{"id":10122,"date":"2023-03-04T23:03:14","date_gmt":"2023-03-04T19:33:14","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/ai-powered-search-with-openai-embeddings-2990\/"},"modified":"2023-03-04T23:03:14","modified_gmt":"2023-03-04T19:33:14","slug":"ai-powered-search-with-openai-embeddings-2990","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/ai-powered-search-with-openai-embeddings-2990\/","title":{"rendered":"\u062c\u0633\u062a\u062c\u0648\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0627 \u062a\u0639\u0628\u06cc\u0647\u200c\u0647\u0627\u06cc OpenAI"},"content":{"rendered":"<div data-article-id=\"1388092\" id=\"article-body\">\n<p>\u0628\u0631\u062e\u06cc \u0627\u0632 \u0628\u0647\u062a\u0631\u06cc\u0646 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0632 \u062f\u0627\u0646\u0634 \u0645\u0648\u062c\u0648\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u0648 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627 \u0642\u0627\u0628\u0644 \u062c\u0633\u062a\u062c\u0648 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.  \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u062f\u0631 \u062a\u0648\u06cc\u06cc\u062a\u0631 \u067e\u06cc\u0645\u0627\u06cc\u0634 \u0645\u06cc \u06a9\u0646\u0645\u060c \u062a\u0648\u06cc\u06cc\u062a\u06cc \u062f\u0631 \u067e\u0644 \u06af\u0631\u0627\u0647\u0627\u0645-gpt \u0645\u06cc \u06a9\u0646\u0645.<\/p>\n<blockquote class=\"ltag__twitter-tweet\" data-url=\"https:\/\/twitter.com\/mckaywrigley\/status\/1631328308116996097\">\n<div class=\"ltag__twitter-tweet__main\" data-url=\"https:\/\/twitter.com\/mckaywrigley\/status\/1631328308116996097\">\n<div class=\"ltag__twitter-tweet__body\">\n<p>      \u0647\u0645\u0647 \u0631\u0627 \u062c\u0627\u0633\u0627\u0632\u06cc \u06a9\u0631\u062f\u0645 <a href=\"https:\/\/twitter.com\/paulg\" rel=\"nofollow noopener\" target=\"_blank\">@paulg<\/a>\u0645\u0642\u0627\u0644\u0627\u062a<\/p>\n<p>\u0647\u0645\u0647 605870 \u062a\u0648\u06a9\u0646 \u0627\u0631\u0632\u0634 \u062f\u0627\u0631\u0646\u062f.<\/p>\n<p>\u0627\u0632 \u0645\u062f\u0644 \u062c\u062f\u06cc\u062f OpenAI \u0628\u0631\u0627\u06cc \u062c\u0633\u062a\u062c\u0648 \u0648 \u0686\u062a \u0628\u0627 \u0622\u0646\u0647\u0627 \u062f\u0631 paul-graham-gpt.vercel.app \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u06a9\u062f \u0648 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 100\u066a \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0647\u0631 \u06a9\u0633\u06cc \u0627\u0633\u062a.<\/p>\n<p>GitHub: github.com\/mckaywrigley\/p\u2026\n    <\/p>\n<\/div>\n<p>      16:19 &#8211; 02 \u0645\u0627\u0631\u0633 2023\n    <\/p>\n<\/p><\/div>\n<\/blockquote>\n<p>\u062f\u0631 \u0627\u06cc\u0646 30 \u0631\u0648\u0632 \u0627\u0632 \u0633\u0631\u06cc OpenAI\u060c \u0645\u0646 \u0628\u0647 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u06a9\u062f \u0622\u0646\u200c\u0647\u0627 \u0646\u06af\u0627\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0645 \u062a\u0627 \u0628\u0647 \u0627\u0628\u0647\u0627\u0645\u200c\u0632\u062f\u0627\u06cc\u06cc \u06a9\u0645\u06a9 \u06a9\u0646\u0645 \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0647\u0631 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0628\u0633\u0627\u0632\u062f.<\/p>\n<p>\u067e\u0644 \u06af\u0631\u0627\u0647\u0627\u0645 \u0628\u06cc\u0634\u062a\u0631 \u0628\u0647 \u062e\u0627\u0637\u0631 \u06a9\u0627\u0631\u0634 \u0628\u0631 \u0631\u0648\u06cc \u0632\u0628\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc Lisp \u0648 \u0628\u0631\u0627\u06cc \u062a\u0623\u0633\u06cc\u0633 \u0634\u062a\u0627\u0628\u062f\u0647\u0646\u062f\u0647 \u0627\u0633\u062a\u0627\u0631\u062a\u0627\u067e\u06cc \u0648 \u0634\u0631\u06a9\u062a \u0633\u0631\u0645\u0627\u06cc\u0647 \u0627\u0648\u0644\u06cc\u0647 Y Combinator \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc \u0634\u0648\u062f.  \u0627\u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u0642\u0627\u0644\u0627\u062a \u0632\u06cc\u0627\u062f\u06cc \u0645\u06cc \u0646\u0648\u06cc\u0633\u062f \u06a9\u0647 \u062f\u0627\u0646\u0634 \u0632\u06cc\u0627\u062f\u06cc \u0631\u0627 \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u0628\u0646\u06cc\u0627\u0646\u06af\u0630\u0627\u0631\u0627\u0646 \u0641\u0639\u0644\u06cc \u0648 \u0622\u06cc\u0646\u062f\u0647 \u0627\u0633\u062a\u0627\u0631\u062a \u0622\u067e \u0647\u0627 \u0642\u0631\u0627\u0631 \u0645\u06cc \u062f\u0647\u062f. <\/p>\n<p>Mckay Wrigley \u0627\u0628\u0632\u0627\u0631\u06cc \u0628\u0647 \u0646\u0627\u0645 Paul-Graham-gpt \u0633\u0627\u062e\u062a\u060c \u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0622\u0646 \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u0646\u062f\u0647 \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f\u060c \u062a\u0627 \u062a\u0645\u0627\u0645 \u0645\u0642\u0627\u0644\u0627\u062a PaulG \u0631\u0627 \u0645\u0631\u0648\u0631 \u06a9\u0646\u06cc\u062f\u060c \u0648 \u0645\u0646 \u0647\u06cc\u062c\u0627\u0646 \u0632\u062f\u0647 \u0647\u0633\u062a\u0645 \u06a9\u0647 \u0648\u0627\u0631\u062f \u0622\u0646 \u0634\u0648\u0645 \u0648 \u0646\u06af\u0627\u0647\u06cc \u0628\u0647 \u0646\u062d\u0648\u0647 \u0627\u0646\u062c\u0627\u0645 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0628\u06cc\u0646\u062f\u0627\u0632\u0645.<\/p>\n<div class=\"ltag-github-readme-tag\">\n<div class=\"readme-overview\">\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 ' ><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-1\" 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\u0634\u062f\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/nabfollower.com\/blog\/ai-powered-search-with-openai-embeddings-2990\/#%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%D8%9F\" >\u0686\u06af\u0648\u0646\u0647 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f\u061f<\/a><\/li><\/ul><\/nav><\/div>\n<h3><span class=\"ez-toc-section\" id=\"%D8%AC%D8%B3%D8%AA%D8%AC%D9%88_%D9%88_%DA%86%D8%AA_%D9%87%D9%88%D8%B4_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%87%D9%85%D9%87_%D9%85%D9%82%D8%A7%D9%84%D8%A7%D8%AA_%D9%BE%D9%84_%DA%AF%D8%B1%D8%A7%D9%87%D8%A7%D9%85\"><\/span>\n<p>      \u062c\u0633\u062a\u062c\u0648 \u0648 \u0686\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0631\u0627\u06cc \u0647\u0645\u0647 \u0645\u0642\u0627\u0644\u0627\u062a \u067e\u0644 \u06af\u0631\u0627\u0647\u0627\u0645.<br \/>\n    <span class=\"ez-toc-section-end\"><\/span><\/h3>\n<\/p><\/div>\n<div class=\"ltag-github-body\">\n<div id=\"readme\" class=\"md\" data-path=\"README.md\">\n<article class=\"markdown-body entry-content container-lg\" itemprop=\"text\">\n<p dir=\"auto\">\u062c\u0633\u062a\u062c\u0648 \u0648 \u0686\u062a \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0631\u0627\u06cc <a href=\"https:\/\/twitter.com\/paulg\" rel=\"nofollow noopener\" target=\"_blank\">\u067e\u0644 \u06af\u0631\u0627\u0647\u0627\u0645<\/a> \u0645\u0642\u0627\u0644\u0627\u062a<\/p>\n<p dir=\"auto\">\u0647\u0645\u0647 \u06a9\u062f \u0648 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 100\u066a \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u0647\u0633\u062a\u0646\u062f.<\/p>\n<h2 dir=\"auto\"><span class=\"ez-toc-section\" id=\"%D9%85%D8%AC%D9%85%D9%88%D8%B9%D9%87_%D8%AF%D8%A7%D8%AF%D9%87\"><\/span>\n<p>\u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p dir=\"auto\">\u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 CSV \u0627\u0633\u062a \u06a9\u0647 \u0634\u0627\u0645\u0644 \u062a\u0645\u0627\u0645 \u0645\u062a\u0646 \u0647\u0627 \u0648 \u062c\u0627\u0633\u0627\u0632\u06cc \u0647\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p dir=\"auto\">\u0622\u0646 \u0631\u0627 \u0627\u0632 \u0627\u06cc\u0646\u062c\u0627 \u062f\u0627\u0646\u0644\u0648\u062f \u06a9\u0646\u06cc\u062f.<\/p>\n<p dir=\"auto\">\u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0645 \u0628\u0627 \u0648\u0627\u06a9\u0634\u06cc\u060c \u062a\u0645\u06cc\u0632 \u06a9\u0631\u062f\u0646 \u0648 \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u062f\u0631 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a\u200c\u0647\u0627\u06cc \u0627\u0633\u06a9\u0631\u067e\u06cc\u0646\u06af \u0648 \u062c\u0627\u0633\u0627\u0632\u06cc \u062f\u0631 \u0632\u06cc\u0631 \u0622\u0645\u062f\u0647 \u0627\u0633\u062a\u060c \u0622\u0634\u0646\u0627 \u0634\u0648\u06cc\u062f\u060c \u0627\u0645\u0627 \u0627\u0632 \u0627\u06cc\u0646 \u0645\u0631\u0627\u062d\u0644 \u0635\u0631\u0641\u0646\u0638\u0631 \u06a9\u0646\u06cc\u062f \u0648 \u0641\u0642\u0637 \u0627\u0632 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<h2 dir=\"auto\"><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>\u0686\u06af\u0648\u0646\u0647 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p dir=\"auto\">Paul Graham GPT 2 \u0686\u06cc\u0632 \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f:<\/p>\n<ol dir=\"auto\">\n<li>\u06cc\u06a9 \u0631\u0627\u0628\u0637 \u062c\u0633\u062a\u062c\u0648<\/li>\n<li>\u06cc\u06a9 \u0631\u0627\u0628\u0637 \u0686\u062a.<\/li>\n<\/ol>\n<h3 dir=\"auto\"><span class=\"ez-toc-section\" id=\"%D8%AC%D8%B3%D8%AA%D8%AC%D9%88_%DA%A9%D8%B1%D8%AF%D9%86\"><\/span>\n<p>\u062c\u0633\u062a\u062c\u0648 \u06a9\u0631\u062f\u0646<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p dir=\"auto\">\u062c\u0633\u062a\u062c\u0648 \u0628\u0627 OpenAI Embeddings \u0627\u06cc\u062c\u0627\u062f \u0634\u062f (<code>text-embedding-ada-002<\/code>).<\/p>\n<p dir=\"auto\">\u0627\u0628\u062a\u062f\u0627 \u0645\u0642\u0627\u0644\u0627\u062a \u0631\u0627 \u062d\u0644\u0642\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0648 \u0628\u0631\u0627\u06cc \u0647\u0631 \u062a\u06a9\u0647 \u0645\u062a\u0646 \u062c\u0627\u0633\u0627\u0632\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<p dir=\"auto\">\u0633\u067e\u0633 \u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647\u060c \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u062c\u0633\u062a\u062c\u0648\u06cc \u06a9\u0627\u0631\u0628\u0631 \u0631\u0627 \u0645\u06cc\u200c\u06af\u06cc\u0631\u06cc\u0645\u060c \u06cc\u06a9 \u062c\u0627\u0633\u0627\u0632\u06cc \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645 \u0648 \u0627\u0632 \u0646\u062a\u06cc\u062c\u0647 \u0628\u0631\u0627\u06cc \u06cc\u0627\u0641\u062a\u0646 \u0645\u0634\u0627\u0628\u0647\u200c\u062a\u0631\u06cc\u0646 \u0645\u062a\u0646\u200c\u0647\u0627 \u0627\u0632 \u06a9\u062a\u0627\u0628 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645.<\/p>\n<p dir=\"auto\">\u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0634\u0628\u0627\u0647\u062a \u06a9\u0633\u06cc\u0646\u0648\u0633 \u062f\u0631 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0645\u0627 \u0627\u0632 \u0628\u0631\u062f\u0627\u0631\u0647\u0627 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<p dir=\"auto\">\u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0645\u0627 Postgres \u0627\u0633\u062a\u2026<\/p>\n<\/article>\n<\/div><\/div>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"MckaywrigleyPaul-Graham-gpt_%DA%86%DA%AF%D9%88%D9%86%D9%87_%D8%B3%D8%A7%D8%AE%D8%AA%D9%87_%D8%B4%D8%AF%D8%9F\"><\/span>\n<p>  Mckaywrigley\/Paul-Graham-gpt \u0686\u06af\u0648\u0646\u0647 \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u061f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Paul-Graham-gpt \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u062c\u0633\u062a\u062c\u0648 \u0648 \u0686\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0631\u0627\u06cc \u0647\u0645\u0647 \u0645\u0642\u0627\u0644\u0627\u062a \u067e\u0644 \u06af\u0631\u0627\u0647\u0627\u0645 \u062a\u0648\u0635\u06cc\u0641 \u0634\u062f\u0647 \u0627\u0633\u062a.  \u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u0628\u0647 \u06a9\u062f \u0646\u0632\u062f\u06cc\u06a9\u062a\u0631 \u0646\u06af\u0627\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f\u060c \u0627\u0632 API \u062a\u0639\u0628\u06cc\u0647 \u0634\u062f\u0647 \u0627\u0632 OpenAI \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f. <\/p>\n<p>\u062a\u0639\u0628\u06cc\u0647\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u06cc OpenAI \u0627\u0631\u062a\u0628\u0627\u0637 \u0631\u0634\u062a\u0647\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u06cc \u0631\u0627 \u0627\u0646\u062f\u0627\u0632\u0647\u200c\u06af\u06cc\u0631\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f.  \u062c\u0627\u0633\u0627\u0632\u06cc \u0647\u0627 \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0628\u0631\u0627\u06cc \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f:<br \/>_<\/p>\n<p>\u0627\u06cc\u0646 \u0627\u0648\u0644\u06cc\u0646 \u0646\u06af\u0627\u0647 \u0645\u0646 \u0628\u0647 \u062a\u0639\u0628\u06cc\u0647\u200c\u0647\u0627 \u0627\u0633\u062a\u060c \u0648 \u0627\u06af\u0631 \u062f\u0631 \u067e\u0633\u062a \u0642\u0628\u0644\u06cc \u0645\u0646 \u062f\u0631\u0628\u0627\u0631\u0647 aicommits \u062e\u0648\u0627\u0646\u062f\u0647\u200c\u0627\u06cc\u062f\u060c \u0627\u0632 \u062a\u06a9\u0645\u06cc\u0644\u200c\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u0647\u200c\u0627\u0645.  \u0628\u0631 \u0627\u0633\u0627\u0633 \u062e\u0648\u0627\u0646\u062f\u0646 \u0645\u0646 \u062f\u0631 \u0627\u0633\u0646\u0627\u062f\u060c \u062c\u0627\u0633\u0627\u0632\u06cc\u200c\u0647\u0627 \u0647\u0646\u06af\u0627\u0645 \u0639\u0628\u0648\u0631 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u0648 \u062c\u0633\u062a\u062c\u0648\u06cc \u0627\u0631\u062a\u0628\u0627\u0637 \u0645\u0641\u06cc\u062f \u0647\u0633\u062a\u0646\u062f.  \u0646\u0645\u0648\u0646\u0647 \u06a9\u062f \u0627\u0632 \u0628\u0631\u0631\u0633\u06cc \u0647\u0627\u06cc \u063a\u0630\u0627\u06cc\u06cc \u0622\u0645\u0627\u0632\u0648\u0646 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0646\u0645\u0648\u0646\u0647 \u062f\u0631 \u0627\u0633\u0646\u0627\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f.  \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u0646\u0638\u0631\u0627\u062a\u06cc \u062f\u0631 \u0645\u0648\u0631\u062f \u0686\u0627\u0634\u0646\u06cc \u0647\u0627 \u0628\u0627\u0634\u06cc\u062f \u0648 \u0627\u0631\u062a\u0628\u0627\u0637\u06cc \u06a9\u0647 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u0622\u0646 \u0647\u0633\u062a\u06cc\u062f \u0646\u0638\u0631\u0627\u062a \u0645\u0646\u0641\u06cc \u0627\u0633\u062a.  \u062a\u0639\u0628\u06cc\u0647\u200c\u0647\u0627 \u0644\u062d\u0646 \u0631\u0627 \u0647\u0645\u0631\u0627\u0647 \u0628\u0627 \u0631\u062a\u0628\u0647\u200c\u0628\u0646\u062f\u06cc\u200c\u0647\u0627 \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/p>\n<p><em>\u0627\u06cc\u0646 \u0628\u0647\u062a\u0631\u06cc\u0646 \u062a\u0648\u0636\u06cc\u062d \u0645\u0646 \u067e\u0633 \u0627\u0632 \u0646\u06af\u0627\u0647 \u0627\u0648\u0644 \u0627\u0633\u062a\u060c \u0627\u0645\u0627 \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062c\u0627\u0633\u0627\u0632\u06cc\u200c\u0647\u0627 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0632\u0645\u06cc\u0646\u0647 \u0628\u06cc\u0634\u062a\u0631 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f<\/em><\/p>\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%D8%9F\"><\/span>\n<p>  \u0686\u06af\u0648\u0646\u0647 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f\u061f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>README \u067e\u0631\u0648\u0698\u0647 \u062f\u0631 \u062a\u0648\u0636\u06cc\u062d \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627 \u06a9\u0627\u0631 \u0628\u0633\u06cc\u0627\u0631 \u062e\u0648\u0628\u06cc \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u062f.  \u0646\u0648\u06cc\u0633\u0646\u062f\u0647 \u062f\u0631 \u062d\u0627\u0644 \u0628\u0631\u0631\u0633\u06cc \u0647\u0645\u0647 \u0645\u0642\u0627\u0644\u0627\u062a \u0648 \u0627\u06cc\u062c\u0627\u062f \u062c\u0627\u0633\u0627\u0632\u06cc \u0628\u0631\u0627\u06cc \u0647\u0631 \u062a\u06a9\u0647 \u0645\u062a\u0646 \u0627\u0633\u062a.  \u0627\u06cc\u0646 \u062f\u0631 \u062a\u0627\u0628\u0639 generateEmbeddings \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<p><em>\u062a\u0645\u0627\u0645 \u0645\u062d\u062a\u0648\u0627\u06cc \u0645\u0642\u0627\u0644\u0647 \u062f\u0631 scripts\/pg.json \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc \u0634\u0648\u062f<\/em><\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight javascript\"><code><span class=\"c1\">\/\/ scripts\/embed.ts<\/span>\n\n<span class=\"c1\">\/\/ this response is loop over using the essay content in the generateEmbeddings fnction<\/span>\n<span class=\"kd\">const<\/span> <span class=\"nx\">embeddingResponse<\/span> <span class=\"o\">=<\/span> <span class=\"k\">await<\/span> <span class=\"nx\">openai<\/span><span class=\"p\">.<\/span><span class=\"nx\">createEmbedding<\/span><span class=\"p\">({<\/span>\n  <span class=\"na\">model<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">text-embedding-ada-002<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\n  <span class=\"na\">input<\/span><span class=\"p\">:<\/span> <span class=\"nx\">content<\/span>\n<span class=\"p\">});<\/span>\n\n<span class=\"p\">...<\/span>\n\n<span class=\"c1\">\/\/ This is parsing the essays from the JSON<\/span>\n<span class=\"p\">(<\/span><span class=\"k\">async<\/span> <span class=\"p\">()<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"p\">{<\/span>\n  <span class=\"kd\">const<\/span> <span class=\"na\">book<\/span><span class=\"p\">:<\/span> <span class=\"nx\">PGJSON<\/span> <span class=\"o\">=<\/span> <span class=\"nx\">JSON<\/span><span class=\"p\">.<\/span><span class=\"nx\">parse<\/span><span class=\"p\">(<\/span><span class=\"nx\">fs<\/span><span class=\"p\">.<\/span><span class=\"nx\">readFileSync<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">scripts\/pg.json<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">utf8<\/span><span class=\"dl\">\"<\/span><span class=\"p\">));<\/span>\n\n  <span class=\"k\">await<\/span> <span class=\"nx\">generateEmbeddings<\/span><span class=\"p\">(<\/span><span class=\"nx\">book<\/span><span class=\"p\">.<\/span><span class=\"nx\">essays<\/span><span class=\"p\">);<\/span>\n<span class=\"p\">})();<\/span>\n\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>\u0633\u067e\u0633 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u062c\u0633\u062a\u062c\u0648\u06cc \u06a9\u0627\u0631\u0628\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u062c\u0627\u0633\u0627\u0632\u06cc \u0645\u06cc\u200c\u06af\u06cc\u0631\u0646\u062f \u0648 \u0627\u0632 \u0646\u062a\u06cc\u062c\u0647 \u0628\u0631\u0627\u06cc \u06cc\u0627\u0641\u062a\u0646 \u0645\u0631\u062a\u0628\u0637\u200c\u062a\u0631\u06cc\u0646 \u0645\u062a\u0646\u200c\u0647\u0627 \u0627\u0632 \u0645\u0642\u0627\u0644\u0627\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight javascript\"><code><span class=\"c1\">\/\/ pages\/api\/search.ts<\/span>\n\n<span class=\"kd\">const<\/span> <span class=\"nx\">res<\/span> <span class=\"o\">=<\/span> <span class=\"k\">await<\/span> <span class=\"nx\">fetch<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">https:\/\/api.openai.com\/v1\/embeddings<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span> <span class=\"p\">{<\/span>\n  <span class=\"na\">headers<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\n    <span class=\"dl\">\"<\/span><span class=\"s2\">Content-Type<\/span><span class=\"dl\">\"<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">application\/JSON<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\n    <span class=\"na\">Authorization<\/span><span class=\"p\">:<\/span> <span class=\"s2\">`Bearer <\/span><span class=\"p\">${<\/span><span class=\"nx\">apiKey<\/span><span class=\"p\">}<\/span><span class=\"s2\">`<\/span>\n  <span class=\"p\">},<\/span>\n  <span class=\"na\">method<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">POST<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\n  <span class=\"na\">body<\/span><span class=\"p\">:<\/span> <span class=\"nx\">JSON<\/span><span class=\"p\">.<\/span><span class=\"nx\">stringify<\/span><span class=\"p\">({<\/span>\n    <span class=\"na\">model<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">text-embedding-ada-002<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\n    <span class=\"nx\">input<\/span>\n  <span class=\"p\">})<\/span>\n<span class=\"p\">});<\/span>\n\n<span class=\"p\">...<\/span>\n\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>\u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0634\u0628\u0627\u0647\u062a \u06a9\u0633\u06cc\u0646\u0648\u0633 \u062f\u0631 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0645\u0627 \u0627\u0632 \u0628\u0631\u062f\u0627\u0631\u0647\u0627 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight javascript\"><code><span class=\"c1\">\/\/ pages\/api\/search.ts<\/span>\n\n<span class=\"kd\">const<\/span> <span class=\"p\">{<\/span>\n  <span class=\"na\">data<\/span><span class=\"p\">:<\/span> <span class=\"nx\">chunks<\/span><span class=\"p\">,<\/span>\n  <span class=\"nx\">error<\/span>\n<span class=\"p\">}<\/span> <span class=\"o\">=<\/span> <span class=\"k\">await<\/span> <span class=\"nx\">supabaseAdmin<\/span><span class=\"p\">.<\/span><span class=\"nx\">RPC<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">pg_search<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span> <span class=\"p\">{<\/span>\n  <span class=\"na\">query_embedding<\/span><span class=\"p\">:<\/span> <span class=\"nx\">embedding<\/span><span class=\"p\">,<\/span>\n  <span class=\"na\">similarity_threshold<\/span><span class=\"p\">:<\/span> <span class=\"mf\">0.01<\/span><span class=\"p\">,<\/span> <span class=\"c1\">\/\/ cosine similarity<\/span>\n  <span class=\"na\">match_count<\/span><span class=\"p\">:<\/span> <span class=\"nx\">matches<\/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>\u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 Postgres \u062f\u0627\u0631\u0627\u06cc \u067e\u0633\u0648\u0646\u062f pgvector \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 Supabase \u0645\u06cc\u0632\u0628\u0627\u0646\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a.  \u0627\u06cc\u0646 \u0628\u0647 \u062a\u0627\u0632\u06af\u06cc \u062a\u0648\u0633\u0637 Supabase \u062f\u0631 \u0645\u0627\u0647 \u06af\u0630\u0634\u062a\u0647 \u0627\u0639\u0644\u0627\u0645 \u0634\u062f. <\/p>\n<p>\u0646\u062a\u0627\u06cc\u062c \u0628\u0631 \u0627\u0633\u0627\u0633 \u0627\u0645\u062a\u06cc\u0627\u0632 \u0634\u0628\u0627\u0647\u062a \u0631\u062a\u0628\u0647 \u0628\u0646\u062f\u06cc \u0634\u062f\u0647 \u0648 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631 \u0628\u0627\u0632\u06af\u0631\u062f\u0627\u0646\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<p>\u0627\u0632 \u0642\u062f\u0645 \u0632\u062f\u0646 \u062f\u0631 \u06a9\u062f \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u062d\u0648\u0647 \u06a9\u0627\u0631\u06a9\u0631\u062f \u0622\u0646 \u0644\u0630\u062a \u0628\u0631\u062f\u0645.  \u0627\u06af\u0631 \u0644\u0627\u0632\u0645 \u0627\u0633\u062a \u0686\u06cc\u0632\u06cc \u0631\u0627 \u0627\u0635\u0644\u0627\u062d \u06a9\u0646\u0645\u060c \u06cc\u0627 \u0627\u06af\u0631 \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u06cc \u062f\u0631 \u0645\u0648\u0631\u062f \u06a9\u062f \u062f\u0627\u0631\u06cc\u062f\u060c \u0644\u0637\u0641\u0627 \u0646\u0638\u0631 \u062f\u0647\u06cc\u062f.  \u0628\u0627 \u062a\u0634\u06a9\u0631 \u0627\u0632 <a href=\"https:\/\/twitter.com\/mckaywrigley\" rel=\"nofollow noopener\" target=\"_blank\">\u0645\u06a9 \u06a9\u06cc<\/a> \u0628\u0631\u0627\u06cc \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u06af\u0630\u0627\u0634\u062a\u0646 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628 \u0628\u0627 \u0645\u0627\u060c \u0648 \u062d\u062a\u0645\u0627 \u0622\u0646\u0647\u0627 \u0631\u0627 \u062f\u0646\u0628\u0627\u0644 \u06a9\u0646\u06cc\u062f \u0648 \u06a9\u0627\u0631\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0622\u0646\u0647\u0627 \u0631\u0627 \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f\u060c <a href=\"https:\/\/twitter.com\/CodewandAI\" rel=\"nofollow noopener\" target=\"_blank\">\u06a9\u062f \u0648\u0646\u062f<\/a> \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0645\u06a9 \u0628\u0647 \u062a\u06cc\u0645 \u0634\u0645\u0627 \u062f\u0631 \u0633\u0627\u062e\u062a \u0633\u0631\u06cc\u0639\u062a\u0631 \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631.<\/p>\n<p>\u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u0627\u06af\u0631 \u067e\u0631\u0648\u0698\u0647\u200c\u0627\u06cc \u062f\u0627\u0631\u06cc\u062f \u06a9\u0647 \u0627\u0632 OpenAI \u0628\u0647\u0631\u0647 \u0645\u06cc\u200c\u0628\u0631\u062f\u060c \u067e\u06cc\u0648\u0646\u062f\u06cc \u0631\u0627 \u062f\u0631 \u0646\u0638\u0631\u0627\u062a \u0628\u06af\u0630\u0627\u0631\u06cc\u062f.  \u0645\u0646 \u062f\u0648\u0633\u062a \u062f\u0627\u0631\u0645 \u0646\u06af\u0627\u0647\u06cc \u0628\u06cc\u0646\u062f\u0627\u0632\u0645 \u0648 \u0622\u0646 \u0631\u0627 \u062f\u0631 30 \u0631\u0648\u0632 \u0645\u062c\u0645\u0648\u0639\u0647 OpenAI \u062e\u0648\u062f \u0642\u0631\u0627\u0631 \u062f\u0647\u0645.<\/p>\n<p>\u0633\u0631\u0633\u062e\u062a \u0628\u0645\u0627\u0646 <\/p>\n<p><em>\u062a\u0635\u0648\u06cc\u0631 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Midjourney \u0627\u06cc\u062c\u0627\u062f \u0634\u062f<\/em><\/p>\n<\/p><\/div>\n<p><script async src=\"\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0628\u0631\u062e\u06cc \u0627\u0632 \u0628\u0647\u062a\u0631\u06cc\u0646 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0632 \u062f\u0627\u0646\u0634 \u0645\u0648\u062c\u0648\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u0648 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627 \u0642\u0627\u0628\u0644 \u062c\u0633\u062a\u062c\u0648 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u062f\u0631 \u062a\u0648\u06cc\u06cc\u062a\u0631 \u067e\u06cc\u0645\u0627\u06cc\u0634 \u0645\u06cc \u06a9\u0646\u0645\u060c \u062a\u0648\u06cc\u06cc\u062a\u06cc \u062f\u0631 \u067e\u0644 \u06af\u0631\u0627\u0647\u0627\u0645-gpt \u0645\u06cc \u06a9\u0646\u0645. \u0647\u0645\u0647 \u0631\u0627 \u062c\u0627\u0633\u0627\u0632\u06cc \u06a9\u0631\u062f\u0645 @paulg\u0645\u0642\u0627\u0644\u0627\u062a \u0647\u0645\u0647 605870 \u062a\u0648\u06a9\u0646 \u0627\u0631\u0632\u0634 \u062f\u0627\u0631\u0646\u062f. \u0627\u0632 \u0645\u062f\u0644 \u062c\u062f\u06cc\u062f OpenAI \u0628\u0631\u0627\u06cc \u062c\u0633\u062a\u062c\u0648 \u0648 \u0686\u062a \u0628\u0627 \u0622\u0646\u0647\u0627 \u062f\u0631 &hellip;<\/p>\n","protected":false},"author":2,"featured_media":10123,"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-10122","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\/10122","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=10122"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/10122\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/10123"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=10122"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=10122"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=10122"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}