc\u0641\u06cc\u062a \u0628\u0627\u0644\u0627 \u0628\u0647 \u0644\u0637\u0641 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0647\u0627\u06cc TTS \u060c \u0647\u0645\u0631\u0627\u0647 \u0628\u0627 \u067e\u062a\u0627\u0646\u0633\u06cc\u0644 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0645\u062a\u0646 \u0642\u062f\u0631\u062a\u0645\u0646\u062f (\u0645\u0627\u0646\u0646\u062f GPT-4O) \u060c \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0631\u0627 \u06a9\u0647 \u0641\u0642\u0637 \u0686\u0646\u062f \u0633\u0627\u0644 \u067e\u06cc\u0634 \u063a\u06cc\u0631\u0642\u0627\u0628\u0644 \u062a\u0635\u0648\u0631 \u0628\u0648\u062f\u0646\u062f \u060c \u0627\u0645\u06a9\u0627\u0646 \u067e\u0630\u06cc\u0631 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u060c \u062f\u0631 \u0633\u0627\u0644 2024 \u060c Google Notebooklm \u0631\u0627 \u0645\u0646\u062a\u0634\u0631 \u06a9\u0631\u062f \u060c \u0628\u0631\u0646\u0627\u0645\u0647 \u0627\u06cc \u06a9\u0647 \u067e\u0627\u062f\u06a9\u0633\u062a \u0647\u0627 \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0645\u0646\u0627\u0628\u0639 \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 \u06a9\u0627\u0631\u0628\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u06a9\u0646\u062f. \u0627\u06af\u0631 \u062f\u0631 \u062d\u0627\u0644 \u062a\u062d\u0642\u06cc\u0642 \u062f\u0631 \u0645\u0648\u0631\u062f \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627\u06cc \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0628\u0631\u0627\u06cc LLM \u0647\u0627 \u0647\u0633\u062a\u06cc\u062f \u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0645\u0637\u0627\u0644\u0628\u06cc \u0645\u0627\u0646\u0646\u062f \u0645\u0642\u0627\u0644\u0627\u062a \u06cc\u0627 \u0645\u0642\u0627\u0644\u0647 \u0647\u0627 \u0631\u0627 \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u06a9\u0646\u06cc\u062f \u0648 \u0628\u0631\u0646\u0627\u0645\u0647 \u067e\u0627\u062f\u06a9\u0633\u062a \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u062f\u0648 \u0635\u062f\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u06a9\u0627\u0644\u0645\u0647 \u062e\u0644\u0627\u0635\u0647 \u0648 \u062a\u0648\u0636\u06cc\u062d \u0645\u0637\u0627\u0644\u0628 \u0634\u0645\u0627 \u0631\u0627 \u062f\u0627\u0631\u0646\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D9%85%D8%AA%D9%86_%D8%A8%D9%87_%DA%AF%D9%81%D8%AA%D8%A7%D8%B1_%D8%AF%D8%B1_%D9%87%D8%B3%D8%AA%D9%87_%D9%85%D8%B9%D9%86%D8%A7%DB%8C%DB%8C\"><\/span>\n<p>  \u0645\u062a\u0646 \u0628\u0647 \u06af\u0641\u062a\u0627\u0631 \u062f\u0631 \u0647\u0633\u062a\u0647 \u0645\u0639\u0646\u0627\u06cc\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u062f\u0631 \u0646\u0648\u0627\u0645\u0628\u0631 2024 \u060c \u0645\u0627\u06cc\u06a9\u0631\u0648\u0633\u0627\u0641\u062a \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc \u0635\u0648\u062a\u06cc \u0631\u0627 \u0628\u0647 \u0647\u0633\u062a\u0647 \u0645\u0639\u0646\u0627\u06cc\u06cc \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f. \u0628\u0631\u0627\u06cc \u0633\u0646\u0627\u0631\u06cc\u0648\u06cc \u0645\u062a\u0646 \u0628\u0647 \u06af\u0641\u062a\u0627\u0631 \u060c \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u062e\u0648\u0627\u0647\u06cc\u0645 \u0633\u0627\u062e\u062a:<\/p>\n<ol>\n<li>\u06cc\u06a9 \u0645\u062a\u0646 \u06cc\u0627 \u0648\u0631\u0648\u062f\u06cc \u0635\u0648\u062a\u06cc \u0631\u0627 \u0645\u0639\u0631\u0641\u06cc \u06a9\u0646\u06cc\u062f. \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0645\u0642\u0627\u0644\u0647 \u0642\u0628\u0644\u06cc \u0631\u0627 \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0639\u0645\u0644\u06a9\u0631\u062f \u0635\u0648\u062a\u06cc \u0628\u0647 \u0645\u062a\u0646 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u0645 \u060c \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u067e\u0627\u0633\u062e \u0627\u0632 \u0648\u0631\u0648\u062f\u06cc \u06a9\u0627\u0631\u0628\u0631 \u0627\u0632 LLM \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\u0627\u0632 <strong>TTS<\/strong> \u0645\u062f\u0644 \u0627\u0632 OpenAI \u0628\u0631\u0627\u06cc \u062a\u0628\u062f\u06cc\u0644 \u067e\u0627\u0633\u062e \u0628\u0647 \u0635\u0648\u062a\u06cc (Wavformat).<\/li>\n<li>\u0635\u062f\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647 \u0631\u0627 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631 \u0628\u0627\u0632\u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u06cc\u062f.<\/li>\n<\/ol>\n<p><\/p>\n<p>\u0628\u0631 \u0627\u0633\u0627\u0633 Chatbot \u0642\u0628\u0644\u06cc \u0645\u0627 \u060c \u062f\u0648 \u0645\u0631\u062d\u0644\u0647 \u0627\u0648\u0644 \u062f\u0631 \u062d\u0627\u0644 \u062d\u0627\u0636\u0631 \u0627\u0646\u062c\u0627\u0645 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u06a9\u0646\u0648\u0646 \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0627 \u0645\u062f\u0644 TTS \u0631\u0648\u06cc \u062a\u0628\u062f\u06cc\u0644 \u067e\u0627\u0633\u062e \u0645\u062a\u0646 \u0628\u0647 \u06cc\u06a9 \u0635\u062f\u0627 \u062a\u0645\u0631\u06a9\u0632 \u06a9\u0646\u06cc\u0645. <\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D8%AA%D9%88%D9%84%DB%8C%D8%AF_%D8%B5%D9%88%D8%AA%DB%8C\"><\/span>\n<p>  \u062a\u0648\u0644\u06cc\u062f \u0635\u0648\u062a\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u0648\u0644 \u0627\u0632 \u0647\u0645\u0647 \u060c \u0645\u0627 \u0628\u0627\u06cc\u062f \u06cc\u06a9 \u0633\u0631\u0648\u06cc\u0633 \u062c\u062f\u06cc\u062f \u0631\u0627 \u0628\u0647 \u0647\u0633\u062a\u0647 \u062e\u0648\u062f \u062a\u0632\u0631\u06cc\u0642 \u06a9\u0646\u06cc\u0645. \u062f\u0631 \u0627\u06cc\u0646 \u062d\u0627\u0644\u062a \u060c \u0645\u0627 \u062b\u0628\u062a \u0646\u0627\u0645 \u0645\u06cc \u06a9\u0646\u06cc\u0645 <code>AzureTextToAudio<\/code> \u0633\u0631\u0648\u06cc\u0633:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"c1\"># Inject the service into the Kernel\n<\/span><span class=\"n\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">kernel<\/span><span class=\"p\">.<\/span><span class=\"nf\">add_service<\/span><span class=\"p\">(<\/span><span class=\"nc\">AzureTextToAudio<\/span><span class=\"p\">(<\/span>\n    <span class=\"n\">service_id<\/span><span class=\"o\">=<\/span><span class=\"sh\">'<\/span><span class=\"s\">text_to_audio_service<\/span><span class=\"sh\">'<\/span>\n<span class=\"p\">))<\/span>\n\n<span class=\"c1\"># Get the service from the Kernel\n<\/span><span class=\"n\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">text_to_audio_service<\/span><span class=\"p\">:<\/span><span class=\"n\">AzureTextToAudio<\/span> <span class=\"o\">=<\/span> <span class=\"n\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">kernel<\/span><span class=\"p\">.<\/span><span class=\"nf\">get_service<\/span><span class=\"p\">(<\/span><span class=\"nb\">type<\/span><span class=\"o\">=<\/span><span class=\"n\">AzureTextToAudio<\/span><span class=\"p\">)<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0632\u06cc\u0631\u0627 \u0633\u0631\u0648\u06cc\u0633 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0627\u0639\u0644\u0627\u0645 \u0645\u06cc \u0634\u0648\u062f <code>Azure<\/code> \u0633\u0631\u0648\u06cc\u0633 \u060c \u0627\u0632 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u0645\u062d\u06cc\u0637 \u0632\u06cc\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<ul>\n<li>\n<code>AZURE_OPENAI_TEXT_TO_AUDIO_DEPLOYMENT_NAME<\/code>: \u0646\u0627\u0645 \u0645\u062f\u0644 \u0645\u0633\u062a\u0642\u0631 \u062f\u0631 Azure Openai.<\/li>\n<li>\n<code>AZURE_OPENAI_API_KEY<\/code>: \u06a9\u0644\u06cc\u062f API \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u0646\u0645\u0648\u0646\u0647 Azure Openai.<\/li>\n<li>\n<code>AZURE_OPENAI_ENDPOINT<\/code>: \u0646\u0642\u0637\u0647 \u067e\u0627\u06cc\u0627\u0646\u06cc \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u0646\u0645\u0648\u0646\u0647 Azure Openai.<\/li>\n<\/ul>\n<p>\u0628\u0647 \u0647\u0645\u06cc\u0646 \u062a\u0631\u062a\u06cc\u0628 \u060c \u0647\u0633\u062a\u0647 \u0645\u0639\u0646\u0627\u06cc\u06cc \u062f\u0627\u0631\u0627\u06cc \u0627\u062a\u0635\u0627\u0644\u0627\u062a \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0633\u062a \u060c \u0645\u0627\u0646\u0646\u062f <code>OpenAITextToAudio<\/code> \u062e\u062f\u0645\u0627\u062a \u062f\u0631 \u0627\u06cc\u0646 \u062d\u0627\u0644\u062a \u060c \u0646\u0627\u0645 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627 \u0627\u06cc\u0646 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f:<\/p>\n<ul>\n<li>\n<code>OPENAI_AUDIO_TO_TEXT_MODEL_ID<\/code>: Audio OpenAI \u0628\u0647 \u0634\u0646\u0627\u0633\u0647 \u0645\u062f\u0644 \u0645\u062a\u0646 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647.<\/li>\n<li>\n<code>OPENAI_API_KEY<\/code>: \u06a9\u0644\u06cc\u062f API \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u0633\u0627\u0632\u0645\u0627\u0646 \u0634\u0645\u0627.<\/li>\n<li>\n<code>OPENAI_ORG_ID<\/code>: \u0634\u0646\u0627\u0633\u0647 \u0645\u0646\u062d\u0635\u0631 \u0628\u0647 \u0641\u0631\u062f \u0628\u0631\u0627\u06cc \u0633\u0627\u0632\u0645\u0627\u0646 \u0634\u0645\u0627.<\/li>\n<\/ul>\n<p>\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062a\u0645\u0627\u0645 \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062f\u0631 \u0647\u0633\u062a\u0647 \u0645\u0639\u0646\u0627\u06cc\u06cc \u0631\u0627 \u062f\u0631 \u0645\u062e\u0632\u0646 \u0631\u0633\u0645\u06cc GitHub \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u062f\u0631 <code>TextToAudio<\/code> \u0633\u0631\u0648\u06cc\u0633 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0628\u0633\u06cc\u0627\u0631 \u0633\u0627\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u062f\u0648 \u0631\u0648\u0634 \u0645\u0647\u0645 \u062f\u0627\u0631\u062f:<\/p>\n<ul>\n<li>\n<code>get_audio_contents<\/code>: \u0644\u06cc\u0633\u062a\u06cc \u0627\u0632 \u0645\u0637\u0627\u0644\u0628 \u0635\u0648\u062a\u06cc \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647 \u0631\u0627 \u0628\u0631\u06af\u0631\u062f\u0627\u0646\u06cc\u062f. \u0628\u0631\u062e\u06cc \u0627\u0632 \u0645\u062f\u0644 \u0647\u0627 \u0627\u0632 \u062a\u0648\u0644\u06cc\u062f \u0686\u0646\u062f\u06cc\u0646 \u0635\u0648\u062a\u06cc \u0627\u0632 \u06cc\u06a9 \u0648\u0631\u0648\u062f\u06cc \u0648\u0627\u062d\u062f \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0646\u0645\u06cc \u06a9\u0646\u0646\u062f \u060c \u062f\u0631 \u0627\u06cc\u0646 \u062d\u0627\u0644\u062a \u0644\u06cc\u0633\u062a \u0641\u0642\u0637 \u06cc\u06a9 \u0639\u0646\u0635\u0631 \u0631\u0627 \u0634\u0627\u0645\u0644 \u0645\u06cc \u0634\u0648\u062f.<\/li>\n<li>\n<code>get_audio_content<\/code>: \u06cc\u06a9\u0633\u0627\u0646 \u0628\u0627 \u0631\u0648\u0634 \u0642\u0628\u0644\u06cc \u0627\u0645\u0627 \u0647\u0645\u06cc\u0634\u0647 \u0627\u0648\u0644\u06cc\u0646 \u0639\u0646\u0635\u0631 \u0644\u06cc\u0633\u062a \u0631\u0627 \u0628\u0631\u06af\u0631\u062f\u0627\u0646\u06cc\u062f.<\/li>\n<\/ul>\n<p>\u0647\u0631 \u062f\u0648 \u0631\u0648\u0634 \u06cc\u06a9 \u0622\u0631\u06af\u0648\u0645\u0627\u0646 \u0627\u062e\u062a\u06cc\u0627\u0631\u06cc \u062f\u0627\u0631\u0646\u062f <code>OpenAITextToAudioExecutionSettings<\/code>\u060c \u0628\u0631\u0627\u06cc \u0633\u0641\u0627\u0631\u0634\u06cc \u06a9\u0631\u062f\u0646 \u0631\u0641\u062a\u0627\u0631 \u062e\u062f\u0645\u0627\u062a. \u0628\u0627 \u0646\u0633\u062e\u0647 \u0641\u0639\u0644\u06cc \u0647\u0633\u062a\u0647 \u0645\u0639\u0646\u0627\u06cc\u06cc \u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0633\u0631\u0639\u062a \u067e\u062e\u0634 \u060c \u0635\u062f\u0627\u06cc \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0631\u0627 \u0633\u0641\u0627\u0631\u0634\u06cc \u06a9\u0646\u06cc\u062f <em>\u0627\u0644\u06cc\u0627\u0698<\/em> \u067e\u06cc\u0634 \u0641\u0631\u0636 \u0628\u0648\u062f\u0646) \u0648 \u0642\u0627\u0644\u0628 \u062e\u0631\u0648\u062c\u06cc. \u062f\u0631 \u0627\u06cc\u0646 \u062d\u0627\u0644\u062a \u060c \u0645\u0646 \u062a\u0635\u0645\u06cc\u0645 \u06af\u0631\u0641\u062a\u0645 \u0627\u0632 <em>\u067e\u0698\u0648\u0627\u06a9<\/em> \u0635\u062f\u0627 \u062f\u0631 <em>\u0645\u0648\u062c \u062f\u0627\u0631<\/em> \u0642\u0627\u0644\u0628:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"k\">async<\/span> <span class=\"k\">def<\/span> <span class=\"nf\">generate_audio<\/span><span class=\"p\">(<\/span><span class=\"n\">self<\/span><span class=\"p\">,<\/span> <span class=\"n\">message<\/span><span class=\"p\">:<\/span> <span class=\"nb\">str<\/span><span class=\"p\">)<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"nb\">bytes<\/span><span class=\"p\">:<\/span>\n    <span class=\"n\">audio_settings<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">OpenAITextToAudioExecutionSettings<\/span><span class=\"p\">(<\/span><span class=\"n\">voice<\/span><span class=\"o\">=<\/span><span class=\"sh\">'<\/span><span class=\"s\">echo<\/span><span class=\"sh\">'<\/span><span class=\"p\">,<\/span> <span class=\"n\">response_format<\/span><span class=\"o\">=<\/span><span class=\"sh\">\"<\/span><span class=\"s\">wav<\/span><span class=\"sh\">\"<\/span><span class=\"p\">)<\/span>\n    <span class=\"n\">audio_content<\/span> <span class=\"o\">=<\/span> <span class=\"k\">await<\/span> <span class=\"n\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">text_to_audio_service<\/span><span class=\"p\">.<\/span><span class=\"nf\">get_audio_content<\/span><span class=\"p\">(<\/span><span class=\"n\">message<\/span><span class=\"p\">,<\/span> <span class=\"n\">audio_settings<\/span><span class=\"p\">)<\/span>\n    <span class=\"k\">return<\/span> <span class=\"n\">audio_content<\/span><span class=\"p\">.<\/span><span class=\"n\">data<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u062e\u0631\u0648\u062c\u06cc \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0644\u06cc\u0633\u062a\u06cc \u0627\u0632 \u0628\u0627\u06cc\u062a \u0647\u0627\u06cc \u062d\u0627\u0648\u06cc \u0635\u062f\u0627 \u0627\u0633\u062a. \u0627\u06a9\u0646\u0648\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0627\u0632 \u062e\u0631\u0648\u062c\u06cc \u067e\u0627\u0633\u062e \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0627\u0632 LLM \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u0635\u062f\u0627\u06cc \u0645\u0631\u0628\u0648\u0637\u0647 \u0631\u0627 \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u06cc\u0645:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"n\">response<\/span> <span class=\"o\">=<\/span> <span class=\"k\">await<\/span> <span class=\"n\">assistant<\/span><span class=\"p\">.<\/span><span class=\"nf\">generate_response<\/span><span class=\"p\">(<\/span><span class=\"n\">text<\/span><span class=\"p\">)<\/span>\n<span class=\"nf\">add_message_chat<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">assistant<\/span><span class=\"sh\">'<\/span><span class=\"p\">,<\/span> <span class=\"n\">response<\/span><span class=\"p\">)<\/span>\n\n<span class=\"k\">if<\/span> <span class=\"n\">config<\/span><span class=\"p\">[<\/span><span class=\"sh\">'<\/span><span class=\"s\">audio<\/span><span class=\"sh\">'<\/span><span class=\"p\">]<\/span> <span class=\"o\">==<\/span> <span class=\"sh\">'<\/span><span class=\"s\">enabled<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span>\n    <span class=\"n\">audio<\/span> <span class=\"o\">=<\/span> <span class=\"k\">await<\/span> <span class=\"n\">assistant<\/span><span class=\"p\">.<\/span><span class=\"nf\">generate_audio<\/span><span class=\"p\">(<\/span><span class=\"n\">response<\/span><span class=\"p\">)<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A8%D8%A7%D8%B2%D8%AA%D9%88%D9%84%DB%8C%D8%AF_%D8%B5%D9%88%D8%AA%DB%8C\"><\/span>\n<p>  \u0628\u0627\u0632\u062a\u0648\u0644\u06cc\u062f \u0635\u0648\u062a\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u067e\u0633 \u0627\u0632 \u062a\u0648\u0644\u06cc\u062f \u0635\u0648\u062a\u06cc \u060c \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0645\u062b\u0644 \u0622\u0646 \u062f\u0631 \u0631\u0627\u06cc\u0627\u0646\u0647 \u06a9\u0627\u0631\u0628\u0631 \u0628\u0647 \u0628\u0631\u062e\u06cc \u0627\u0632 \u06a9\u062f \u0647\u0627 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u0645. \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0645\u0646\u0638\u0648\u0631 \u060c \u0645\u0646 \u06cc\u06a9 \u0633\u0627\u062f\u0647 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0647 \u0627\u0645 <code>AudioPlayer<\/code> \u06a9\u0644\u0627\u0633 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <code>pyaudio<\/code> \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"kn\">import<\/span> <span class=\"n\">io<\/span>\n<span class=\"kn\">import<\/span> <span class=\"n\">wave<\/span>\n<span class=\"kn\">import<\/span> <span class=\"n\">pyaudio<\/span>\n\n<span class=\"k\">class<\/span> <span class=\"nc\">AudioPlayer<\/span><span class=\"p\">:<\/span>\n    <span class=\"k\">def<\/span> <span class=\"nf\">play_wav_from_bytes<\/span><span class=\"p\">(<\/span><span class=\"n\">self<\/span><span class=\"p\">,<\/span> <span class=\"n\">wav_bytes<\/span><span class=\"p\">,<\/span> <span class=\"n\">chunk_size<\/span><span class=\"o\">=<\/span><span class=\"mi\">1024<\/span><span class=\"p\">):<\/span>\n        <span class=\"n\">p<\/span> <span class=\"o\">=<\/span> <span class=\"n\">pyaudio<\/span><span class=\"p\">.<\/span><span class=\"nc\">PyAudio<\/span><span class=\"p\">()<\/span>\n\n        <span class=\"k\">try<\/span><span class=\"p\">:<\/span>\n            <span class=\"n\">wav_io<\/span> <span class=\"o\">=<\/span> <span class=\"n\">io<\/span><span class=\"p\">.<\/span><span class=\"nc\">BytesIO<\/span><span class=\"p\">(<\/span><span class=\"n\">wav_bytes<\/span><span class=\"p\">)<\/span>\n\n            <span class=\"k\">with<\/span> <span class=\"n\">wave<\/span><span class=\"p\">.<\/span><span class=\"nf\">open<\/span><span class=\"p\">(<\/span><span class=\"n\">wav_io<\/span><span class=\"p\">,<\/span> <span class=\"sh\">'<\/span><span class=\"s\">rb<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span> <span class=\"k\">as<\/span> <span class=\"n\">wf<\/span><span class=\"p\">:<\/span>\n                <span class=\"n\">channels<\/span> <span class=\"o\">=<\/span> <span class=\"n\">wf<\/span><span class=\"p\">.<\/span><span class=\"nf\">getnchannels<\/span><span class=\"p\">()<\/span>\n                <span class=\"n\">rate<\/span> <span class=\"o\">=<\/span> <span class=\"n\">wf<\/span><span class=\"p\">.<\/span><span class=\"nf\">getframerate<\/span><span class=\"p\">()<\/span>\n\n                <span class=\"n\">stream<\/span> <span class=\"o\">=<\/span> <span class=\"n\">p<\/span><span class=\"p\">.<\/span><span class=\"nf\">open<\/span><span class=\"p\">(<\/span><span class=\"nb\">format<\/span><span class=\"o\">=<\/span><span class=\"n\">p<\/span><span class=\"p\">.<\/span><span class=\"nf\">get_format_from_width<\/span><span class=\"p\">(<\/span><span class=\"n\">wf<\/span><span class=\"p\">.<\/span><span class=\"nf\">getsampwidth<\/span><span class=\"p\">()),<\/span>\n                                <span class=\"n\">channels<\/span><span class=\"o\">=<\/span><span class=\"n\">channels<\/span><span class=\"p\">,<\/span>\n                                <span class=\"n\">rate<\/span><span class=\"o\">=<\/span><span class=\"n\">rate<\/span><span class=\"p\">,<\/span>\n                                <span class=\"n\">output<\/span><span class=\"o\">=<\/span><span class=\"bp\">True<\/span><span class=\"p\">)<\/span>\n\n                <span class=\"n\">data<\/span> <span class=\"o\">=<\/span> <span class=\"n\">wf<\/span><span class=\"p\">.<\/span><span class=\"nf\">readframes<\/span><span class=\"p\">(<\/span><span class=\"n\">chunk_size<\/span><span class=\"p\">)<\/span>\n                <span class=\"k\">while<\/span> <span class=\"nf\">len<\/span><span class=\"p\">(<\/span><span class=\"n\">data<\/span><span class=\"p\">)<\/span> <span class=\"o\">&gt;<\/span> <span class=\"mi\">0<\/span><span class=\"p\">:<\/span>\n                    <span class=\"n\">stream<\/span><span class=\"p\">.<\/span><span class=\"nf\">write<\/span><span class=\"p\">(<\/span><span class=\"n\">data<\/span><span class=\"p\">)<\/span>\n                    <span class=\"n\">data<\/span> <span class=\"o\">=<\/span> <span class=\"n\">wf<\/span><span class=\"p\">.<\/span><span class=\"nf\">readframes<\/span><span class=\"p\">(<\/span><span class=\"n\">chunk_size<\/span><span class=\"p\">)<\/span>\n\n                <span class=\"n\">stream<\/span><span class=\"p\">.<\/span><span class=\"nf\">stop_stream<\/span><span class=\"p\">()<\/span>\n                <span class=\"n\">stream<\/span><span class=\"p\">.<\/span><span class=\"nf\">close<\/span><span class=\"p\">()<\/span>\n\n        <span class=\"k\">finally<\/span><span class=\"p\">:<\/span>\n            <span class=\"n\">p<\/span><span class=\"p\">.<\/span><span class=\"nf\">terminate<\/span><span class=\"p\">()<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0633\u0631\u0627\u0646\u062c\u0627\u0645 \u060c \u0645\u0627 \u062a\u0645\u0627\u0633 \u0645\u06cc \u06af\u06cc\u0631\u06cc\u0645 <code>play_wav_from_bytes<\/code> \u0631\u0648\u0634 \u0628\u0631\u0627\u06cc \u0628\u0627\u0632\u062a\u0648\u0644\u06cc\u062f \u0635\u0648\u062a\u06cc \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 \u0645\u062f\u0644:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"c1\"># Generate response with standard LLM\n<\/span><span class=\"n\">response<\/span> <span class=\"o\">=<\/span> <span class=\"k\">await<\/span> <span class=\"n\">assistant<\/span><span class=\"p\">.<\/span><span class=\"nf\">generate_response<\/span><span class=\"p\">(<\/span><span class=\"n\">text<\/span><span class=\"p\">)<\/span>\n\n<span class=\"c1\"># Add response to the user interface\n<\/span><span class=\"nf\">add_message_chat<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">assistant<\/span><span class=\"sh\">'<\/span><span class=\"p\">,<\/span> <span class=\"n\">response<\/span><span class=\"p\">)<\/span>\n\n<span class=\"k\">if<\/span> <span class=\"n\">config<\/span><span class=\"p\">[<\/span><span class=\"sh\">'<\/span><span class=\"s\">audio<\/span><span class=\"sh\">'<\/span><span class=\"p\">]<\/span> <span class=\"o\">==<\/span> <span class=\"sh\">'<\/span><span class=\"s\">enabled<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span>\n    <span class=\"c1\"># Generate audio from the text\n<\/span>    <span class=\"n\">audio<\/span> <span class=\"o\">=<\/span> <span class=\"k\">await<\/span> <span class=\"n\">assistant<\/span><span class=\"p\">.<\/span><span class=\"nf\">generate_audio<\/span><span class=\"p\">(<\/span><span class=\"n\">response<\/span><span class=\"p\">)<\/span>\n\n    <span class=\"c1\"># Reproduce audio\n<\/span>    <span class=\"n\">player<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">AudioPlayer<\/span><span class=\"p\">()<\/span>\n    <span class=\"n\">player<\/span><span class=\"p\">.<\/span><span class=\"nf\">play_wav_from_bytes<\/span><span class=\"p\">(<\/span><span class=\"n\">audio<\/span><span class=\"p\">)<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D8%AE%D9%84%D8%A7%D8%B5%D9%87\"><\/span>\n<p>  \u062e\u0644\u0627\u0635\u0647<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0641\u0635\u0644 \u060c \u0645\u0627 \u0628\u0647 \u0644\u0637\u0641 \u06cc\u06a9 \u0635\u062f\u0627 \u0628\u0647 \u0686\u062a \u0628\u0627\u0628\u0627\u062a \u062e\u0648\u062f \u062f\u0627\u062f\u0647 \u0627\u06cc\u0645 <strong>\u0645\u062a\u0646 \u0628\u0647 \u06af\u0641\u062a\u0627\u0631<\/strong> \u0645\u062f\u0644. \u0645\u0627 \u0628\u0627 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u0645\u062a\u0646 \u0648 \u0635\u062f\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0631\u0648\u062f\u06cc \u0648 \u062e\u0631\u0648\u062c\u06cc \u060c \u0639\u0627\u0645\u0644 \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u06cc\u06a9 \u0639\u0627\u0645\u0644 \u0686\u0646\u062f\u0645\u0648\u062f\u0627\u0644 \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u0645.<\/p>\n<p>\u062f\u0631 \u0641\u0635\u0644 \u0628\u0639\u062f \u060c \u0645\u0627 chatbot \u0631\u0627 \u0628\u0627 \u0647\u0645 \u0627\u062f\u063a\u0627\u0645 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f <code>Ollama<\/code> \u0628\u0631\u0627\u06cc \u0641\u0639\u0627\u0644 \u06a9\u0631\u062f\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0645\u062d\u0644\u06cc \u0627\u062c\u0631\u0627 \u0634\u062f\u0647<\/p>\n<p>\u0628\u0647 \u06cc\u0627\u062f \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u062a\u0645\u0627\u0645 \u06a9\u062f \u062f\u0631 \u062d\u0627\u0644 \u062d\u0627\u0636\u0631 \u062f\u0631 \u0645\u062e\u0632\u0646 GitHub \u0645\u0646 \ud83d\udc0d Pychatbot \u0628\u0631\u0627\u06cc \u0647\u0633\u062a\u0647 \u0645\u0639\u0646\u0627\u06cc\u06cc \u0645\u0648\u062c\u0648\u062f \u0627\u0633\u062a.<\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u062f\u0631 \u0641\u0635\u0644 \u0622\u062e\u0631 \u060c \u0645\u0627 \u0628\u0627 \u0627\u062c\u0627\u0632\u0647 \u062f\u0627\u062f\u0646 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631 \u0628\u0631\u0627\u06cc \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u0645\u062f\u0644 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0635\u062f\u0627\u06cc \u062e\u0648\u062f \u060c \u0627\u0648\u0644\u06cc\u0646 \u0642\u0627\u0628\u0644\u06cc\u062a \u0635\u0648\u062a\u06cc \u0631\u0627 \u0628\u0647 \u0686\u062a \u0628\u0627\u0628\u0627\u062a \u062e\u0648\u062f \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u06cc\u0645. \u062f\u0631 \u0627\u06cc\u0646 \u0641\u0635\u0644 \u060c \u0645\u0627 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u0645\u0647\u0627\u0631\u062a \u0645\u062a\u0636\u0627\u062f \u0631\u0627 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u0645: \u0635\u062f\u0627\u06cc\u06cc \u0628\u0647 chatbot \u0645\u0627. \u0645\u062a\u0646 \u0628\u0647 \u06af\u0641\u062a\u0627\u0631 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0647\u0627\u06cc \u0627\u062e\u06cc\u0631 \u060c \u0645\u062f\u0644 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