{"id":92973,"date":"2025-01-14T21:12:35","date_gmt":"2025-01-14T17:42:35","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/real-time-voice-interactions-with-the-websocket-audio-adapter-4keb\/"},"modified":"2025-01-14T21:12:35","modified_gmt":"2025-01-14T17:42:35","slug":"real-time-voice-interactions-with-the-websocket-audio-adapter-4keb","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/real-time-voice-interactions-with-the-websocket-audio-adapter-4keb\/","title":{"rendered":"\u062a\u0639\u0627\u0645\u0644\u0627\u062a \u0635\u0648\u062a\u06cc \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc \u0628\u0627 \u0622\u062f\u0627\u067e\u062a\u0648\u0631 \u0635\u0648\u062a\u06cc WebSocket"},"content":{"rendered":"<div data-article-id=\"2208071\" id=\"article-body\">\n<p>\u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646: Mark Sze\u060c Tvrtko Sternak\u060c Davor Runje\u060c Davorin Rusevljan<\/p>\n<hr\/>\n<p><strong>TL;DR:<\/strong><\/p>\n<ul>\n<li>\n<p><strong>\u0627\u062c\u0631\u0627\u06cc \u0646\u0633\u062e\u0647 \u06cc \u0646\u0645\u0627\u06cc\u0634\u06cc<\/strong>: \u06cc\u06a9 \u0648\u0628 \u0633\u0627\u06cc\u062a \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0633\u0648\u06a9\u062a \u0647\u0627\u06cc \u0648\u0628 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f \u0648 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0635\u062f\u0627 \u0628\u0627 \u0622\u0646 \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0631\u0642\u0631\u0627\u0631 \u06a9\u0646\u06cc\u062f <code>RealtimeAgent<\/code><\/p>\n<\/li>\n<li>\n<p><strong>\u0645\u0639\u0631\u0641\u06cc \u06a9\u0631\u062f\u0646<\/strong> <code>WebSocketAudioAdapter<\/code>: \u067e\u062e\u0634 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0635\u062f\u0627 \u0627\u0632 \u0645\u0631\u0648\u0631\u06af\u0631 \u062e\u0648\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <strong>\u0648\u0628 \u0633\u0648\u06a9\u062a \u0647\u0627<\/strong>.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0648\u0633\u0639\u0647 \u0633\u0627\u062f\u0647 \u0634\u062f\u0647<\/strong>: \u0628\u0627 \u062d\u062f\u0627\u0642\u0644 \u062a\u0646\u0638\u06cc\u0645\u0627\u062a\u060c \u0628\u0647 \u0633\u0631\u0639\u062a \u0648 \u0628\u062f\u0648\u0646 \u0632\u062d\u0645\u062a \u0628\u0647 \u0639\u0648\u0627\u0645\u0644 \u0628\u06cc\u062f\u0631\u0646\u06af \u0645\u062a\u0635\u0644 \u0634\u0648\u06cc\u062f.<\/p>\n<\/li>\n<\/ul>\n<hr\/>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 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\/real-time-voice-interactions-with-the-websocket-audio-adapter-4keb\/#%D8%A8%DB%8C%D8%AF%D8%B1%D9%86%DA%AF_%D8%A7%D8%B2_%D8%B7%D8%B1%DB%8C%D9%82_WebSockets\" >\u0628\u06cc\u062f\u0631\u0646\u06af \u0627\u0632 \u0637\u0631\u06cc\u0642 WebSockets<\/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\/real-time-voice-interactions-with-the-websocket-audio-adapter-4keb\/#%DA%86%D8%A7%D9%84%D8%B4_%D9%87%D8%A7_%D8%A8%D8%A7_%D8%B1%D8%A7%D9%87_%D8%AD%D9%84_%D9%87%D8%A7%DB%8C_%D9%85%D9%88%D8%AC%D9%88%D8%AF\" >\u0686\u0627\u0644\u0634 \u0647\u0627 \u0628\u0627 \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f<\/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\/real-time-voice-interactions-with-the-websocket-audio-adapter-4keb\/#%D8%B1%D8%A7%D9%87_%D8%AD%D9%84_%D9%85%D8%A7\" >\u0631\u0627\u0647 \u062d\u0644 \u0645\u0627<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/nabfollower.com\/blog\/real-time-voice-interactions-with-the-websocket-audio-adapter-4keb\/#%DA%86%DA%AF%D9%88%D9%86%D9%87_%DA%A9%D8%A7%D8%B1_%D9%85%DB%8C_%DA%A9%D9%86%D8%AF\" >\u0686\u06af\u0648\u0646\u0647 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f<\/a><\/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\/real-time-voice-interactions-with-the-websocket-audio-adapter-4keb\/#%D9%88%DB%8C%DA%98%DA%AF%DB%8C_%D9%87%D8%A7%DB%8C_%DA%A9%D9%84%DB%8C%D8%AF%DB%8C\" >\u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/nabfollower.com\/blog\/real-time-voice-interactions-with-the-websocket-audio-adapter-4keb\/#1_%D8%B1%D8%A7%D9%87_%D8%A7%D9%86%D8%AF%D8%A7%D8%B2%DB%8C_%D8%B3%D8%A7%D8%AF%D9%87_%D8%B4%D8%AF%D9%87\" >1. \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u0633\u0627\u062f\u0647 \u0634\u062f\u0647<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/nabfollower.com\/blog\/real-time-voice-interactions-with-the-websocket-audio-adapter-4keb\/#2_%D8%B9%D9%85%D9%84%DA%A9%D8%B1%D8%AF_%D8%B2%D9%85%D8%A7%D9%86_%D9%88%D8%A7%D9%82%D8%B9%DB%8C\" >2. \u0639\u0645\u0644\u06a9\u0631\u062f \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/nabfollower.com\/blog\/real-time-voice-interactions-with-the-websocket-audio-adapter-4keb\/#3_%D9%85%D8%A8%D8%AA%D9%86%DB%8C_%D8%A8%D8%B1_%D9%85%D8%B1%D9%88%D8%B1%DA%AF%D8%B1\" >3. \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0645\u0631\u0648\u0631\u06af\u0631<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/nabfollower.com\/blog\/real-time-voice-interactions-with-the-websocket-audio-adapter-4keb\/#4_%D8%A7%D8%AF%D8%BA%D8%A7%D9%85_%D8%A7%D9%86%D8%B9%D8%B7%D8%A7%D9%81_%D9%BE%D8%B0%DB%8C%D8%B1\" >4. \u0627\u062f\u063a\u0627\u0645 \u0627\u0646\u0639\u0637\u0627\u0641 \u067e\u0630\u06cc\u0631<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/nabfollower.com\/blog\/real-time-voice-interactions-with-the-websocket-audio-adapter-4keb\/#%D9%85%D8%AB%D8%A7%D9%84_%DB%8C%DA%A9_%D8%B1%D8%A8%D8%A7%D8%AA_%D9%87%D9%88%D8%A7%D8%B4%D9%86%D8%A7%D8%B3%DB%8C_%D8%A8%D8%A7_%D9%82%D8%A7%D8%A8%D9%84%DB%8C%D8%AA_%D8%B5%D8%AF%D8%A7_%D8%A8%D8%B3%D8%A7%D8%B2%DB%8C%D8%AF\" >\u0645\u062b\u0627\u0644: \u06cc\u06a9 \u0631\u0628\u0627\u062a \u0647\u0648\u0627\u0634\u0646\u0627\u0633\u06cc \u0628\u0627 \u0642\u0627\u0628\u0644\u06cc\u062a \u0635\u062f\u0627 \u0628\u0633\u0627\u0632\u06cc\u062f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/nabfollower.com\/blog\/real-time-voice-interactions-with-the-websocket-audio-adapter-4keb\/#1_Repository_%D8%B1%D8%A7_%D8%B4%D8%A8%DB%8C%D9%87_%D8%B3%D8%A7%D8%B2%DB%8C_%DA%A9%D9%86%DB%8C%D8%AF\" >1. Repository \u0631\u0627 \u0634\u0628\u06cc\u0647 \u0633\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/nabfollower.com\/blog\/real-time-voice-interactions-with-the-websocket-audio-adapter-4keb\/#2_%D8%AA%D9%86%D8%B8%DB%8C%D9%85_%D9%85%D8%AA%D8%BA%DB%8C%D8%B1%D9%87%D8%A7%DB%8C_%D9%85%D8%AD%DB%8C%D8%B7%DB%8C\" >2. \u062a\u0646\u0638\u06cc\u0645 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u0645\u062d\u06cc\u0637\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/nabfollower.com\/blog\/real-time-voice-interactions-with-the-websocket-audio-adapter-4keb\/#%D8%A7%D8%AE%D8%AA%DB%8C%D8%A7%D8%B1%DB%8C_%DB%8C%DA%A9_%D9%85%D8%AD%DB%8C%D8%B7_%D9%85%D8%AC%D8%A7%D8%B2%DB%8C_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%D9%88_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%DA%A9%D9%86%DB%8C%D8%AF\" >(\u0627\u062e\u062a\u06cc\u0627\u0631\u06cc) \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc \u0627\u06cc\u062c\u0627\u062f \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/nabfollower.com\/blog\/real-time-voice-interactions-with-the-websocket-audio-adapter-4keb\/#3_Dependencies_%D8%B1%D8%A7_%D9%86%D8%B5%D8%A8_%DA%A9%D9%86%DB%8C%D8%AF\" >3. Dependencies \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/nabfollower.com\/blog\/real-time-voice-interactions-with-the-websocket-audio-adapter-4keb\/#4_%D8%B3%D8%B1%D9%88%D8%B1_%D8%B1%D8%A7_%D8%B1%D8%A7%D9%87_%D8%A7%D9%86%D8%AF%D8%A7%D8%B2%DB%8C_%DA%A9%D9%86%DB%8C%D8%AF\" >4. \u0633\u0631\u0648\u0631 \u0631\u0627 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/nabfollower.com\/blog\/real-time-voice-interactions-with-the-websocket-audio-adapter-4keb\/#%D8%A8%D8%B1%D8%A7%DB%8C_%DA%86%D8%AA_%D8%A2%D9%85%D8%A7%D8%AF%D9%87_%D9%87%D8%B3%D8%AA%DB%8C%D8%AF%D8%9F_%F0%9F%9A%80\" >\u0628\u0631\u0627\u06cc \u0686\u062a \u0622\u0645\u0627\u062f\u0647 \u0647\u0633\u062a\u06cc\u062f\u061f \ud83d\ude80<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/nabfollower.com\/blog\/real-time-voice-interactions-with-the-websocket-audio-adapter-4keb\/#%D8%A8%D8%B1%D8%B1%D8%B3%DB%8C_%DA%A9%D8%AF\" >\u0628\u0631\u0631\u0633\u06cc \u06a9\u062f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/nabfollower.com\/blog\/real-time-voice-interactions-with-the-websocket-audio-adapter-4keb\/#%D8%A8%D8%B1%D9%86%D8%A7%D9%85%D9%87_FastAPI_%D8%B1%D8%A7_%D8%B1%D8%A7%D9%87_%D8%A7%D9%86%D8%AF%D8%A7%D8%B2%DB%8C_%DA%A9%D9%86%DB%8C%D8%AF\" >\u0628\u0631\u0646\u0627\u0645\u0647 FastAPI \u0631\u0627 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/nabfollower.com\/blog\/real-time-voice-interactions-with-the-websocket-audio-adapter-4keb\/#%D8%AA%D8%B9%D8%B1%DB%8C%D9%81_%D9%86%D9%82%D8%B7%D9%87_%D9%BE%D8%A7%DB%8C%D8%A7%D9%86%DB%8C_WebSocket\" >\u062a\u0639\u0631\u06cc\u0641 \u0646\u0642\u0637\u0647 \u067e\u0627\u06cc\u0627\u0646\u06cc WebSocket<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/nabfollower.com\/blog\/real-time-voice-interactions-with-the-websocket-audio-adapter-4keb\/#%D9%85%D8%B2%D8%A7%DB%8C%D8%A7_%D8%AF%D8%B1_%D8%B9%D9%85%D9%84\" >\u0645\u0632\u0627\u06cc\u0627 \u062f\u0631 \u0639\u0645\u0644<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/nabfollower.com\/blog\/real-time-voice-interactions-with-the-websocket-audio-adapter-4keb\/#%D9%86%D8%AA%DB%8C%D8%AC%D9%87_%DA%AF%DB%8C%D8%B1%DB%8C\" >\u0646\u062a\u06cc\u062c\u0647 \u06af\u06cc\u0631\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/nabfollower.com\/blog\/real-time-voice-interactions-with-the-websocket-audio-adapter-4keb\/#%D9%BE%DB%8C%D8%AF%D8%A7_%DA%A9%D8%B1%D8%AF%D9%86_%D8%A7%DB%8C%D9%86_%D9%85%D9%81%DB%8C%D8%AF_%D8%A7%D8%B3%D8%AA%D8%9F\" >\u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0646 \u0627\u06cc\u0646 \u0645\u0641\u06cc\u062f \u0627\u0633\u062a\u061f<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D8%A8%DB%8C%D8%AF%D8%B1%D9%86%DA%AF_%D8%A7%D8%B2_%D8%B7%D8%B1%DB%8C%D9%82_WebSockets\"><\/span>\n<p>  <strong>\u0628\u06cc\u062f\u0631\u0646\u06af \u0627\u0632 \u0637\u0631\u06cc\u0642 WebSockets<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0645\u0627 <strong>\u067e\u0633\u062a \u0642\u0628\u0644\u06cc \u0648\u0628\u0644\u0627\u06af<\/strong>\u060c \u0631\u0648\u0634\u06cc \u0628\u0631\u0627\u06cc \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u0631\u0627 \u0645\u0639\u0631\u0641\u06cc \u06a9\u0631\u062f\u06cc\u0645 <code>RealtimeAgent<\/code> \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <code>TwilioAudioAdapter<\/code>. \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0645\u0648\u062b\u0631 \u0628\u0648\u062f\u060c \u0646\u06cc\u0627\u0632 \u0628\u0647 \u06cc\u06a9 \u0641\u0631\u0622\u06cc\u0646\u062f \u0641\u0634\u0631\u062f\u0647 \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u062f\u0627\u0634\u062a <strong>\u062a\u0648\u06cc\u0644\u06cc\u0648<\/strong> \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0633\u0627\u0632\u06cc\u060c \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u062d\u0633\u0627\u0628\u060c \u0627\u0631\u0633\u0627\u0644 \u0634\u0645\u0627\u0631\u0647 \u0648 \u0633\u0627\u06cc\u0631 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u0647\u0627. \u0627\u0645\u0631\u0648\u0632\u060c \u0645\u0627 \u0647\u06cc\u062c\u0627\u0646\u200c\u0632\u062f\u0647 \u0647\u0633\u062a\u06cc\u0645 \u062a\u0627 \u0622\u0646 \u0631\u0627 \u0645\u0639\u0631\u0641\u06cc \u06a9\u0646\u06cc\u0645<code>WebSocketAudioAdapter<\/code>\u060c \u06cc\u06a9 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0633\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u067e\u062e\u0634 \u0635\u062f\u0627 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc \u0628\u0647 \u0637\u0648\u0631 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u06cc\u06a9 \u0645\u0631\u0648\u0631\u06af\u0631 \u0648\u0628.<\/p>\n<p>\u0627\u06cc\u0646 \u067e\u0633\u062a \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u060c \u0645\u0632\u0627\u06cc\u0627 \u0648 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0622\u0646 \u0645\u06cc \u067e\u0631\u062f\u0627\u0632\u062f <code>WebSocketAudioAdapter<\/code>\u060c \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0646\u062d\u0648\u0647 \u0627\u0631\u062a\u0628\u0627\u0637 \u0645\u0627 \u0628\u0627 \u0639\u0648\u0627\u0645\u0644 \u0628\u0644\u0627\u062f\u0631\u0646\u06af \u0631\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<hr\/>\n<h3><span class=\"ez-toc-section\" id=\"%DA%86%D8%A7%D9%84%D8%B4_%D9%87%D8%A7_%D8%A8%D8%A7_%D8%B1%D8%A7%D9%87_%D8%AD%D9%84_%D9%87%D8%A7%DB%8C_%D9%85%D9%88%D8%AC%D9%88%D8%AF\"><\/span>\n<p>  <strong>\u0686\u0627\u0644\u0634 \u0647\u0627 \u0628\u0627 \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0642\u0628\u0644\u0627 \u0645\u0639\u0631\u0641\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a <code>TwilioAudioAdapter<\/code> \u06cc\u06a9 \u0631\u0627\u0647 \u0642\u0648\u06cc \u0628\u0631\u0627\u06cc \u0627\u062a\u0635\u0627\u0644 \u0628\u0647 \u0634\u0645\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f <code>RealtimeAgent<\/code>\u060c \u0628\u0627 \u0686\u0627\u0644\u0634 \u0647\u0627\u06cc\u06cc \u0647\u0645\u0631\u0627\u0647 \u0627\u0633\u062a:<\/p>\n<ul>\n<li>\n<p><strong>\u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u0647\u0627\u06cc \u0645\u0631\u0648\u0631\u06af\u0631<\/strong>: \u0628\u0631\u0627\u06cc \u062a\u06cc\u0645\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u0627\u0648\u0644 \u0648\u0628 \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f\u060c \u0627\u062f\u063a\u0627\u0645 \u0628\u0627 \u06cc\u06a9 \u067e\u0644\u062a \u0641\u0631\u0645 \u062a\u0644\u0641\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u063a\u06cc\u0631\u0636\u0631\u0648\u0631\u06cc \u0628\u0627\u0634\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647<\/strong>: \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u062d\u0633\u0627\u0628\u200c\u0647\u0627\u06cc Twilio\u060c \u062a\u0623\u06cc\u06cc\u062f \u0634\u0645\u0627\u0631\u0647\u200c\u0647\u0627 \u0648 \u062a\u0646\u0638\u06cc\u0645 \u0628\u0627\u0632\u0627\u0631\u0633\u0627\u0644 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0632\u0645\u0627\u0646\u200c\u0628\u0631 \u0628\u0627\u0634\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0628\u0647 \u067e\u0644\u062a\u0641\u0631\u0645<\/strong>: \u0627\u06cc\u0646 \u0631\u0627\u0647 \u062d\u0644 \u0628\u0647 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f \u06a9\u0647 \u0628\u0647 API \u062e\u0627\u0631\u062c\u06cc \u062a\u06a9\u06cc\u0647 \u06a9\u0646\u0646\u062f\u060c \u06a9\u0647 \u062a\u0623\u062e\u06cc\u0631 \u0648 \u0647\u0632\u06cc\u0646\u0647 \u0631\u0627 \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%D8%B1%D8%A7%D9%87_%D8%AD%D9%84_%D9%85%D8%A7\"><\/span>\n<p>  <strong>\u0631\u0627\u0647 \u062d\u0644 \u0645\u0627<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0631\u0627 <code>WebSocketAudioAdapter<\/code> \u0627\u06cc\u0646 \u0686\u0627\u0644\u0634 \u0647\u0627 \u0631\u0627 \u0628\u0627 \u0627\u062c\u0627\u0632\u0647 \u062f\u0627\u062f\u0646 \u0628\u0647 \u067e\u062e\u0634 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0635\u0648\u062a\u06cc \u0627\u0632 \u0628\u06cc\u0646 \u0645\u06cc \u0628\u0631\u062f <strong>\u0648\u0628 \u0633\u0648\u06a9\u062a \u0647\u0627<\/strong>. \u0627\u06cc\u0646 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0628\u0627 \u0641\u0646\u0627\u0648\u0631\u06cc\u200c\u0647\u0627\u06cc \u0645\u062f\u0631\u0646 \u0648\u0628 \u0627\u062f\u063a\u0627\u0645 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u062a\u0639\u0627\u0645\u0644\u0627\u062a \u0635\u0648\u062a\u06cc \u0628\u0644\u0627\u062f\u0631\u0646\u06af \u0631\u0627 \u0628\u062f\u0648\u0646 \u067e\u0644\u062a\u200c\u0641\u0631\u0645\u200c\u0647\u0627\u06cc \u062a\u0644\u0641\u0646 \u062e\u0627\u0631\u062c\u06cc \u0645\u0645\u06a9\u0646 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f.<\/p>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"%DA%86%DA%AF%D9%88%D9%86%D9%87_%DA%A9%D8%A7%D8%B1_%D9%85%DB%8C_%DA%A9%D9%86%D8%AF\"><\/span>\n<p>  <strong>\u0686\u06af\u0648\u0646\u0647 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0647\u0633\u062a\u0647 \u0622\u0646\u060c <code>WebSocketAudioAdapter<\/code> \u0627\u0647\u0631\u0645 \u0647\u0627 <strong>\u0648\u0628 \u0633\u0648\u06a9\u062a \u0647\u0627<\/strong> \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u067e\u062e\u0634 \u0635\u062f\u0627 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc. \u0627\u06cc\u0646 \u0628\u062f\u0627\u0646 \u0645\u0639\u0646\u0627\u0633\u062a \u06a9\u0647 \u0645\u0631\u0648\u0631\u06af\u0631 \u0634\u0645\u0627 \u0628\u0647 \u067e\u0644 \u0627\u0631\u062a\u0628\u0627\u0637\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u0634\u0648\u062f \u0648 \u0628\u0633\u062a\u0647 \u0647\u0627\u06cc \u0635\u0648\u062a\u06cc \u0631\u0627 \u0628\u0647 \u0633\u0631\u0648\u0631\u06cc \u0645\u06cc \u0641\u0631\u0633\u062a\u062f \u06a9\u0647 \u062f\u0631 \u0622\u0646 a <code>RealtimeAgent<\/code> \u0639\u0627\u0645\u0644 \u0622\u0646\u0647\u0627 \u0631\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u06cc\u06a9 \u0645\u0631\u0648\u0631 \u0633\u0631\u06cc\u0639 \u0627\u0632 \u0627\u062c\u0632\u0627\u06cc \u0622\u0646 \u0648 \u0646\u062d\u0648\u0647 \u062a\u0637\u0628\u06cc\u0642 \u0622\u0646\u0647\u0627 \u0628\u0627 \u06cc\u06a9\u062f\u06cc\u06af\u0631 \u0622\u0648\u0631\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<ol>\n<li>\n<strong>\u0627\u062a\u0635\u0627\u0644 \u0648\u0628 \u0633\u0648\u06a9\u062a<\/strong>:<\/li>\n<\/ol>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>* The adapter establishes a [**WebSockets**](https:\/\/fastapi.tiangolo.com\/advanced\/websockets\/) connection between the client (browser) and the server.\n\n* Audio packets are streamed in real time through this connection.\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>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\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<ol>\n<li>\n<strong>\u0627\u062f\u063a\u0627\u0645 \u0628\u0627 FastAPI<\/strong>:<\/li>\n<\/ol>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>* Using Python\u2019s [**FastAPI**](https:\/\/fastapi.tiangolo.com\/) framework, developers can easily set up endpoints for handling [**WebSockets**](https:\/\/fastapi.tiangolo.com\/advanced\/websockets\/) traffic.\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>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\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<ol>\n<li>\n<strong>\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 Realtime Agents<\/strong>:<\/li>\n<\/ol>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>* The audio adapter integrates with an AI-powered [`RealtimeAgent`](https:\/\/docs.ag2.ai\/docs\/reference\/agentchat\/realtime_agent\/realtime_agent), allowing the agent to process audio inputs and respond intelligently.\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>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\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<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"%D9%88%DB%8C%DA%98%DA%AF%DB%8C_%D9%87%D8%A7%DB%8C_%DA%A9%D9%84%DB%8C%D8%AF%DB%8C\"><\/span>\n<p>  <strong>\u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"1_%D8%B1%D8%A7%D9%87_%D8%A7%D9%86%D8%AF%D8%A7%D8%B2%DB%8C_%D8%B3%D8%A7%D8%AF%D9%87_%D8%B4%D8%AF%D9%87\"><\/span>\n<p>  <strong>1. \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u0633\u0627\u062f\u0647 \u0634\u062f\u0647<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0631 \u062e\u0644\u0627\u0641 <code>TwilioAudioAdapter<\/code>\u060c <code>WebSocketAudioAdapter<\/code> \u0628\u0647 \u0634\u0645\u0627\u0631\u0647 \u062a\u0644\u0641\u0646\u060c \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u062a\u0644\u0641\u0646 \u0648 \u0647\u06cc\u0686 \u062d\u0633\u0627\u0628 \u062e\u0627\u0631\u062c\u06cc \u0646\u06cc\u0627\u0632 \u0646\u062f\u0627\u0631\u062f. \u0627\u06cc\u0646 \u06cc\u06a9 \u0631\u0627\u0647 \u062d\u0644 plug-and-play \u0627\u0633\u062a.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%D8%B9%D9%85%D9%84%DA%A9%D8%B1%D8%AF_%D8%B2%D9%85%D8%A7%D9%86_%D9%88%D8%A7%D9%82%D8%B9%DB%8C\"><\/span>\n<p>  <strong>2. \u0639\u0645\u0644\u06a9\u0631\u062f \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0627 \u067e\u062e\u0634 \u062c\u0631\u06cc\u0627\u0646\u06cc \u0635\u062f\u0627 <strong>\u0648\u0628 \u0633\u0648\u06a9\u062a \u0647\u0627<\/strong>\u060c \u0622\u062f\u0627\u067e\u062a\u0648\u0631 \u062a\u0627\u062e\u06cc\u0631 \u06a9\u0645 \u0631\u0627 \u062a\u0636\u0645\u06cc\u0646 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0628\u0627\u0639\u062b \u0645\u06cc \u0634\u0648\u062f \u0645\u06a9\u0627\u0644\u0645\u0627\u062a \u0637\u0628\u06cc\u0639\u06cc \u0648 \u0628\u062f\u0648\u0646 \u062f\u0631\u0632 \u0628\u0627\u0634\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_%D9%85%D8%A8%D8%AA%D9%86%DB%8C_%D8%A8%D8%B1_%D9%85%D8%B1%D9%88%D8%B1%DA%AF%D8%B1\"><\/span>\n<p>  <strong>3. \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0645\u0631\u0648\u0631\u06af\u0631<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0647\u0645\u0647 \u0686\u06cc\u0632 \u062f\u0631 \u0645\u0631\u0648\u0631\u06af\u0631 \u06a9\u0627\u0631\u0628\u0631 \u0627\u062a\u0641\u0627\u0642 \u0645\u06cc \u0627\u0641\u062a\u062f\u060c \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0639\u0646\u06cc \u06a9\u0647 \u0646\u06cc\u0627\u0632\u06cc \u0628\u0647 \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631 \u0627\u0636\u0627\u0641\u06cc \u0646\u06cc\u0633\u062a. \u0627\u06cc\u0646 \u0622\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u062a\u062d\u062a \u0648\u0628 \u0627\u06cc\u062f\u0647 \u0622\u0644 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_%D8%A7%D8%AF%D8%BA%D8%A7%D9%85_%D8%A7%D9%86%D8%B9%D8%B7%D8%A7%D9%81_%D9%BE%D8%B0%DB%8C%D8%B1\"><\/span>\n<p>  <strong>4. \u0627\u062f\u063a\u0627\u0645 \u0627\u0646\u0639\u0637\u0627\u0641 \u067e\u0630\u06cc\u0631<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0686\u0647 \u062f\u0631 \u062d\u0627\u0644 \u0633\u0627\u062e\u062a \u06cc\u06a9 \u0631\u0628\u0627\u062a \u0686\u062a\u060c \u06cc\u06a9 \u062f\u0633\u062a\u06cc\u0627\u0631 \u0635\u0648\u062a\u06cc \u06cc\u0627 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u062a\u0639\u0627\u0645\u0644\u06cc \u0628\u0627\u0634\u06cc\u062f\u060c \u0622\u062f\u0627\u067e\u062a\u0648\u0631 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0628\u0627 \u0686\u0627\u0631\u0686\u0648\u0628 \u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u0648 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u062f\u063a\u0627\u0645 \u0634\u0648\u062f.<\/p>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D8%AB%D8%A7%D9%84_%DB%8C%DA%A9_%D8%B1%D8%A8%D8%A7%D8%AA_%D9%87%D9%88%D8%A7%D8%B4%D9%86%D8%A7%D8%B3%DB%8C_%D8%A8%D8%A7_%D9%82%D8%A7%D8%A8%D9%84%DB%8C%D8%AA_%D8%B5%D8%AF%D8%A7_%D8%A8%D8%B3%D8%A7%D8%B2%DB%8C%D8%AF\"><\/span>\n<p>  <strong>\u0645\u062b\u0627\u0644: \u06cc\u06a9 \u0631\u0628\u0627\u062a \u0647\u0648\u0627\u0634\u0646\u0627\u0633\u06cc \u0628\u0627 \u0642\u0627\u0628\u0644\u06cc\u062a \u0635\u062f\u0627 \u0628\u0633\u0627\u0632\u06cc\u062f<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0627\u0632 \u0637\u0631\u06cc\u0642 \u06cc\u06a9 \u0645\u062b\u0627\u0644 \u0639\u0645\u0644\u06cc \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0627\u0632 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 <code>WebSocketAudioAdapter<\/code> \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0631\u0628\u0627\u062a \u0647\u0648\u0627\u0634\u0646\u0627\u0633\u06cc \u0628\u0627 \u0642\u0627\u0628\u0644\u06cc\u062a \u0635\u0648\u062a\u06cc. \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0646\u0645\u0648\u0646\u0647 \u06a9\u0627\u0645\u0644 \u0631\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u062f <strong>\u0627\u06cc\u0646\u062c\u0627<\/strong>.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0646\u0645\u0648\u0646\u0647 \u062f\u0645\u0648\u060c \u0645\u0631\u0627\u062d\u0644 \u0632\u06cc\u0631 \u0631\u0627 \u062f\u0646\u0628\u0627\u0644 \u06a9\u0646\u06cc\u062f:<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Repository_%D8%B1%D8%A7_%D8%B4%D8%A8%DB%8C%D9%87_%D8%B3%D8%A7%D8%B2%DB%8C_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  <strong>1. Repository \u0631\u0627 \u0634\u0628\u06cc\u0647 \u0633\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code>git clone https:\/\/github.com\/ag2ai\/realtime-agent-over-websockets.git\n<span class=\"nb\">cd <\/span>realtime-agent-over-websockets\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>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\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=\"2_%D8%AA%D9%86%D8%B8%DB%8C%D9%85_%D9%85%D8%AA%D8%BA%DB%8C%D8%B1%D9%87%D8%A7%DB%8C_%D9%85%D8%AD%DB%8C%D8%B7%DB%8C\"><\/span>\n<p>  <strong>2. \u062a\u0646\u0638\u06cc\u0645 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u0645\u062d\u06cc\u0637\u06cc<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 <code>OAI_CONFIG_LIST<\/code> \u0641\u0627\u06cc\u0644 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 <code>OAI_CONFIG_LIST_sample<\/code>:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code><span class=\"nb\">cp <\/span>OAI_CONFIG_LIST_sample OAI_CONFIG_LIST\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>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\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>\u062f\u0631 \u0641\u0627\u06cc\u0644 OAI_CONFIG_LIST\u060c \u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u06a9\u0646\u06cc\u062f <code>api_key<\/code> \u0628\u0647 \u06a9\u0644\u06cc\u062f OpenAI API \u0634\u0645\u0627.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A7%D8%AE%D8%AA%DB%8C%D8%A7%D8%B1%DB%8C_%DB%8C%DA%A9_%D9%85%D8%AD%DB%8C%D8%B7_%D9%85%D8%AC%D8%A7%D8%B2%DB%8C_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%D9%88_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  <strong>(\u0627\u062e\u062a\u06cc\u0627\u0631\u06cc) \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc \u0627\u06cc\u062c\u0627\u062f \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0631\u0627\u06cc \u06a9\u0627\u0647\u0634 \u0634\u0644\u0648\u063a\u06cc \u0645\u062d\u06cc\u0637 \u062c\u0647\u0627\u0646\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 \u062f\u0633\u062a\u06af\u0627\u0647 \u062e\u0648\u062f\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f. \u062f\u0631 \u062e\u0637 \u0641\u0631\u0645\u0627\u0646 \u062e\u0648\u062f \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"n\">python3<\/span> <span class=\"o\">-<\/span><span class=\"n\">m<\/span> <span class=\"n\">venv<\/span> <span class=\"n\">env<\/span>\n<span class=\"n\">source<\/span> <span class=\"n\">env<\/span><span class=\"o\">\/<\/span><span class=\"nb\">bin<\/span><span class=\"o\">\/<\/span><span class=\"n\">activate<\/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>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\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=\"3_Dependencies_%D8%B1%D8%A7_%D9%86%D8%B5%D8%A8_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  <strong>3. Dependencies \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0628\u0633\u062a\u0647 \u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f <code>pip<\/code>:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code>pip <span class=\"nb\">install<\/span> <span class=\"nt\">-r<\/span> requirements.txt\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>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\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=\"4_%D8%B3%D8%B1%D9%88%D8%B1_%D8%B1%D8%A7_%D8%B1%D8%A7%D9%87_%D8%A7%D9%86%D8%AF%D8%A7%D8%B2%DB%8C_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  <strong>4. \u0633\u0631\u0648\u0631 \u0631\u0627 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u0627 \u0628\u0627 Uvicorn \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code>uvicorn realtime_over_websockets.main:app <span class=\"nt\">--port<\/span> 5050\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>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\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>\u067e\u0633 \u0627\u0632 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u0633\u0631\u0648\u0631\u060c \u0628\u0627\u06cc\u062f \u0628\u0631\u0646\u0627\u0645\u0647 \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u062d\u0627\u0644 \u0627\u062c\u0631\u0627 \u062f\u0631 \u06af\u0632\u0627\u0631\u0634 \u0647\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code>INFO:     Started server process <span class=\"o\">[<\/span>64425]\nINFO:     Waiting <span class=\"k\">for <\/span>application startup.\nINFO:     Application startup complete.\nINFO:     Uvicorn running on http:\/\/0.0.0.0:5050 <span class=\"o\">(<\/span>Press CTRL+C to quit<span class=\"o\">)<\/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>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\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%B1%D8%A7%DB%8C_%DA%86%D8%AA_%D8%A2%D9%85%D8%A7%D8%AF%D9%87_%D9%87%D8%B3%D8%AA%DB%8C%D8%AF%D8%9F_%F0%9F%9A%80\"><\/span>\n<p>  <strong>\u0628\u0631\u0627\u06cc \u0686\u062a \u0622\u0645\u0627\u062f\u0647 \u0647\u0633\u062a\u06cc\u062f\u061f \ud83d\ude80<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u06a9\u0646\u0648\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0647 \u0633\u0627\u062f\u06af\u06cc \u0628\u0627\u0632 \u06a9\u0646\u06cc\u062f <strong>localhost:5050\/ start-chat<\/strong> \u062f\u0631 \u0645\u0631\u0648\u0631\u06af\u0631 \u062e\u0648\u062f\u060c \u0648 \u0648\u0627\u0631\u062f \u06cc\u06a9 \u0645\u06a9\u0627\u0644\u0645\u0647 \u062a\u0639\u0627\u0645\u0644\u06cc \u0628\u0627 \u0622\u0646 \u0634\u0648\u06cc\u062f <code>RealtimeAgent<\/code>! \ud83c\udfa4\u2728<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639\u060c \u0628\u0647 \u0633\u0627\u062f\u06af\u06cc \u0628\u0627 \u0645\u06cc\u06a9\u0631\u0648\u0641\u0648\u0646 \u062e\u0648\u062f \u0635\u062d\u0628\u062a \u06a9\u0646\u06cc\u062f \u0648 \u06cc\u06a9 \u0633\u0648\u0627\u0644 \u0628\u067e\u0631\u0633\u06cc\u062f. \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u06af\u0648\u06cc\u06cc\u062f:<\/p>\n<p><strong>&#8220;\u0622\u0628 \u0648 \u0647\u0648\u0627 \u062f\u0631 \u0633\u06cc\u0627\u062a\u0644 \u0686\u06af\u0648\u0646\u0647 \u0627\u0633\u062a\u061f&#8221;<\/strong><\/p>\n<p>\u0627\u06cc\u0646 \u0633\u0648\u0627\u0644 \u0627\u0648\u0644\u06cc\u0647 \u0639\u0627\u0645\u0644 \u0631\u0627 \u0641\u0639\u0627\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0648 \u067e\u0627\u0633\u062e \u0645\u06cc\u200c\u062f\u0647\u062f \u0648 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u062f\u0631\u06a9 \u0648 \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u0634\u0645\u0627 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/p>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"%D8%A8%D8%B1%D8%B1%D8%B3%DB%8C_%DA%A9%D8%AF\"><\/span>\n<p>  <strong>\u0628\u0631\u0631\u0633\u06cc \u06a9\u062f<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc \u0646\u062d\u0648\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u0627\u06cc\u0646 \u0645\u062b\u0627\u0644 \u0628\u067e\u0631\u062f\u0627\u0632\u06cc\u0645 &#8211; \u0627\u0632 \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u0633\u0631\u0648\u0631 \u062a\u0627 \u0645\u062f\u06cc\u0631\u06cc\u062a \u067e\u062e\u0634 \u062c\u0631\u06cc\u0627\u0646\u06cc \u0635\u062f\u0627 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc \u0628\u0627 <strong>\u0648\u0628 \u0633\u0648\u06a9\u062a \u0647\u0627<\/strong>.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D8%A8%D8%B1%D9%86%D8%A7%D9%85%D9%87_FastAPI_%D8%B1%D8%A7_%D8%B1%D8%A7%D9%87_%D8%A7%D9%86%D8%AF%D8%A7%D8%B2%DB%8C_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  <strong>\u0628\u0631\u0646\u0627\u0645\u0647 FastAPI \u0631\u0627 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 <strong>FastAPI<\/strong> \u0628\u0631\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u0631\u0627\u0628\u0637 \u0686\u062a \u0648 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0627\u062a\u0635\u0627\u0644\u0627\u062a WebSocket. \u06cc\u06a9 \u0628\u062e\u0634 \u06a9\u0644\u06cc\u062f\u06cc\u060c \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0633\u0631\u0648\u0631 \u0628\u0631\u0627\u06cc \u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u0648 \u0627\u0631\u0627\u0626\u0647 \u0627\u0644\u06af\u0648\u0647\u0627\u06cc HTML \u0628\u0647 \u0635\u0648\u0631\u062a \u067e\u0648\u06cc\u0627 \u0628\u0631\u0627\u06cc \u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0627\u0633\u062a.<\/p>\n<ul>\n<li>\n<p><strong>\u062f\u0631 \u062d\u0627\u0644 \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u0627\u0644\u06af\u0648<\/strong>: \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f <code>Jinja2Templates<\/code> \u0628\u0631\u0627\u06cc \u0628\u0627\u0631\u06af\u06cc\u0631\u06cc <code>chat.html<\/code> \u0627\u0632 <code>templates<\/code> \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u0627\u0644\u06af\u0648 \u0628\u0647 \u0635\u0648\u0631\u062a \u067e\u0648\u06cc\u0627 \u0628\u0627 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0633\u0631\u0648\u0631 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u0634\u0648\u062f <code>port<\/code>.<\/p>\n<\/li>\n<li>\n<p><strong>\u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc \u0627\u0633\u062a\u0627\u062a\u06cc\u06a9<\/strong>: \u062f\u0627\u0631\u0627\u06cc\u06cc \u0647\u0627 (\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u062c\u0627\u0648\u0627 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a\u060c CSS) \u0631\u0627 \u0627\u0632 <code>static<\/code> \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc<\/p>\n<\/li>\n<\/ul>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"n\">app<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">FastAPI<\/span><span class=\"p\">()<\/span>\n\n\n<span class=\"nd\">@app.get<\/span><span class=\"p\">(<\/span><span class=\"sh\">\"<\/span><span class=\"s\">\/<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">response_class<\/span><span class=\"o\">=<\/span><span class=\"n\">JSONResponse<\/span><span class=\"p\">)<\/span>\n<span class=\"k\">async<\/span> <span class=\"k\">def<\/span> <span class=\"nf\">index_page<\/span><span class=\"p\">()<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"nb\">dict<\/span><span class=\"p\">[<\/span><span class=\"nb\">str<\/span><span class=\"p\">,<\/span> <span class=\"nb\">str<\/span><span class=\"p\">]:<\/span>\n    <span class=\"k\">return<\/span> <span class=\"p\">{<\/span><span class=\"sh\">\"<\/span><span class=\"s\">message<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">WebSocket Audio Stream Server is running!<\/span><span class=\"sh\">\"<\/span><span class=\"p\">}<\/span>\n\n\n<span class=\"n\">website_files_path<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Path<\/span><span class=\"p\">(<\/span><span class=\"n\">__file__<\/span><span class=\"p\">).<\/span><span class=\"n\">parent<\/span> <span class=\"o\">\/<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">website_files<\/span><span class=\"sh\">\"<\/span>\n\n<span class=\"n\">app<\/span><span class=\"p\">.<\/span><span class=\"nf\">mount<\/span><span class=\"p\">(<\/span>\n    <span class=\"sh\">\"<\/span><span class=\"s\">\/static<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span> <span class=\"nc\">StaticFiles<\/span><span class=\"p\">(<\/span><span class=\"n\">directory<\/span><span class=\"o\">=<\/span><span class=\"n\">website_files_path<\/span> <span class=\"o\">\/<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">static<\/span><span class=\"sh\">\"<\/span><span class=\"p\">),<\/span> <span class=\"n\">name<\/span><span class=\"o\">=<\/span><span class=\"sh\">\"<\/span><span class=\"s\">static<\/span><span class=\"sh\">\"<\/span>\n<span class=\"p\">)<\/span>\n\n<span class=\"n\">templates<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Jinja2Templates<\/span><span class=\"p\">(<\/span><span class=\"n\">directory<\/span><span class=\"o\">=<\/span><span class=\"n\">website_files_path<\/span> <span class=\"o\">\/<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">templates<\/span><span class=\"sh\">\"<\/span><span class=\"p\">)<\/span>\n\n\n<span class=\"nd\">@app.get<\/span><span class=\"p\">(<\/span><span class=\"sh\">\"<\/span><span class=\"s\">\/start-chat\/<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">response_class<\/span><span class=\"o\">=<\/span><span class=\"n\">HTMLResponse<\/span><span class=\"p\">)<\/span>\n<span class=\"k\">async<\/span> <span class=\"k\">def<\/span> <span class=\"nf\">start_chat<\/span><span class=\"p\">(<\/span><span class=\"n\">request<\/span><span class=\"p\">:<\/span> <span class=\"n\">Request<\/span><span class=\"p\">)<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"n\">HTMLResponse<\/span><span class=\"p\">:<\/span>\n    <span class=\"sh\">\"\"\"<\/span><span class=\"s\">Endpoint to return the HTML page for audio chat.<\/span><span class=\"sh\">\"\"\"<\/span>\n    <span class=\"n\">port<\/span> <span class=\"o\">=<\/span> <span class=\"n\">request<\/span><span class=\"p\">.<\/span><span class=\"n\">url<\/span><span class=\"p\">.<\/span><span class=\"n\">port<\/span>\n    <span class=\"k\">return<\/span> <span class=\"n\">templates<\/span><span class=\"p\">.<\/span><span class=\"nc\">TemplateResponse<\/span><span class=\"p\">(<\/span><span class=\"sh\">\"<\/span><span class=\"s\">chat.html<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span> <span class=\"p\">{<\/span><span class=\"sh\">\"<\/span><span class=\"s\">request<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"n\">request<\/span><span class=\"p\">,<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">port<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"n\">port<\/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>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\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%AA%D8%B9%D8%B1%DB%8C%D9%81_%D9%86%D9%82%D8%B7%D9%87_%D9%BE%D8%A7%DB%8C%D8%A7%D9%86%DB%8C_WebSocket\"><\/span>\n<p>  <strong>\u062a\u0639\u0631\u06cc\u0641 \u0646\u0642\u0637\u0647 \u067e\u0627\u06cc\u0627\u0646\u06cc WebSocket<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0631\u0627 <code>\/media-stream<\/code> \u0645\u0633\u06cc\u0631 WebSocket \u062c\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062a\u0639\u0627\u0645\u0644 \u0635\u0648\u062a\u06cc \u0628\u06cc\u200c\u062f\u0631\u0646\u06af \u067e\u0631\u062f\u0627\u0632\u0634 \u0648 \u0628\u0647 \u062f\u0633\u062a\u06cc\u0627\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u067e\u062e\u0634 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0628\u06cc\u0627\u06cc\u06cc\u062f \u06af\u0627\u0645 \u0628\u0647 \u06af\u0627\u0645 \u0622\u0646 \u0631\u0627 \u062a\u062c\u0632\u06cc\u0647 \u06a9\u0646\u06cc\u0645:<\/p>\n<p>1. <strong>\u0627\u062a\u0635\u0627\u0644 WebSocket \u0631\u0627 \u0628\u067e\u0630\u06cc\u0631\u06cc\u062f<\/strong> \u0627\u062a\u0635\u0627\u0644 WebSocket \u0632\u0645\u0627\u0646\u06cc \u0628\u0631\u0642\u0631\u0627\u0631 \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u06cc\u06a9 \u06a9\u0644\u0627\u06cc\u0646\u062a \u0628\u0647 \u0622\u0646 \u0645\u062a\u0635\u0644 \u0645\u06cc \u0634\u0648\u062f <code>\/media-stream<\/code>. \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <code>await websocket.accept()<\/code>\u060c \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0627\u062a\u0635\u0627\u0644 \u0632\u0646\u062f\u0647 \u0648 \u0622\u0645\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u0627\u0631\u062a\u0628\u0627\u0637 \u0627\u0633\u062a.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"nd\">@app.websocket<\/span><span class=\"p\">(<\/span><span class=\"sh\">\"<\/span><span class=\"s\">\/media-stream<\/span><span class=\"sh\">\"<\/span><span class=\"p\">)<\/span>\n<span class=\"k\">async<\/span> <span class=\"k\">def<\/span> <span class=\"nf\">handle_media_stream<\/span><span class=\"p\">(<\/span><span class=\"n\">websocket<\/span><span class=\"p\">:<\/span> <span class=\"n\">WebSocket<\/span><span class=\"p\">)<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"bp\">None<\/span><span class=\"p\">:<\/span>\n    <span class=\"sh\">\"\"\"<\/span><span class=\"s\">Handle WebSocket connections providing audio stream and OpenAI.<\/span><span class=\"sh\">\"\"\"<\/span>\n    <span class=\"k\">await<\/span> <span class=\"n\">websocket<\/span><span class=\"p\">.<\/span><span class=\"nf\">accept<\/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>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\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>2. <strong>\u0648\u0631\u0648\u062f \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0627\u0648\u0644\u06cc\u0647<\/strong> \u06cc\u06a9 \u0646\u0645\u0648\u0646\u0647 \u0644\u0627\u06af\u0631 (<code>getLogger(\"uvicorn.error\")<\/code>) \u0628\u0631\u0627\u06cc \u0646\u0638\u0627\u0631\u062a \u0648 \u0627\u0634\u06a9\u0627\u0644 \u0632\u062f\u0627\u06cc\u06cc \u0641\u0639\u0627\u0644\u06cc\u062a \u0647\u0627\u06cc \u0633\u0631\u0648\u0631 \u062a\u0646\u0638\u06cc\u0645 \u0634\u062f\u0647 \u0627\u0633\u062a \u0648 \u0628\u0647 \u0631\u062f\u06cc\u0627\u0628\u06cc \u0631\u0648\u06cc\u062f\u0627\u062f\u0647\u0627 \u062f\u0631 \u0637\u0648\u0644 \u0641\u0631\u0622\u06cc\u0646\u062f \u0627\u062a\u0635\u0627\u0644 \u0648 \u062a\u0639\u0627\u0645\u0644 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code>    <span class=\"n\">logger<\/span> <span class=\"o\">=<\/span> <span class=\"nf\">getLogger<\/span><span class=\"p\">(<\/span><span class=\"sh\">\"<\/span><span class=\"s\">uvicorn.error<\/span><span class=\"sh\">\"<\/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>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\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>3. <strong>\u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u062f<\/strong> <code>WebSocketAudioAdapter<\/code>  \u0631\u0627 <code>WebSocketAudioAdapter<\/code> \u062c\u0631\u06cc\u0627\u0646 \u0635\u0648\u062a\u06cc \u0645\u0634\u062a\u0631\u06cc \u0631\u0627 \u0628\u0627 <code>RealtimeAgent<\/code>. \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0635\u0648\u062a\u06cc \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u062c\u0631\u06cc\u0627\u0646\u06cc \u067e\u062e\u0634 \u0645\u06cc \u06a9\u0646\u062f <strong>\u0648\u0628 \u0633\u0648\u06a9\u062a \u0647\u0627<\/strong> \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc\u060c \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0632 \u0627\u0631\u062a\u0628\u0627\u0637 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0628\u06cc\u0646 \u0645\u0631\u0648\u0631\u06af\u0631 \u0648 \u0639\u0627\u0645\u0644.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code>    <span class=\"n\">audio_adapter<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">WebSocketAudioAdapter<\/span><span class=\"p\">(<\/span><span class=\"n\">websocket<\/span><span class=\"p\">,<\/span> <span class=\"n\">logger<\/span><span class=\"o\">=<\/span><span class=\"n\">logger<\/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>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\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>4. <strong>\u0639\u0627\u0645\u0644 Realtime \u0631\u0627 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u06a9\u0646\u06cc\u062f<\/strong> \u0631\u0627 <code>RealtimeAgent<\/code> \u062f\u0633\u062a\u06cc\u0627\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062a\u0639\u0627\u0645\u0644 \u0631\u0627 \u0647\u062f\u0627\u06cc\u062a \u0645\u06cc \u06a9\u0646\u062f. \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>* **Name**: The agent identity, here called `\"Weather Bot\"`.\n\n* **System Message**: System message for the agent.\n\n* **Language Model Configuration**: Defined by `realtime_llm_config` for LLM settings.\n\n* **Audio Adapter**: Connects the [`WebSocketAudioAdapter`](https:\/\/docs.ag2.ai\/docs\/reference\/agentchat\/realtime_agent\/websocket_audio_adapter#websocketaudioadapter) for handling audio.\n\n* **Logger**: Logs the agent\u2019s activities for better observability.\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>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\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<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code>    <span class=\"n\">realtime_agent<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">RealtimeAgent<\/span><span class=\"p\">(<\/span>\n        <span class=\"n\">name<\/span><span class=\"o\">=<\/span><span class=\"sh\">\"<\/span><span class=\"s\">Weather Bot<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span>\n        <span class=\"n\">system_message<\/span><span class=\"o\">=<\/span><span class=\"sh\">\"<\/span><span class=\"s\">Hello there! I am an AI voice assistant powered by Autogen and the OpenAI Realtime API. You can ask me about weather, jokes, or anything you can imagine. Start by saying <\/span><span class=\"sh\">'<\/span><span class=\"s\">How can I help you<\/span><span class=\"sh\">'<\/span><span class=\"s\">?<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span>\n        <span class=\"n\">llm_config<\/span><span class=\"o\">=<\/span><span class=\"n\">realtime_llm_config<\/span><span class=\"p\">,<\/span>\n        <span class=\"n\">audio_adapter<\/span><span class=\"o\">=<\/span><span class=\"n\">audio_adapter<\/span><span class=\"p\">,<\/span>\n        <span class=\"n\">logger<\/span><span class=\"o\">=<\/span><span class=\"n\">logger<\/span><span class=\"p\">,<\/span>\n    <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>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\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>5. <strong>\u06cc\u06a9 \u062a\u0627\u0628\u0639 \u0628\u06cc\u062f\u0631\u0646\u06af \u0633\u0641\u0627\u0631\u0634\u06cc \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u06cc\u062f<\/strong> \u0631\u0627 <code>get_weather<\/code> \u062a\u0627\u0628\u0639 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u062a\u0627\u0628\u0639 \u0642\u0627\u0628\u0644 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0628\u0644\u0627\u062f\u0631\u0646\u06af \u062b\u0628\u062a \u0645\u06cc \u0634\u0648\u062f. \u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u06a9\u0627\u0631\u0628\u0631 \u062f\u0631 \u0645\u0648\u0631\u062f \u0622\u0628 \u0648 \u0647\u0648\u0627 \u0645\u06cc \u067e\u0631\u0633\u062f\u060c \u0639\u0627\u0645\u0644 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u0631\u0627 \u0628\u0631\u0627\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a \u06af\u0632\u0627\u0631\u0634 \u0622\u0628 \u0648 \u0647\u0648\u0627\u06cc \u062f\u0642\u06cc\u0642 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u06a9\u0646\u062f \u0648 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u067e\u0627\u0633\u062e \u062f\u0647\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>* Returns `\"The weather is cloudy.\"` for `\"Seattle\"`.\n\n* Returns `\"The weather is sunny.\"` for other locations.\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>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\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<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code>    <span class=\"nd\">@realtime_agent.register_realtime_function<\/span><span class=\"p\">(<\/span>  <span class=\"c1\"># type: ignore [misc]\n<\/span>        <span class=\"n\">name<\/span><span class=\"o\">=<\/span><span class=\"sh\">\"<\/span><span class=\"s\">get_weather<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">description<\/span><span class=\"o\">=<\/span><span class=\"sh\">\"<\/span><span class=\"s\">Get the current weather<\/span><span class=\"sh\">\"<\/span>\n    <span class=\"p\">)<\/span>\n    <span class=\"k\">def<\/span> <span class=\"nf\">get_weather<\/span><span class=\"p\">(<\/span><span class=\"n\">location<\/span><span class=\"p\">:<\/span> <span class=\"n\">Annotated<\/span><span class=\"p\">[<\/span><span class=\"nb\">str<\/span><span class=\"p\">,<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">city<\/span><span class=\"sh\">\"<\/span><span class=\"p\">])<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"nb\">str<\/span><span class=\"p\">:<\/span>\n        <span class=\"nf\">return <\/span><span class=\"p\">(<\/span>\n            <span class=\"sh\">\"<\/span><span class=\"s\">The weather is cloudy.<\/span><span class=\"sh\">\"<\/span>\n            <span class=\"k\">if<\/span> <span class=\"n\">location<\/span> <span class=\"o\">==<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">Seattle<\/span><span class=\"sh\">\"<\/span>\n            <span class=\"k\">else<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">The weather is sunny.<\/span><span class=\"sh\">\"<\/span>\n        <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>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\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>6. <strong>Realtime Agent \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f<\/strong> \u0631\u0627 <code>await realtime_agent.run()<\/code> \u0645\u062a\u062f \u0639\u0627\u0645\u0644 \u0631\u0627 \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u062c\u0631\u06cc\u0627\u0646\u200c\u0647\u0627\u06cc \u0635\u0648\u062a\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a\u06cc \u0631\u0627 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631 \u0631\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc \u067e\u0627\u0633\u062e \u0645\u06cc\u200c\u062f\u0647\u062f.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u06a9\u062f \u06a9\u0627\u0645\u0644 \u0628\u0631\u0627\u06cc <code>\/media-stream<\/code> \u0646\u0642\u0637\u0647 \u067e\u0627\u06cc\u0627\u0646\u06cc:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"nd\">@app.websocket<\/span><span class=\"p\">(<\/span><span class=\"sh\">\"<\/span><span class=\"s\">\/media-stream<\/span><span class=\"sh\">\"<\/span><span class=\"p\">)<\/span>\n<span class=\"k\">async<\/span> <span class=\"k\">def<\/span> <span class=\"nf\">handle_media_stream<\/span><span class=\"p\">(<\/span><span class=\"n\">websocket<\/span><span class=\"p\">:<\/span> <span class=\"n\">WebSocket<\/span><span class=\"p\">)<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"bp\">None<\/span><span class=\"p\">:<\/span>\n    <span class=\"sh\">\"\"\"<\/span><span class=\"s\">Handle WebSocket connections providing audio stream and OpenAI.<\/span><span class=\"sh\">\"\"\"<\/span>\n    <span class=\"k\">await<\/span> <span class=\"n\">websocket<\/span><span class=\"p\">.<\/span><span class=\"nf\">accept<\/span><span class=\"p\">()<\/span>\n\n    <span class=\"n\">logger<\/span> <span class=\"o\">=<\/span> <span class=\"nf\">getLogger<\/span><span class=\"p\">(<\/span><span class=\"sh\">\"<\/span><span class=\"s\">uvicorn.error<\/span><span class=\"sh\">\"<\/span><span class=\"p\">)<\/span>\n\n    <span class=\"n\">audio_adapter<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">WebSocketAudioAdapter<\/span><span class=\"p\">(<\/span><span class=\"n\">websocket<\/span><span class=\"p\">,<\/span> <span class=\"n\">logger<\/span><span class=\"o\">=<\/span><span class=\"n\">logger<\/span><span class=\"p\">)<\/span>\n\n    <span class=\"n\">realtime_agent<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">RealtimeAgent<\/span><span class=\"p\">(<\/span>\n        <span class=\"n\">name<\/span><span class=\"o\">=<\/span><span class=\"sh\">\"<\/span><span class=\"s\">Weather Bot<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span>\n        <span class=\"n\">system_message<\/span><span class=\"o\">=<\/span><span class=\"sh\">\"<\/span><span class=\"s\">Hello there! I am an AI voice assistant powered by Autogen and the OpenAI Realtime API. You can ask me about weather, jokes, or anything you can imagine. Start by saying <\/span><span class=\"sh\">'<\/span><span class=\"s\">How can I help you<\/span><span class=\"sh\">'<\/span><span class=\"s\">?<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span>\n        <span class=\"n\">llm_config<\/span><span class=\"o\">=<\/span><span class=\"n\">realtime_llm_config<\/span><span class=\"p\">,<\/span>\n        <span class=\"n\">audio_adapter<\/span><span class=\"o\">=<\/span><span class=\"n\">audio_adapter<\/span><span class=\"p\">,<\/span>\n        <span class=\"n\">logger<\/span><span class=\"o\">=<\/span><span class=\"n\">logger<\/span><span class=\"p\">,<\/span>\n    <span class=\"p\">)<\/span>\n\n    <span class=\"nd\">@realtime_agent.register_realtime_function<\/span><span class=\"p\">(<\/span>  <span class=\"c1\"># type: ignore [misc]\n<\/span>        <span class=\"n\">name<\/span><span class=\"o\">=<\/span><span class=\"sh\">\"<\/span><span class=\"s\">get_weather<\/span><span class=\"sh\">\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">description<\/span><span class=\"o\">=<\/span><span class=\"sh\">\"<\/span><span class=\"s\">Get the current weather<\/span><span class=\"sh\">\"<\/span>\n    <span class=\"p\">)<\/span>\n    <span class=\"k\">def<\/span> <span class=\"nf\">get_weather<\/span><span class=\"p\">(<\/span><span class=\"n\">location<\/span><span class=\"p\">:<\/span> <span class=\"n\">Annotated<\/span><span class=\"p\">[<\/span><span class=\"nb\">str<\/span><span class=\"p\">,<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">city<\/span><span class=\"sh\">\"<\/span><span class=\"p\">])<\/span> <span class=\"o\">-&gt;<\/span> <span class=\"nb\">str<\/span><span class=\"p\">:<\/span>\n        <span class=\"nf\">return <\/span><span class=\"p\">(<\/span>\n            <span class=\"sh\">\"<\/span><span class=\"s\">The weather is cloudy.<\/span><span class=\"sh\">\"<\/span>\n            <span class=\"k\">if<\/span> <span class=\"n\">location<\/span> <span class=\"o\">==<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">Seattle<\/span><span class=\"sh\">\"<\/span>\n            <span class=\"k\">else<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">The weather is sunny.<\/span><span class=\"sh\">\"<\/span>\n        <span class=\"p\">)<\/span>\n\n    <span class=\"k\">await<\/span> <span class=\"n\">realtime_agent<\/span><span class=\"p\">.<\/span><span class=\"nf\">run<\/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>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\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<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D8%B2%D8%A7%DB%8C%D8%A7_%D8%AF%D8%B1_%D8%B9%D9%85%D9%84\"><\/span>\n<p>  <strong>\u0645\u0632\u0627\u06cc\u0627 \u062f\u0631 \u0639\u0645\u0644<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li>\n<p><strong>\u0646\u0645\u0648\u0646\u0647 \u0633\u0627\u0632\u06cc \u0633\u0631\u06cc\u0639<\/strong>: \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0635\u0648\u062a\u06cc \u0628\u0644\u0627\u062f\u0631\u0646\u06af \u0631\u0627 \u062f\u0631 \u0686\u0646\u062f \u062f\u0642\u06cc\u0642\u0647 \u0628\u0686\u0631\u062e\u0627\u0646\u06cc\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u06a9\u0627\u0631\u0627\u06cc\u06cc \u0647\u0632\u06cc\u0646\u0647<\/strong>: \u062d\u0630\u0641 \u0647\u0632\u06cc\u0646\u0647 \u0647\u0627\u06cc \u062a\u0644\u0641\u0646 \u0634\u062e\u0635 \u062b\u0627\u0644\u062b.<\/p>\n<\/li>\n<li>\n<p><strong>\u06a9\u0627\u0631\u0628\u0631 \u067e\u0633\u0646\u062f<\/strong>: \u062f\u0631 \u0645\u0631\u0648\u0631\u06af\u0631 \u0627\u062c\u0631\u0627 \u0645\u06cc \u0634\u0648\u062f \u0648 \u0628\u0631\u0627\u06cc \u0647\u0631 \u06a9\u0633\u06cc \u06a9\u0647 \u0645\u06cc\u06a9\u0631\u0648\u0641\u0648\u0646 \u062f\u0627\u0631\u062f \u0642\u0627\u0628\u0644 \u062f\u0633\u062a\u0631\u0633\u06cc \u0627\u0633\u062a.<\/p>\n<\/li>\n<\/ul>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"%D9%86%D8%AA%DB%8C%D8%AC%D9%87_%DA%AF%DB%8C%D8%B1%DB%8C\"><\/span>\n<p>  <strong>\u0646\u062a\u06cc\u062c\u0647 \u06af\u06cc\u0631\u06cc<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0631\u0627 <code>WebSocketAudioAdapter<\/code> \u0646\u0634\u0627\u0646 \u062f\u0647\u0646\u062f\u0647 \u062a\u063a\u06cc\u06cc\u0631 \u0628\u0647 \u0633\u0645\u062a \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627\u06cc \u0635\u0648\u062a\u06cc \u0633\u0627\u062f\u0647 \u062a\u0631 \u0648 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u062a\u0631 \u0627\u0633\u062a. \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0631\u0627 \u0642\u0627\u062f\u0631 \u0645\u06cc \u0633\u0627\u0632\u062f \u062a\u0627 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u0635\u0648\u062a\u06cc \u0631\u0627 \u0633\u0631\u06cc\u0639\u062a\u0631 \u0648 \u06a9\u0627\u0631\u0622\u0645\u062f\u062a\u0631 \u0628\u0633\u0627\u0632\u0646\u062f \u0648 \u0628\u0647 \u06a9\u0627\u0631 \u06af\u06cc\u0631\u0646\u062f. \u0686\u0647 \u062f\u0631 \u062d\u0627\u0644 \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u062f\u0633\u062a\u06cc\u0627\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0628\u0627 \u0642\u0627\u0628\u0644\u06cc\u062a \u0635\u0648\u062a\u06cc \u06cc\u0627 \u06cc\u06a9 \u067e\u0631\u0648\u0698\u0647 \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc \u0628\u0627\u0634\u06cc\u062f\u060c \u0627\u06cc\u0646 \u0622\u062f\u0627\u067e\u062a\u0648\u0631 \u0627\u0628\u0632\u0627\u0631\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc \u067e\u062e\u0634 \u0635\u062f\u0627\u06cc \u0628\u0644\u0627\u062f\u0631\u0646\u06af \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u0622\u0646 \u0631\u0627 \u0627\u0645\u062a\u062d\u0627\u0646 \u06a9\u0646\u06cc\u062f \u0648 \u0627\u06cc\u062f\u0647 \u0647\u0627\u06cc \u0635\u0648\u062a\u06cc \u062e\u0648\u062f \u0631\u0627 \u0632\u0646\u062f\u0647 \u06a9\u0646\u06cc\u062f!<\/p>\n<hr\/>\n<h2><span class=\"ez-toc-section\" id=\"%D9%BE%DB%8C%D8%AF%D8%A7_%DA%A9%D8%B1%D8%AF%D9%86_%D8%A7%DB%8C%D9%86_%D9%85%D9%81%DB%8C%D8%AF_%D8%A7%D8%B3%D8%AA%D8%9F\"><\/span>\n<p>  <strong>\u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0646 \u0627\u06cc\u0646 \u0645\u0641\u06cc\u062f \u0627\u0633\u062a\u061f<\/strong><br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0631\u0627 <strong>\u062a\u06cc\u0645 AG2<\/strong> \u0628\u0647 \u0633\u062e\u062a\u06cc \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u0645\u062d\u062a\u0648\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f\u060c \u0628\u0647 \u063a\u06cc\u0631 \u0627\u0632 \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u067e\u0644\u062a\u0641\u0631\u0645 \u0642\u062f\u0631\u062a\u0645\u0646\u062f\u060c \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u0648 \u0633\u0631\u062a\u0627\u0633\u0631 \u0628\u0631\u0627\u06cc \u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646 \u0686\u0646\u062f \u0639\u0627\u0645\u0644\u06cc.<\/p>\n<p>\u0633\u0627\u062f\u0647 \u062a\u0631\u06cc\u0646 \u0631\u0627\u0647 \u0628\u0631\u0627\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0646 \u062d\u0645\u0627\u06cc\u062a \u062e\u0648\u062f\u060c \u0633\u062a\u0627\u0631\u0647 \u06a9\u0631\u062f\u0646 \u0627\u0633\u062a <strong>\u0645\u062e\u0632\u0646 AG2<\/strong>\u060c \u0628\u0644\u06a9\u0647 \u0628\u0631\u0627\u06cc \u0645\u0634\u0627\u0631\u06a9\u062a \u06cc\u0627 \u0635\u0631\u0641\u0627\u064b \u0628\u0631\u0627\u06cc \u0627\u0645\u062a\u062d\u0627\u0646 \u06a9\u0631\u062f\u0646 \u0628\u0647 \u0622\u0646 \u0646\u06af\u0627\u0647\u06cc \u0628\u06cc\u0646\u062f\u0627\u0632\u06cc\u062f.<\/p>\n<p>\u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u0627\u06af\u0631 \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062c\u0627\u0644\u0628\u06cc \u0628\u0631\u0627\u06cc RealtimeAgent \u062f\u0627\u0631\u06cc\u062f\u060c \u0628\u0647 \u0645\u0627 \u0627\u0637\u0644\u0627\u0639 \u062f\u0647\u06cc\u062f\u061f \u06cc\u0627 \u0634\u0627\u06cc\u062f \u062f\u0648\u0633\u062a \u062f\u0627\u0631\u06cc\u062f \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627 \u06cc\u0627 \u067e\u06cc\u0634\u0631\u0641\u062a \u0647\u0627\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc \u0628\u0628\u06cc\u0646\u06cc\u062f\u061f \u0628\u0647 \u0645\u0627 \u0628\u067e\u06cc\u0648\u0646\u062f\u06cc\u062f <strong>\u0627\u062e\u062a\u0644\u0627\u0641<\/strong> <strong>\u0633\u0631\u0648\u0631<\/strong> \u0628\u0631\u0627\u06cc \u0628\u062d\u062b<\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646: Mark Sze\u060c Tvrtko Sternak\u060c Davor Runje\u060c Davorin Rusevljan TL;DR: \u0627\u062c\u0631\u0627\u06cc \u0646\u0633\u062e\u0647 \u06cc \u0646\u0645\u0627\u06cc\u0634\u06cc: \u06cc\u06a9 \u0648\u0628 \u0633\u0627\u06cc\u062a \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0633\u0648\u06a9\u062a \u0647\u0627\u06cc \u0648\u0628 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f \u0648 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0635\u062f\u0627 \u0628\u0627 \u0622\u0646 \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0631\u0642\u0631\u0627\u0631 \u06a9\u0646\u06cc\u062f RealtimeAgent \u0645\u0639\u0631\u0641\u06cc \u06a9\u0631\u062f\u0646 WebSocketAudioAdapter: \u067e\u062e\u0634 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0635\u062f\u0627 \u0627\u0632 \u0645\u0631\u0648\u0631\u06af\u0631 \u062e\u0648\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0648\u0628 \u0633\u0648\u06a9\u062a \u0647\u0627. \u062a\u0648\u0633\u0639\u0647 \u0633\u0627\u062f\u0647 &hellip;<\/p>\n","protected":false},"author":2,"featured_media":92974,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-92973","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dev"],"_links":{"self":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/92973","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/comments?post=92973"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/92973\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/92974"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=92973"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=92973"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=92973"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}