{"id":20031,"date":"2026-09-28T00:19:15","date_gmt":"2026-09-28T04:19:15","guid":{"rendered":"https:\/\/wp.glbgpt.com\/?p=20031"},"modified":"2026-09-28T00:19:17","modified_gmt":"2026-09-28T04:19:17","slug":"perplexity-api-tutorial","status":"publish","type":"post","link":"https:\/\/wp.glbgpt.com\/ar\/hub\/perplexity-api-tutorial","title":{"rendered":"\u062f\u0644\u064a\u0644 API Perplexity: \u0625\u0646\u0634\u0627\u0621 \u0625\u062c\u0627\u0628\u0629 \u0645\u0648\u0635\u0644\u0629 \u0628\u0627\u0644\u0623\u0631\u0636 \u062e\u0637\u0648\u0629 \u0628\u062e\u0637\u0648\u0629"},"content":{"rendered":"<style>\n[class*=\"pat-\"]{box-sizing:border-box}\np.pat-p,ul.pat-list{font:17px\/1.8 system-ui,-apple-system,\"Segoe UI\",sans-serif;color:#243F46;margin:0 0 22px}\np.pat-eyebrow{font:750 12px\/1.5 system-ui,sans-serif;letter-spacing:.12em;color:#35756f;margin:0 0 22px}\nh2.pat-h2{font:750 30px\/1.28 system-ui,sans-serif;color:#173E48;border-top:1px solid #D5E1DB;padding-top:23px;margin:58px 0 22px;scroll-margin-top:24px}\nh3.pat-h3{font:700 22px\/1.4 system-ui,sans-serif;color:#245D56;margin:30px 0 14px}\n.pat-p a,.pat-list a,.pat-table a{color:#146B61;text-decoration:underline;text-underline-offset:3px}\n.pat-p code,.pat-list code,.pat-table code{font:.88em Consolas,monospace;overflow-wrap:anywhere;background:#EEF3EF;padding:2px 4px;border-radius:3px}\np.pat-quick{background:#F5EDDA;border-left:4px solid #B99749;padding:23px 26px}\np.pat-note{background:#EEF4EF;border-radius:10px;padding:20px 24px}\nul.pat-toc{background:#EEF4EF;padding:24px 24px 24px 46px;border-radius:10px;columns:2;column-gap:32px;font-size:15px}\n.pat-list li{margin:8px 0;break-inside:avoid}\nul.pat-checklist{background:#F7F2E8;border:1px solid #DFD1B2;border-radius:10px;padding:20px 24px 20px 46px}\nfigure.pat-table{display:block;max-width:100%;overflow-x:auto;border:1px solid #CEDDD5;border-radius:10px;margin:26px 0}\n.pat-table table{border-collapse:collapse;width:100%;min-width:610px;font:14px\/1.65 system-ui,sans-serif}\n.pat-table th{background:#215957;color:white;text-align:left;padding:14px 16px;font-weight:650}\n.pat-table td{padding:13px 16px;vertical-align:top;border-bottom:1px solid #DFE7DF}\n.pat-table tbody tr:nth-child(even){background:#F2F6F0}\n.pat-table td:first-child{font-weight:600}\npre.pat-code{max-width:100%;overflow-x:auto;white-space:pre;padding:24px;border-radius:10px;background:#142F3C;color:#ECF7EF;font:14px\/1.7 Consolas,monospace;margin:24px 0}\n.pat-code code{font:inherit;white-space:pre;overflow-wrap:normal}\nfigure.pat-image{margin:30px 0}.pat-image img{display:block;width:100%;height:auto;border-radius:12px}\n.pat-image figcaption{font:14px\/1.6 system-ui,sans-serif;color:#627773;margin-top:10px}\n@media(max-width:650px){p.pat-p,ul.pat-list{font-size:16px}h2.pat-h2{font-size:26px;margin-top:44px}h3.pat-h3{font-size:20px}ul.pat-toc{columns:1}pre.pat-code{padding:18px;font-size:13px}p.pat-quick{padding:18px}.pat-table th,.pat-table td{padding:11px 12px}}\n\n\/* Native image blocks: same presentation as the approved preview. *\/\nfigure.wp-block-image.pat-image{display:block;max-width:100%;margin:30px 0}\nfigure.wp-block-image.pat-official{width:100%;max-width:848px;margin:30px auto}\nfigure.pat-image>a{display:block}figure.pat-image img{display:block;width:100%;max-width:100%;height:auto;border-radius:12px}\nfigure.pat-image figcaption.wp-element-caption{font:14px\/1.6 system-ui,sans-serif;color:#627773;margin:10px 0 0;text-align:left}\n.pat-image figcaption a{color:#146B61;text-decoration:underline;text-underline-offset:3px}\n<\/style>\n\n\n\n<p class=\"pat-p pat-eyebrow wp-block-paragraph\">\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a PERPLEXITY \u00b7 \u062f\u0644\u064a\u0644 \u062a\u0639\u0644\u064a\u0645\u064a \u0628\u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u00b7 2026<\/p>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u064a\u0648\u0636\u062d \u0644\u0643 \u0647\u0630\u0627 \u0627\u0644\u062f\u0644\u064a\u0644 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0644\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) Perplexity \u0643\u064a\u0641\u064a\u0629 \u0625\u0646\u0634\u0627\u0621 \u0628\u0631\u0646\u0627\u0645\u062c \u0646\u0635\u064a \u0628\u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u064a\u0639\u0631\u0636 \u0625\u062c\u0627\u0628\u0629 \u062a\u062a\u0636\u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u0648\u064a\u0628 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0646\u0642\u0631. \u0627\u0633\u062a\u062e\u062f\u0645 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0648\u0643\u064a\u0644 \u0644\u0625\u0631\u0633\u0627\u0644 \u0633\u0624\u0627\u0644\u060c \u0648\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0625\u062c\u0627\u0628\u0629\u060c \u0648\u0645\u0637\u0627\u0628\u0642\u0629 \u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0627\u0642\u062a\u0628\u0627\u0633 \u0627\u0644\u0648\u0627\u0631\u062f\u0629 \u0641\u064a\u0647\u0627 \u0645\u0639 \u0645\u0639\u0631\u0651\u0641\u0627\u062a \u0627\u0644\u0645\u0635\u0627\u062f\u0631\u060c \u0648\u062a\u0635\u062f\u064a\u0631 \u0645\u0644\u0641 Markdown \u064a\u0645\u0643\u0646\u0643 \u0645\u0631\u0627\u062c\u0639\u062a\u0647.<\/p>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u0648\u0633\u0646\u0633\u062a\u062e\u062f\u0645 \u0633\u0624\u0627\u0644\u064b\u0627 \u0648\u0627\u062d\u062f\u064b\u0627 \u0637\u0648\u0627\u0644 \u0627\u0644\u0648\u0642\u062a: <em>\u0643\u064a\u0641 \u064a\u0646\u0628\u063a\u064a \u0644\u0645\u0634\u0631\u0648\u0639 \u0635\u063a\u064a\u0631 \u0645\u0643\u062a\u0648\u0628 \u0628\u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0623\u0646 \u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0648\u064a\u062f\u064a\u0631 \u0627\u0644\u062a\u0628\u0639\u064a\u0627\u062a\u061f<\/em> \u0627\u0628\u062f\u0623 \u0628\u0637\u0644\u0628 \u0623\u0633\u0627\u0633\u064a\u060c \u062b\u0645 \u0623\u0636\u0641 \u062a\u062d\u0644\u064a\u0644 \u0645\u0635\u062f\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0641\u0644\u0627\u062a\u0631 \u0627\u0644\u0645\u062c\u0627\u0644. \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0645\u0639\u0631\u0641\u0629 \u0623\u0633\u0627\u0633\u064a\u0629 \u0628\u0644\u063a\u0629 Python \u0648\u062d\u0633\u0627\u0628 \u0645\u0637\u0648\u0631 Perplexity \u0645\u0639 \u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0641\u0648\u062a\u0631\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API).<\/p>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0623\u064a\u0636\u064b\u0627 \u0641\u064a \u0627\u0644\u0623\u0628\u062d\u0627\u062b \u0648\u0627\u0644\u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u064a\u0648\u0645\u064a\u0629\u060c, <a href=\"https:\/\/www.glbgpt.com\/perplexity?inviter=hub_content_perplexity&amp;login=1\">Perplexity \u0639\u0644\u0649 GlobalGPT<\/a> \u064a\u062a\u064a\u062d \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0647\u0630\u0647 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0636\u0645\u0646 \u0645\u0633\u0627\u062d\u0629 \u0639\u0645\u0644 \u0645\u062a\u0643\u0627\u0645\u0644\u0629 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0645\u0645\u0627 \u064a\u0642\u0644\u0644 \u0645\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0627\u0644\u062a\u0628\u062f\u064a\u0644 \u0628\u064a\u0646 \u0623\u062f\u0648\u0627\u062a \u0645\u0646\u0641\u0635\u0644\u0629. \u0648\u064a\u064f\u0639\u062f \u0645\u0633\u0627\u0631 \u0639\u0645\u0644 \u0627\u0644\u0645\u0633\u062a\u0647\u0644\u0643 \u0647\u0630\u0627 \u0645\u0646\u0641\u0635\u0644\u0627\u064b \u0639\u0646 \u0645\u0641\u062a\u0627\u062d \u0627\u0644\u0645\u0637\u0648\u0631 \u0648\u0641\u0648\u062a\u0631\u0629 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0647\u0646\u0627.<\/p>\n\n\n\n<p class=\"pat-p pat-quick wp-block-paragraph\"><strong>\u0625\u062c\u0627\u0628\u0629 \u0633\u0631\u064a\u0639\u0629:<\/strong> \u0627\u0633\u062a\u062e\u062f\u0645 <code>\u0633\u0631\u064a\u0639<\/code> \u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0645\u0633\u0628\u0642 \u0644\u0644\u0648\u0643\u064a\u0644 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0623\u0648\u0644 \u0625\u062c\u0627\u0628\u0629 \u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0648\u064a\u0628\u060c \u0627\u0642\u0631\u0623 <code>response.output_text<\/code> \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0627\u0644\u0625\u062c\u0627\u0628\u0629\u060c \u0648\u0627\u0642\u0631\u0623 <code>\u0646\u062a\u0627\u0626\u062c_\u0627\u0644\u0628\u062d\u062b<\/code> \u0639\u0646\u0635\u0631 \u0641\u064a <code>response.output<\/code> \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0645\u0635\u0627\u062f\u0631. \u0642\u0645 \u0628\u0645\u0637\u0627\u0628\u0642\u0629 \u0643\u0644 \u0639\u0644\u0627\u0645\u0629 \u0645\u0636\u0645\u0646\u0629 \u0628\u0645\u0635\u062f\u0631 \u0645\u0627 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u062a\u064a \u062a\u064f\u0631\u062c\u0639\u0647\u0627 <code>id<\/code>. \u064a\u0639\u0646\u064a \u0627\u0644\u0627\u0642\u062a\u0628\u0627\u0633 \u0623\u0646 \u201c\u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u062a\u0634\u064a\u0631 \u0625\u0644\u0649 \u0647\u0630\u0647 \u0627\u0644\u0646\u062a\u064a\u062c\u0629\u201d\u061b \u0648\u0647\u0648 \u0644\u0627 \u064a\u0636\u0645\u0646 \u0623\u0646 \u0627\u0644\u0635\u0641\u062d\u0629 \u062a\u062b\u0628\u062a \u0635\u062d\u0629 \u0643\u0644 \u0627\u062f\u0639\u0627\u0621.<\/p>\n\n\n\n<p class=\"pat-p wp-block-paragraph\"><strong>\u062d\u0627\u0644\u0629 \u0627\u0644\u0645\u062b\u0627\u0644:<\/strong> \u062a\u062a\u0648\u0627\u0641\u0642 \u0635\u064a\u063a\u0629 \u0627\u0644\u0637\u0644\u0628 \u0645\u0639 \u0627\u0644\u0648\u062b\u0627\u0626\u0642 \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0645 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646\u0647\u0627 \u0641\u064a 28 \u0633\u0628\u062a\u0645\u0628\u0631 2026. \u0648\u0642\u062f \u062a\u0645 \u0627\u062e\u062a\u0628\u0627\u0631 \u0623\u062f\u0627\u0629 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0641\u064a \u0627\u0644\u0627\u0633\u062a\u0634\u0647\u0627\u062f \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0646\u0645\u0648\u0630\u062c\u064a\u0629 \u063a\u064a\u0631 \u0645\u062a\u0635\u0644\u0629 \u0628\u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a\u061b \u0648\u0644\u0645 \u064a\u062a\u0645 \u062a\u0646\u0641\u064a\u0630 \u0623\u064a \u0637\u0644\u0628\u0627\u062a \u0645\u062f\u0641\u0648\u0639\u0629 \u0639\u0644\u0649 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0641\u064a \u0625\u0637\u0627\u0631 \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a. \u0648\u062a\u064f\u0639\u062f \u0627\u0644\u0633\u062c\u0644\u0627\u062a \u0627\u0644\u0645\u0635\u062f\u0631\u064a\u0629 \u0627\u0644\u0645\u0648\u0636\u062d\u0629 \u0641\u064a \u0627\u0644\u0631\u0633\u0645 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a \u0623\u0645\u062b\u0644\u0629 \u062a\u0648\u0636\u064a\u062d\u064a\u0629.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><a href=\"https:\/\/www.glbgpt.com\/perplexity?inviter=hub_content_perplexity&amp;login=1\"><img alt=\"\" decoding=\"async\" src=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2025\/10\/image-33.png\" class=\"wp-image-2306\"\/><\/a><\/figure>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-3e41869c wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-black-color has-text-color has-background has-link-color has-medium-font-size has-custom-font-size wp-element-button\" href=\"https:\/\/www.glbgpt.com\/perplexity?inviter=hub_content_perplexity&amp;login=1\" style=\"background-color:#fec33a;line-height:1\"><strong>\u062c\u0631\u0651\u0628 \u0627\u0644\u062d\u064a\u0631\u0629 \u0627\u0644\u0622\u0646 &gt;<\/strong><\/a><\/div>\n<\/div>\n\n\n\n<ul class=\"wp-block-list pat-list pat-toc\">\n<li><a href=\"#api-choice\">\u0645\u0627 \u0647\u064a \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) Perplexity \u0627\u0644\u062a\u064a \u064a\u0646\u0628\u063a\u064a \u0639\u0644\u064a\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627\u061f<\/a><\/li>\n\n\n\n<li><a href=\"#setup\">\u0627\u0644\u062e\u0637\u0648\u0629 1: \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0645\u0641\u062a\u0627\u062d API \u0648\u062a\u0647\u064a\u0626\u0629 \u0628\u064a\u0626\u0629 Python<\/a><\/li>\n\n\n\n<li><a href=\"#first-request\">\u0627\u0644\u062e\u0637\u0648\u0629 2: \u0625\u0631\u0633\u0627\u0644 \u0623\u0648\u0644 \u0637\u0644\u0628 \u0644\u0643 \u0628\u0634\u0623\u0646 \u0627\u0644\u062a\u0623\u0631\u064a\u0636 \u0645\u0646 \u0627\u0644\u0645\u0635\u062f\u0631<\/a><\/li>\n\n\n\n<li><a href=\"#sources\">\u0627\u0644\u062e\u0637\u0648\u0629 3: \u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0648\u0645\u0637\u0627\u0628\u0642\u062a\u0647\u0627 \u0645\u0639 \u0645\u0635\u0627\u062f\u0631\u0647\u0627<\/a><\/li>\n\n\n\n<li><a href=\"#filters\">\u0627\u0644\u062e\u0637\u0648\u0629 4: \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0639\u0648\u0627\u0645\u0644 \u062a\u0635\u0641\u064a\u0629 \u0627\u0644\u0628\u062d\u062b<\/a><\/li>\n\n\n\n<li><a href=\"#export\">\u0627\u0644\u062e\u0637\u0648\u0629 5: \u062d\u0641\u0638 \u0625\u062c\u0627\u0628\u0629 \u0643\u0627\u0645\u0644\u0629 \u0645\u0639 \u0645\u0635\u0627\u062f\u0631 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0646\u0642\u0631 \u0639\u0644\u064a\u0647\u0627<\/a><\/li>\n\n\n\n<li><a href=\"#advanced\">\u0627\u0644\u0628\u062b \u0627\u0644\u0645\u0628\u0627\u0634\u0631 \u0648\u0627\u0644\u0625\u062e\u0631\u0627\u062c \u0627\u0644\u0645\u0646\u0638\u0645<\/a><\/li>\n\n\n\n<li><a href=\"#cost-errors\">\u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0648\u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0627\u0644\u0634\u0627\u0626\u0639\u0629<\/a><\/li>\n\n\n\n<li><a href=\"#migration\">\u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0645\u0646 \u062f\u0631\u0633 \u062a\u0639\u0644\u064a\u0645\u064a \u0642\u062f\u064a\u0645 \u0641\u064a \u0628\u0631\u0646\u0627\u0645\u062c Sonar<\/a><\/li>\n\n\n\n<li><a href=\"#faq\">\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629<\/a><\/li>\n<\/ul>\n\n\n\n<h2 id=\"api-choice\" class=\"wp-block-heading pat-h2\">\u062f\u0644\u064a\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0644\u0640 Perplexity: \u0627\u062e\u062a\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629<\/h2>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u0647\u0630\u0647 \u0648\u0627\u062c\u0647\u0627\u062a \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646. \u0648\u0642\u062f \u064a\u0642\u0648\u0645 \u0645\u0646\u062a\u062c \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u062a\u0642\u062f\u064a\u0645 \u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u0645\u0634\u0627\u0628\u0647\u0629 \u0628\u0637\u0631\u064a\u0642\u0629 \u0645\u062e\u062a\u0644\u0641\u0629\u061b \u0646\u0638\u0631\u0629 \u0639\u0627\u0645\u0629 \u0644\u062f\u064a\u0646\u0627 \u0639\u0644\u0649 <a href=\"https:\/\/www.glbgpt.com\/hub\/what-are-the-main-features-of-perplexity-ai\/\">\u0645\u064a\u0632\u0627\u062a Perplexity<\/a> \u064a\u0635\u0641 \u0627\u0644\u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u062a\u064a \u064a\u0648\u0627\u062c\u0647\u0647\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/p>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\"\u0627\u0644\u062d\u064a\u0631\u0629\" <a href=\"https:\/\/docs.perplexity.ai\/docs\/getting-started\/quickstart\">\u062f\u0644\u064a\u0644 \u0627\u0644\u0628\u062f\u0621 \u0627\u0644\u0633\u0631\u064a\u0639 \u0627\u0644\u0631\u0633\u0645\u064a \u0644\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API)<\/a> \u062a\u0635\u0646\u0641 \u0645\u0646\u062a\u062c\u0627\u062a\u0647\u0627 \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u062d\u0633\u0628 \u0627\u0644\u0645\u0647\u0645\u0629 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0625\u0646\u062c\u0627\u0632\u0647\u0627. \u0627\u062e\u062a\u0631 \u0623\u0635\u063a\u0631 \u0633\u0637\u062d \u064a\u0646\u062a\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u062d\u062a\u0627\u062c\u0647\u0627 \u062a\u0637\u0628\u064a\u0642\u0643 \u0641\u0639\u0644\u064a\u064b\u0651\u0627.<\/p>\n\n\n\n<figure class=\"wp-block-table pat-table\"><table><thead><tr><th>\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a<\/th><th>\u0623\u0641\u0636\u0644 \u0645\u0644\u0627\u0621\u0645\u0629<\/th><th>\u0645\u0627 \u064a\u062a\u0644\u0642\u0627\u0647 \u0627\u0644\u0643\u0648\u062f \u0627\u0644\u062e\u0627\u0635 \u0628\u0643<\/th><\/tr><\/thead><tbody><tr><td><strong>\u0627\u0644\u0648\u0643\u064a\u0644<\/strong><\/td><td>\u0625\u062c\u0627\u0628\u0629 \u0645\u0643\u062a\u0645\u0644\u0629 \u062a\u0633\u062a\u0646\u062f \u0625\u0644\u0649 \u0627\u0644\u0628\u062d\u062b \u0639\u0644\u0649 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0623\u0648 \u0623\u062f\u0648\u0627\u062a \u0623\u062e\u0631\u0649<\/td><td>\u0628\u0646\u0648\u062f \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0645\u0643\u062a\u0648\u0628\u0629\u060c \u0648\u0646\u0635 \u0627\u0644\u0625\u062c\u0627\u0628\u0629\u060c \u0648\u0633\u062c\u0644\u0627\u062a \u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0628\u062d\u062b<\/td><\/tr><tr><td><strong>\u0628\u062d\u062b<\/strong><\/td><td>\u0633\u064a\u0642\u0648\u0645 \u062a\u0637\u0628\u064a\u0642\u0643 \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627 \u0628\u062a\u0631\u062a\u064a\u0628 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0623\u0648 \u062a\u0635\u0641\u064a\u062a\u0647\u0627 \u0623\u0648 \u062a\u0644\u062e\u064a\u0635\u0647\u0627<\/td><td>\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0628\u062d\u062b \u062f\u0648\u0646 \u0645\u0637\u0627\u0644\u0628\u0629 Perplexity \u0628\u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629<\/td><\/tr><tr><td><strong>\u062c\u0647\u0627\u0632 \u0627\u0644\u062a\u0648\u062c\u064a\u0647<\/strong><\/td><td>\u062a\u0648\u062c\u064a\u0647 \u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0625\u0644\u0649 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0646\u0627\u0633\u0628<\/td><td>\u0625\u062c\u0627\u0628\u0629 \u0646\u0645\u0648\u0630\u062c\u064a\u0629 \u062a\u0645 \u0627\u062e\u062a\u064a\u0627\u0631\u0647\u0627 \u0639\u0628\u0631 \u062c\u0647\u0627\u0632 \u0627\u0644\u062a\u0648\u062c\u064a\u0647<\/td><\/tr><tr><td><strong>\u0627\u0644\u062a\u0636\u0645\u064a\u0646\u0627\u062a<\/strong><\/td><td>\u0627\u0644\u0627\u0633\u062a\u0631\u062c\u0627\u0639 \u0627\u0644\u062f\u0644\u0627\u0644\u064a \u0648\u0641\u0647\u0631\u0633 RAG<\/td><td>\u0627\u0644\u0645\u062a\u062c\u0647\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0637\u0628\u0642\u0629 \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u064a\u062e\u062a\u0627\u0631 \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u062e\u064a\u0627\u0631 \u00abAgent\u00bb \u0644\u0623\u0646 \u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u0627\u0644\u062a\u064a \u062a\u0631\u064a\u062f\u0647\u0627 \u0647\u064a \u0625\u062c\u0627\u0628\u0629 \u0643\u0627\u0645\u0644\u0629 \u0645\u0639 \u0645\u0635\u0627\u062f\u0631\u0647\u0627. \u0648\u0644\u0644\u0627\u0637\u0644\u0627\u0639 \u0639\u0644\u0649 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u0628\u062d\u062b \u0628\u0634\u0643\u0644 \u0639\u0627\u0645\u060c \u0631\u0627\u062c\u0639 \u062f\u0644\u064a\u0644\u0646\u0627 \u0627\u0644\u062e\u0627\u0635 \u0628\u0640 <a href=\"https:\/\/www.glbgpt.com\/hub\/how-to-use-perplexity-for-research\/\">\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Perplexity \u0641\u064a \u0627\u0644\u0623\u0628\u062d\u0627\u062b<\/a>.<\/p>\n\n\n\n<p class=\"pat-p wp-block-paragraph\"><strong>\u0646\u0628\u0630\u0629 \u0639\u0646 Sonar:<\/strong> \u0627\u0644\u062a\u064a\u0627\u0631 <a href=\"https:\/\/docs.perplexity.ai\/docs\/agent-api\/migrate-from-sonar\/overview\">\u0646\u0638\u0631\u0629 \u0639\u0627\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0647\u062c\u0631\u0629<\/a> \u064a\u0630\u0643\u0631 \u0623\u0646 \u0645\u064a\u0632\u0629 \u00abSonar Chat Completions\u00bb \u0644\u0627 \u062a\u0632\u0627\u0644 \u0645\u062f\u0639\u0648\u0645\u0629\u060c \u0648\u064a\u0648\u0635\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u00abAgent\u00bb \u0641\u064a \u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062c\u062f\u064a\u062f\u0629. \u0648\u0644\u0630\u0644\u0643\u060c \u064a\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0627 \u0627\u0644\u062f\u0644\u064a\u0644 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u00abAgent\u00bb. \u0644\u0627 \u062a\u0633\u062a\u0646\u062a\u062c \u0623\u0646 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0642\u062f\u064a\u0645 \u0642\u062f \u062a\u0648\u0642\u0641 \u0639\u0646 \u0627\u0644\u0639\u0645\u0644 \u0627\u0633\u062a\u0646\u0627\u062f\u064b\u0627 \u0625\u0644\u0649 \u0627\u0644\u0645\u0648\u0639\u062f \u0627\u0644\u0646\u0647\u0627\u0626\u064a \u0627\u0644\u0645\u0630\u0643\u0648\u0631 \u0641\u064a \u062f\u0644\u064a\u0644 \u062a\u0639\u0644\u064a\u0645\u064a \u0642\u062f\u064a\u0645.<\/p>\n\n\n\n<h2 id=\"setup\" class=\"wp-block-heading pat-h2\">\u0627\u0644\u062e\u0637\u0648\u0629 1: \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0645\u0641\u062a\u0627\u062d API \u0648\u062a\u0647\u064a\u0626\u0629 \u0628\u064a\u0626\u0629 Python<\/h2>\n\n\n\n<h3 class=\"wp-block-heading pat-h3\">\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0645\u0641\u062a\u0627\u062d \u0648\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0641\u0648\u0627\u062a\u064a\u0631<\/h3>\n\n\n\n<p class=\"pat-p wp-block-paragraph\"><a href=\"https:\/\/console.perplexity.ai\/\">\u0627\u0641\u062a\u062d \u0648\u062d\u062f\u0629 \u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a Perplexity<\/a>, \u060c \u0627\u062e\u062a\u0631 \u0623\u0648 \u0623\u0646\u0634\u0626 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0627\u0644\u0630\u064a \u0633\u062a\u0633\u062a\u062e\u062f\u0645\u0647\u060c \u0648\u0642\u0645 \u0628\u062a\u0643\u0648\u064a\u0646 \u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0641\u0648\u062a\u0631\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API)\u060c \u062b\u0645 \u0623\u0646\u0634\u0626 \u0645\u0641\u062a\u0627\u062d\u064b\u0627. \u0627\u062d\u062a\u0641\u0638 \u0628\u0647 \u0639\u0644\u0649 \u062c\u0627\u0646\u0628 \u0627\u0644\u062e\u0627\u062f\u0645. \u064a\u062a\u0645 \u0627\u062d\u062a\u0633\u0627\u0628 \u062a\u0643\u0627\u0644\u064a\u0641 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0628\u0634\u0643\u0644 \u0645\u0646\u0641\u0635\u0644 \u0639\u0646 \u0627\u0634\u062a\u0631\u0627\u0643\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646\u061b \u0644\u0630\u0627 \u062a\u062d\u0642\u0642 \u0645\u0646 \u0631\u0635\u064a\u062f \u0645\u0634\u0631\u0648\u0639\u0643 \u0642\u0628\u0644 \u0625\u0631\u0633\u0627\u0644 \u0627\u0644\u0637\u0644\u0628\u0627\u062a.<\/p>\n\n\n\n<h3 class=\"wp-block-heading pat-h3\">\u062a\u062b\u0628\u064a\u062a \u062d\u0632\u0645\u0629 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (SDK) \u0627\u0644\u0631\u0633\u0645\u064a\u0629<\/h3>\n\n\n\n<pre class=\"wp-block-code pat-code\"><code>python -m venv .venv\n\n# macOS\/Linux: \u0627\u062e\u062a\u0631 \u0623\u0645\u0631 \u0627\u0644\u062a\u0646\u0634\u064a\u0637 \u0647\u0630\u0627\nsource .venv\/bin\/activate\n\n# Windows PowerShell: \u0627\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0627 \u0627\u0644\u0623\u0645\u0631 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0630\u0644\u0643\n.venv\\Scripts\\Activate.ps1\n\npython -m pip install --upgrade perplexityai<\/code><\/pre>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u0627\u0633\u062a\u062e\u062f\u0645 Python 3.10 \u0623\u0648 \u0625\u0635\u062f\u0627\u0631 \u0623\u062d\u062f\u062b \u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0643\u0648\u062f \u0623\u062f\u0646\u0627\u0647. \u0642\u0645 \u0628\u062a\u0646\u0634\u064a\u0637 \u0627\u0644\u0628\u064a\u0626\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0645\u0631 \u0627\u0644\u062e\u0627\u0635 \u0628\u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643\u060c \u062b\u0645 \u0642\u0645 \u0628\u062a\u062b\u0628\u064a\u062a SDK. \u0625\u0630\u0627 \u0642\u0627\u0645 PowerShell \u0628\u062d\u0638\u0631 \u0627\u0644\u062a\u0646\u0634\u064a\u0637\u060c \u0641\u0627\u0633\u062a\u062e\u062f\u0645 <code>.venv\\Scripts\\python.exe<\/code> \u0628\u062f\u0644\u0627\u064b \u0645\u0646 <code>\u0628\u0627\u064a\u062b\u0648\u0646<\/code> \u0644\u0644\u062a\u062b\u0628\u064a\u062a \u0648\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a.<\/p>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u0627\u0633\u0645 \u0627\u0644\u062d\u0632\u0645\u0629 \u0647\u0648 <code>perplexityai<\/code>, \u060c \u0641\u064a \u062d\u064a\u0646 \u0623\u0646 \u0627\u0633\u062a\u064a\u0631\u0627\u062f \u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0647\u0648 <code>\u062d\u064a\u0631\u0629<\/code>. \u0627\u0633\u062a\u062e\u062f\u0645 \u0628\u064a\u0626\u0629 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u062d\u062a\u0649 \u0644\u0627 \u062a\u0624\u062b\u0631 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0639\u0644\u0649 \u0645\u0634\u0631\u0648\u0639 \u0622\u062e\u0631.<\/p>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u062b\u0627\u0644 \u0633\u0624\u0627\u0644\u0627\u064b \u0645\u062a\u0639\u0644\u0642\u0627\u064b \u0628\u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0644\u0623\u0646 \u0627\u062f\u0639\u0627\u0621\u0627\u062a\u0647 \u064a\u0645\u0643\u0646 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646\u0647\u0627 \u0628\u0627\u0644\u0631\u062c\u0648\u0639 \u0625\u0644\u0649 \u0627\u0644\u0648\u062b\u0627\u0626\u0642 \u0627\u0644\u0645\u062d\u0641\u0648\u0638\u0629. \u062f\u0644\u064a\u0644\u0646\u0627 \u0625\u0644\u0649 <a href=\"https:\/\/www.glbgpt.com\/hub\/is-perplexity-good-for-coding\/\">Perplexity \u0644\u0644\u062a\u0634\u0641\u064a\u0631<\/a> \u064a\u0648\u0636\u062d \u0627\u0644\u0645\u0643\u0627\u0646 \u0627\u0644\u0630\u064a \u064a\u062a\u0646\u0627\u0633\u0628 \u0641\u064a\u0647 \u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0628\u062d\u062b\u064a \u0645\u0639 \u0642\u064a\u0627\u0645\u0643 \u0628\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0643\u0648\u062f \u0628\u0646\u0641\u0633\u0643.<\/p>\n\n\n\n<h3 class=\"wp-block-heading pat-h3\">\u0642\u0645 \u0628\u062a\u0639\u064a\u064a\u0646 \u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0643\u0645\u062a\u063a\u064a\u0631 \u0628\u064a\u0626\u0629<\/h3>\n\n\n\n<pre class=\"wp-block-code pat-code\"><code># macOS\/Linux\nexport PERPLEXITY_API_KEY=\"\u0623\u062f\u062e\u0644 \u0645\u0641\u062a\u0627\u062d\u0643 \u0647\u0646\u0627\"\n\n# Windows PowerShell\n$env:PERPLEXITY_API_KEY = \"\u0623\u062f\u062e\u0644 \u0645\u0641\u062a\u0627\u062d\u0643 \u0647\u0646\u0627\"<\/code><\/pre>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u064a\u0642\u0631\u0623 SDK \u0645\u0627 \u064a\u0644\u064a: <code>PERPLEXITY_API_KEY<\/code> \u0639\u0646\u062f \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0639\u0645\u064a\u0644. \u0644\u0627 \u062a\u0642\u0645 \u0628\u0644\u0635\u0642 \u0627\u0644\u0645\u0641\u062a\u0627\u062d \u0641\u064a \u062f\u0641\u062a\u0631 \u0645\u0644\u0627\u062d\u0638\u0627\u062a\u060c \u0623\u0648 \u0625\u0636\u0627\u0641\u062a\u0647 \u0625\u0644\u0649 Git\u060c \u0623\u0648 \u0625\u0631\u0633\u0627\u0644\u0647 \u0625\u0644\u0649 \u0645\u062a\u0635\u0641\u062d. \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0633\u062a\u062e\u062f\u0645 \u0645\u0644\u0641 .env \u0645\u062d\u0644\u064a\u064b\u0651\u0627\u060c \u0641\u0627\u062d\u0631\u0635 \u0639\u0644\u0649 \u0625\u0628\u0642\u0627\u0621 \u0647\u0630\u0627 \u0627\u0644\u0645\u0644\u0641 \u062e\u0627\u0631\u062c \u0646\u0637\u0627\u0642 \u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0625\u0635\u062f\u0627\u0631\u0627\u062a \u0648\u0642\u0645 \u0628\u062a\u062d\u0645\u064a\u0644\u0647 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0643\u062a\u0628\u0629 \u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0628\u064a\u0626\u0629 \u0627\u0644\u062a\u064a \u0627\u062e\u062a\u0631\u062a\u0647\u0627.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"848\" height=\"632\" src=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/perplexity-api-official-sdk-authentication.webp\" alt=\"\u0627\u0644\u0648\u062b\u0627\u0626\u0642 \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0644\u0640 Perplexity \u0627\u0644\u062a\u064a \u062a\u0648\u0636\u062d \u0639\u0645\u0644\u064a\u0629 \u062a\u062b\u0628\u064a\u062a \u062d\u0632\u0645\u0629 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0628\u0631\u0627\u0645\u062c (SDK) \u0628\u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0648\u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u0628\u064a\u0626\u0629 PERPLEXITY_API_KEY.\" class=\"wp-image-20033\" srcset=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/perplexity-api-official-sdk-authentication.webp 848w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/perplexity-api-official-sdk-authentication-300x224.webp 300w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/perplexity-api-official-sdk-authentication-16x12.webp 16w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/perplexity-api-official-sdk-authentication-767x572.webp 767w\" sizes=\"(max-width: 848px) 100vw, 848px\" \/><\/figure>\n\n\n\n<h2 id=\"first-request\" class=\"wp-block-heading pat-h2\">\u0627\u0644\u062e\u0637\u0648\u0629 2: \u0625\u0631\u0633\u0627\u0644 \u0623\u0648\u0644 \u0637\u0644\u0628 \u0644\u0643 \u0628\u0634\u0623\u0646 \u0627\u0644\u062a\u0623\u0631\u064a\u0636 \u0645\u0646 \u0627\u0644\u0645\u0635\u062f\u0631<\/h2>\n\n\n\n<p class=\"pat-p wp-block-paragraph\"><a href=\"https:\/\/docs.perplexity.ai\/docs\/agent-api\/quickstart\">\u062f\u0644\u064a\u0644 \u0627\u0644\u0628\u062f\u0621 \u0627\u0644\u0633\u0631\u064a\u0639 \u0644\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0648\u0643\u064a\u0644 (Agent API)<\/a> \u0627\u0644\u0648\u062b\u0627\u0626\u0642 <code>\u0627\u0644\u0645\u0646\u0634\u0648\u0631 https:\/\/api.perplexity.ai\/v1\/agent<\/code>. \u064a\u0642\u0648\u0645 \u0639\u0645\u064a\u0644 Python \u0627\u0644\u062e\u0627\u0635 \u0628\u0647 \u0628\u062a\u063a\u0644\u064a\u0641 \u0627\u0644\u0637\u0644\u0628 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 <code>client.responses.create()<\/code>. . <code>\u0633\u0631\u064a\u0639<\/code> \u064a\u064f\u0641\u0639\u0651\u0644 \u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0645\u0633\u0628\u0642 \u0627\u0644\u0628\u062d\u062b \u0639\u0644\u0649 \u0627\u0644\u0648\u064a\u0628 \u0628\u0634\u0643\u0644 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644 \u0627\u0644\u0645\u062b\u0627\u0644 \u0627\u0644\u0623\u0648\u0644 \u0645\u0648\u062c\u0632\u064b\u0627.<\/p>\n\n\n\n<pre class=\"wp-block-code pat-code\"><code>from perplexity import Perplexity\n\nclient = Perplexity()\n\nquestion = (\n    \"\u0643\u064a\u0641 \u064a\u0646\u0628\u063a\u064a \u0644\u0645\u0634\u0631\u0648\u0639 \u0635\u063a\u064a\u0631 \u0628\u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \"\n    \"\u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062a\u0628\u0639\u064a\u0627\u062a\u061f\"\n)\n\nresponse = client.responses.create(\n    preset=\"fast\",\n    input=question,\n)\n\nprint(response.output_text)<\/code><\/pre>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u0627\u062d\u0641\u0638 \u0627\u0644\u0645\u0642\u062a\u0637\u0641 \u0628\u0627\u0633\u0645 <code>first_request.py<\/code>, \u060c \u062b\u0645 \u0642\u0645 \u0628\u062a\u0634\u063a\u064a\u0644 <code>\u0628\u0627\u064a\u062b\u0648\u0646 first_request.py<\/code> \u0641\u064a \u0646\u0641\u0633 \u0646\u0627\u0641\u0630\u0629 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0627\u0644\u062a\u064a \u0642\u0645\u062a \u0641\u064a\u0647\u0627 \u0628\u062a\u0639\u064a\u064a\u0646 \u0627\u0644\u0645\u0641\u062a\u0627\u062d. \u0641\u064a \u062d\u0627\u0644\u0629 \u0646\u062c\u0627\u062d \u0627\u0644\u0627\u0633\u062a\u062f\u0639\u0627\u0621\u060c \u064a\u062c\u0628 \u0623\u0646 \u064a\u064f\u0639\u0631\u0636 \u0646\u0635 \u0625\u062c\u0627\u0628\u0629 \u063a\u064a\u0631 \u0641\u0627\u0631\u063a. \u0625\u0630\u0627 \u0643\u0646\u062a \u0628\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062f\u0644\u064a\u0644 \u0639\u0644\u0649 \u0627\u0644\u0646\u062a\u064a\u062c\u0629\u060c \u0641\u0627\u0646\u062a\u0642\u0644 \u0625\u0644\u0649 \u062e\u0637\u0648\u0629 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0645\u0635\u062f\u0631\u061b \u0641\u0627\u0644\u0646\u0635 \u0648\u062d\u062f\u0647 \u0644\u0627 \u064a\u064f\u0639\u062f \u0641\u062d\u0635\u064b\u0627 \u0643\u0627\u0645\u0644\u0627\u064b.<\/p>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u062e\u0627\u0635\u064a\u0629 \u0627\u0644\u0631\u0627\u062d\u0629 <code>\u0646\u0635_\u0627\u0644\u0625\u062e\u0631\u0627\u062c<\/code> \u064a\u0642\u062f\u0645 \u0644\u0643 \u0646\u0635 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629. \u0627\u062d\u062a\u0641\u0638 \u0623\u064a\u0636\u064b\u0627 \u0628\u0643\u0627\u0645\u0644 \u0643\u0627\u0626\u0646 \u0627\u0644\u0631\u062f: \u0641\u0633\u062c\u0644\u0627\u062a \u0627\u0644\u0645\u0635\u062f\u0631 \u0648\u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0648\u062c\u0648\u062f\u0629 \u0641\u064a \u0627\u0644\u0646\u0635 \u0627\u0644\u0645\u0643\u062a\u0648\u0628\u060c \u0648\u0644\u064a\u0633\u062a \u0641\u064a \u0627\u0644\u0641\u0642\u0631\u0629 \u0627\u0644\u0645\u0637\u0628\u0648\u0639\u0629 \u0648\u062d\u062f\u0647\u0627.<\/p>\n\n\n\n<h3 class=\"wp-block-heading pat-h3\">\u0646\u0641\u0633 \u0627\u0644\u0637\u0644\u0628 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 cURL<\/h3>\n\n\n\n<pre class=\"wp-block-code pat-code\"><code>curl https:\/\/api.perplexity.ai\/v1\/agent \\\n  -H \"Authorization: Bearer $PERPLEXITY_API_KEY\" \\\n  -H \"Content-Type: application\/json\" \\\n  -d '{\n    \"preset\": \"fast\",\n    \"input\": \"\u0643\u064a\u0641 \u064a\u0646\u0628\u063a\u064a \u0644\u0645\u0634\u0631\u0648\u0639 \u0635\u063a\u064a\u0631 \u0628\u0644\u063a\u0629 Python \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062a\u0628\u0639\u064a\u0627\u062a\u061f\"\n  }'<\/code><\/pre>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u064a\u0633\u062a\u062e\u062f\u0645 \u0645\u062b\u0627\u0644 cURL \u0647\u0630\u0627 \u0635\u064a\u063a\u0629 \u0644\u063a\u0629 Bash \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0646\u0638\u0627\u0645\u064a macOS \u0648Linux \u0623\u0648 \u0623\u064a \u0634\u0644 \u0645\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 Bash. \u064a\u0624\u062f\u064a \u0643\u0644 \u062a\u0634\u063a\u064a\u0644 \u0625\u0644\u0649 \u0625\u0631\u0633\u0627\u0644 \u0637\u0644\u0628 \u0622\u062e\u0631 \u062e\u0627\u0636\u0639 \u0644\u0644\u0641\u0648\u062a\u0631\u0629. \u0644\u0627 \u062a\u0633\u062a\u062e\u062f\u0645\u0647 \u0625\u0644\u0627 \u0639\u0646\u062f\u0645\u0627 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0641\u0635\u0644 \u0645\u0634\u0643\u0644\u0629 \u062a\u062a\u0639\u0644\u0642 \u0628\u0646\u0642\u0637\u0629 \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0639\u0646 \u0645\u0634\u0643\u0644\u0629 \u062a\u062a\u0639\u0644\u0642 \u0628\u0644\u063a\u0629 Python\u061b \u0648\u0644\u0627 \u062a\u0642\u0645 \u0628\u062a\u0634\u063a\u064a\u0644 \u0643\u0644 \u0625\u0635\u062f\u0627\u0631 \u0644\u0645\u062c\u0631\u062f \u0645\u062a\u0627\u0628\u0639\u0629 \u0627\u0644\u062e\u0637\u0648\u0627\u062a.<\/p>\n\n\n\n<h3 class=\"wp-block-heading pat-h3\">\u0645\u0627 \u064a\u0639\u0627\u062f\u0644 \u0630\u0644\u0643 \u0641\u064a \u062c\u0627\u0641\u0627 \u0633\u0643\u0631\u064a\u0628\u062a \u0645\u0646 \u062c\u0627\u0646\u0628 \u0627\u0644\u062e\u0627\u062f\u0645<\/h3>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u064a\u062a\u0636\u0645\u0646 Node.js 18+ \u0645\u0627 \u064a\u0644\u064a <code>\u062c\u0644\u0628<\/code>, \u060c \u0644\u0630\u0627 \u0641\u0625\u0646 \u0627\u062e\u062a\u0628\u0627\u0631 \u00ab\u0633\u0645\u0648\u0643\u00bb \u0645\u0646 \u062c\u0627\u0646\u0628 \u0627\u0644\u062e\u0627\u062f\u0645 \u0644\u0627 \u064a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0645\u0643\u062a\u0628\u0629 \u0625\u0636\u0627\u0641\u064a\u0629. \u0627\u0642\u0631\u0623 \u0627\u0644\u0646\u0635 \u0627\u0644\u062e\u0627\u0645 <code>\u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a<\/code> \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0641\u064a \u0627\u0633\u062a\u062c\u0627\u0628\u0629 JSON\u061b \u062a\u0648\u0641\u0631 \u062d\u0632\u0645\u0629 SDK \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0644\u063a\u0629 Python \u0637\u0631\u064a\u0642\u0629 \u0645\u0631\u064a\u062d\u0629 <code>\u0646\u0635_\u0627\u0644\u0625\u062e\u0631\u0627\u062c<\/code> \u0645\u0644\u062d\u0642.<\/p>\n\n\n\n<pre class=\"wp-block-code pat-code\"><code>const res = await fetch(\"https:\/\/api.perplexity.ai\/v1\/agent\", {\n  method: \"POST\",\n  headers: {\n    Authorization: `Bearer ${process.env.PERPLEXITY_API_KEY}`,\n    \"Content-Type\": \"application\/json\"\n  },\n  body: JSON.stringify({\n    preset: \"fast\",\n    input: \"\u0643\u064a\u0641 \u064a\u0646\u0628\u063a\u064a \u0644\u0645\u0634\u0631\u0648\u0639 Python \u0635\u063a\u064a\u0631 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062a\u0628\u0639\u064a\u0627\u062a\u061f\"\n  })\n});\nif (!res.ok) throw new Error(`Perplexity HTTP ${res.status}`);\nconsole.log(await res.json());<\/code><\/pre>\n\n\n\n<h2 id=\"sources\" class=\"wp-block-heading pat-h2\">\u0627\u0644\u062e\u0637\u0648\u0629 3: \u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0648\u0645\u0637\u0627\u0628\u0642\u062a\u0647\u0627 \u0645\u0639 \u0645\u0635\u0627\u062f\u0631\u0647\u0627<\/h2>\n\n\n\n<p class=\"pat-p wp-block-paragraph\"><a href=\"https:\/\/docs.perplexity.ai\/docs\/agent-api\/migrate-from-sonar\/how-to#inline-citations\">\u0627\u0644\u0625\u0631\u0634\u0627\u062f\u0627\u062a \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0628\u0634\u0623\u0646 \u0627\u0644\u0625\u0634\u0627\u062f\u0629<\/a> \u064a\u0641\u0635\u0644 \u0627\u0644\u0646\u0635 \u0627\u0644\u0646\u062b\u0631\u064a \u0639\u0646 \u0633\u062c\u0644\u0627\u062a \u0627\u0644\u0623\u062f\u0644\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647. \u062a\u0635\u0644 \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0641\u064a \u0634\u0643\u0644 <code>\u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a<\/code> \u0639\u0646\u0635\u0631 \u0645\u0646 \u0627\u0644\u0646\u0648\u0639 <code>\u0646\u062a\u0627\u0626\u062c_\u0627\u0644\u0628\u062d\u062b<\/code>. \u0627\u0642\u0631\u0623 \u0630\u0644\u0643 \u0627\u0644\u0645\u0642\u0627\u0644 <code>\u0627\u0644\u0646\u062a\u0627\u0626\u062c<\/code> \u0648\u0645\u0637\u0627\u0628\u0642\u0629 \u0643\u0644 \u0639\u0644\u0627\u0645\u0629 \u0645\u0631\u062c\u0639 \u0645\u0639 \u0627\u0644\u0646\u062a\u064a\u062c\u0629 <code>id<\/code>. \u062a\u062d\u062a\u0648\u064a \u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u0639\u0644\u0649 \u0639\u0646\u0648\u0627\u0646 \u0648\u0639\u0646\u0648\u0627\u0646 URL\u061b \u064a\u062c\u0628 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u0641\u0642\u0648\u062f\u0629 \u0642\u0628\u0644 \u0639\u0631\u0636\u0647\u0627.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"848\" height=\"880\" src=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/perplexity-api-official-inline-citations.webp\" alt=\"\u0627\u0644\u0648\u062b\u0627\u0626\u0642 \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0644\u0640 Perplexity \u0627\u0644\u062a\u064a \u062a\u0634\u0631\u062d \u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0631\u062c\u0639\u064a\u0629 \u0627\u0644\u0645\u0631\u0642\u0645\u0629\u060c \u0648\u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0631\u062c\u0639\u064a\u0629 \u0627\u0644\u0645\u0635\u0646\u0641\u0629 \u062d\u0633\u0628 \u0627\u0644\u0645\u0635\u062f\u0631\u060c \u0648\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0645\u0637\u0627\u0628\u0642\u0629 \u0644\u0645\u0639\u0631\u0641\u0627\u062a \u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0628\u062d\u062b.\" class=\"wp-image-20034\" srcset=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/perplexity-api-official-inline-citations.webp 848w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/perplexity-api-official-inline-citations-289x300.webp 289w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/perplexity-api-official-inline-citations-12x12.webp 12w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/perplexity-api-official-inline-citations-767x796.webp 767w\" sizes=\"(max-width: 848px) 100vw, 848px\" \/><\/figure>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u0647\u0630\u0647 \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u0623\u062e\u064a\u0631\u0629 \u0645\u0647\u0645\u0629. \u0644\u0627 \u062a\u0641\u062a\u0631\u0636 \u0623\u0646 \u201c\u0627\u0644\u0645\u0631\u062c\u0639 1\u201d \u0647\u0648 \u062f\u0627\u0626\u0645\u064b\u0627 \u0627\u0644\u0639\u0646\u0635\u0631 \u0627\u0644\u0623\u0648\u0644 \u0641\u064a \u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0629 \u0628\u0639\u062f \u0623\u0646 \u062a\u0636\u064a\u0641 \u0623\u062f\u0627\u0629 \u0623\u062e\u0631\u0649 \u0639\u0646\u0635\u0631\u064b\u0627. \u0642\u0645 \u0628\u0625\u0646\u0634\u0627\u0621 \u0639\u0645\u0644\u064a\u0629 \u0628\u062d\u062b \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0639\u0631\u0651\u0641\u060c \u062b\u0645 \u062d\u062f\u062f \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0638\u0647\u0631 \u0641\u0639\u0644\u064a\u064b\u0651\u0627 \u0641\u064a \u0627\u0644\u0625\u062c\u0627\u0628\u0629.<\/p>\n\n\n\n<pre class=\"wp-block-code pat-code\"><code>def field(obj, name, default=None):\n    return obj.get(name, default) if isinstance(obj, dict) else getattr(obj, name, default)\n\ndef source_index(output):\n    sources = {}\n    for item in output or &#91;]:\n        if field(item, \"type\") != \"search_results\":\n            continue\n        for result in field(item, \"results\", &#91;]) or &#91;]:\n            sid, url = field(result, \"id\"), field(result, \"url\")\n            if sid is None:\n                continue\n            key = str(sid)\n            if key in sources and field(sources&#91;key], \"url\") != url:\n                raise ValueError(f\"Conflicting URLs for source ID {key}\")\n            sources&#91;key] = result\n    return sources\n\nsources = source_index(response.output)\nprint(sources.get(\"7\"))  # A source ID, not array position 7<\/code><\/pre>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u0627\u0644\u0646\u0635 \u0627\u0644\u0643\u0627\u0645\u0644 \u0627\u0644\u0648\u0627\u0631\u062f \u0623\u062f\u0646\u0627\u0647 \u064a\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 <code>[1]<\/code> \u0648 <code>[web:1]<\/code>, \u060c \u0648\u0647\u064a \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0627\u0633\u062a\u0634\u0647\u0627\u062f \u0627\u0644\u0645\u0648\u062b\u0642\u0629 \u0644\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u0633\u0628\u0642\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629. \u062a\u062a\u0639\u0627\u0645\u0644 \u0627\u0644\u0623\u062f\u0627\u0629 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0645\u0630\u0643\u0648\u0631\u0629 \u0623\u0639\u0644\u0627\u0647 \u0645\u0639 \u0643\u0627\u0626\u0646\u0627\u062a SDK \u0648\u0627\u0644\u0642\u0648\u0627\u0645\u064a\u0633 \u0639\u0644\u0649 \u062d\u062f \u0633\u0648\u0627\u0621\u060c \u0648\u062a\u0631\u0641\u0636 \u0639\u0646\u0627\u0648\u064a\u0646 URL \u0627\u0644\u0645\u062a\u0639\u0627\u0631\u0636\u0629 \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0644\u0646\u0641\u0633 \u0627\u0644\u0645\u0639\u0631\u0651\u0641. \u0643\u0645\u0627 \u0623\u0646\u0647\u0627 \u0644\u0627 \u062a\u0639\u064a\u062f \u062a\u0631\u0642\u064a\u0645 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0648\u0644\u0627 \u062a\u062d\u0627\u0648\u0644 \u062a\u062e\u0645\u064a\u0646 \u0627\u0644\u0645\u0635\u062f\u0631 \u0627\u0644\u0645\u0641\u0642\u0648\u062f.<\/p>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u0644\u0644\u0627\u0637\u0644\u0627\u0639 \u0639\u0644\u0649 \u0645\u0646\u0627\u0642\u0634\u0629 \u0623\u0643\u062b\u0631 \u0634\u0645\u0648\u0644\u0627\u064b \u062d\u0648\u0644 \u062c\u0648\u062f\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0647\u0627\u062f\u0627\u062a\u060c \u0627\u0646\u0638\u0631 <a href=\"https:\/\/www.glbgpt.com\/hub\/perplexity-citation-accuracy\/\">\u062f\u0644\u064a\u0644 \u062f\u0642\u0629 \u0627\u0644\u0627\u0642\u062a\u0628\u0627\u0633 \u0641\u064a Perplexity<\/a>. \u064a\u064f\u0639\u062f \u0627\u0644\u0627\u0633\u062a\u0634\u0647\u0627\u062f \u0633\u062c\u0644\u0627\u064b \u0644\u0644\u062a\u062a\u0628\u0639\u061b \u0648\u0644\u0627 \u064a\u0632\u0627\u0644 \u062a\u0637\u0628\u064a\u0642\u0643 \u0628\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0633\u064a\u0627\u0633\u0629 \u062a\u062a\u0646\u0627\u0648\u0644 \u0627\u0644\u0635\u0641\u062d\u0627\u062a \u0627\u0644\u0642\u062f\u064a\u0645\u0629 \u0648\u0639\u0646\u0627\u0648\u064a\u0646 URL \u0627\u0644\u0645\u0643\u0631\u0631\u0629 \u0648\u0627\u0644\u0627\u062f\u0639\u0627\u0621\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629.<\/p>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0625\u0630\u0627 \u0627\u062d\u062a\u0648\u0649 \u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0629 \u0627\u0644\u0645\u064f\u0631\u062c\u0639\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u0639\u0631\u0651\u0641 2 \u0645\u062a\u0628\u0648\u0639\u064b\u0627 \u0628\u0627\u0644\u0645\u0639\u0631\u0651\u0641 7\u060c \u0641\u0625\u0646 \u0627\u0644\u0639\u0644\u0627\u0645\u0629 <code>[7]<\/code> \u064a\u062c\u0628 \u0623\u0646 \u064a\u0631\u062a\u0628\u0637 \u0628\u0627\u0644\u0645\u0639\u0631\u0651\u0641 \u0631\u0642\u0645 7. \u0625\u0630\u0627 \u0638\u0647\u0631 \u0646\u0641\u0633 \u0639\u0646\u0648\u0627\u0646 URL \u062a\u062d\u062a \u0627\u0644\u0645\u0639\u0631\u0651\u0641\u064a\u0646 \u0631\u0642\u0645 7 \u06489\u060c \u0641\u064a\u0645\u0643\u0646\u0643 \u0639\u0631\u0636 \u0647\u0630\u0627 \u0627\u0644\u0639\u0646\u0648\u0627\u0646 \u0645\u0631\u0629 \u0648\u0627\u062d\u062f\u0629 \u0645\u0639 \u0627\u0644\u0627\u062d\u062a\u0641\u0627\u0638 \u0628\u0643\u0644\u0627 \u0627\u0644\u0645\u0639\u0631\u0651\u0641\u064a\u0646. \u0625\u0630\u0627 \u0644\u0645 \u064a\u0638\u0647\u0631 \u0627\u0644\u0645\u0639\u0631\u0651\u0641 \u0631\u0642\u0645 8 \u0645\u0637\u0644\u0642\u064b\u0627\u060c \u0641\u0627\u062d\u062a\u0641\u0638 \u0628\u0640 <code>[8]<\/code> \u0625\u0638\u0647\u0627\u0631\u0647 \u0648\u0648\u0636\u0639 \u0639\u0644\u0627\u0645\u0629 \u0639\u0644\u064a\u0647 \u0628\u0627\u0639\u062a\u0628\u0627\u0631\u0647 \u063a\u064a\u0631 \u0645\u0637\u0627\u0628\u0642.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"597\" src=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/perplexity-api-citation-id-workflow-1024x597.webp\" alt=\"\u064a\u062a\u0645 \u0631\u0628\u0637 \u0627\u0644\u0645\u0631\u062c\u0639 \u0631\u0642\u0645 7 \u0628\u0646\u062a\u064a\u062c\u0629 \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u062a\u064a \u062a\u062d\u0645\u0644 \u0627\u0644\u0631\u0642\u0645 \u0627\u0644\u062a\u0639\u0631\u064a\u0641\u064a 7\u060c \u062d\u062a\u0649 \u0644\u0648 \u0638\u0647\u0631\u062a \u0646\u062a\u064a\u062c\u0629 \u0623\u062e\u0631\u0649 \u0641\u064a \u0627\u0644\u0645\u0631\u062a\u0628\u0629 \u0627\u0644\u0623\u0648\u0644\u0649.\" class=\"wp-image-20035\" srcset=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/perplexity-api-citation-id-workflow-1024x597.webp 1024w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/perplexity-api-citation-id-workflow-300x175.webp 300w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/perplexity-api-citation-id-workflow-768x448.webp 768w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/perplexity-api-citation-id-workflow-18x10.webp 18w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/perplexity-api-citation-id-workflow.webp 1440w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 id=\"filters\" class=\"wp-block-heading pat-h2\">\u0627\u0644\u062e\u0637\u0648\u0629 4: \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0639\u0648\u0627\u0645\u0644 \u062a\u0635\u0641\u064a\u0629 \u0627\u0644\u0628\u062d\u062b<\/h2>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u0628\u0645\u062c\u0631\u062f \u0623\u0646 \u064a\u0639\u0645\u0644 \u0627\u0644\u0637\u0644\u0628 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u060c \u0642\u0645 \u0628\u062a\u062d\u062f\u064a\u062f \u0646\u0637\u0627\u0642 \u0627\u0644\u0628\u062d\u062b \u0639\u0646\u062f\u0645\u0627 \u064a\u0643\u0648\u0646 \u0644\u0633\u0624\u0627\u0644\u0643 \u062d\u062f\u0648\u062f \u0648\u0627\u0636\u062d\u0629 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u0645\u0631\u062c\u0639 \u0627\u0644\u0645\u0648\u062b\u0648\u0642. \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u062a\u0639\u0628\u0626\u0629 \u062d\u0632\u0645 Python\u060c \u062a\u064f\u0639\u062f \u0648\u062b\u0627\u0626\u0642 \u0627\u0644\u0644\u063a\u0629 \u0648\u062f\u0644\u064a\u0644 \u0627\u0644\u062a\u0639\u0628\u0626\u0629 \u0646\u0642\u0627\u0637 \u0627\u0646\u0637\u0644\u0627\u0642 \u0623\u0641\u0636\u0644 \u0645\u0646 \u0623\u064a \u062f\u0644\u064a\u0644 \u062a\u0639\u0644\u064a\u0645\u064a \u0639\u0634\u0648\u0627\u0626\u064a.<\/p>\n\n\n\n<pre class=\"wp-block-code pat-code\"><code>response = client.responses.create(\n    preset=\"fast\",\n    input=(\n        \"How should a small Python project use virtual environments \"\n        \"and manage dependencies? Cite the guidance you use.\"\n    ),\n    tools=&#91;\n        {\n            \"type\": \"web_search\",\n            \"filters\": {\n                \"search_domain_filter\": &#91;\n                    \"docs.python.org\",\n                    \"packaging.python.org\",\n                ]\n            },\n        }\n    ],\n)<\/code><\/pre>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u064a\u064f\u062f\u0631\u062c \u0627\u0644\u0645\u0631\u0634\u062d \u0636\u0645\u0646 \u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0623\u062f\u0627\u0629 \u0627\u0644\u0628\u062d\u062b \u0639\u0644\u0649 \u0627\u0644\u0648\u064a\u0628. \u0643\u0645\u0627 \u062a\u0635\u0641 \u0648\u062b\u0627\u0626\u0642 \u0627\u0644\u062a\u0631\u062d\u064a\u0644 \u0623\u064a\u0636\u064b\u0627 <code>filter_search_recency<\/code> \u0644\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0633\u0631\u0639\u0629 \u0641\u064a \u0627\u0644\u0625\u062c\u0627\u0628\u0629. \u0627\u0633\u062a\u062e\u062f\u0645 \u0645\u0639\u064a\u0627\u0631 \u00ab\u0627\u0644\u062d\u062f\u0627\u062b\u0629\u00bb \u0639\u0646\u062f\u0645\u0627 \u064a\u0639\u062a\u0645\u062f \u0627\u0644\u0633\u0624\u0627\u0644 \u0639\u0644\u0649 \u0627\u0644\u0625\u0635\u062f\u0627\u0631\u0627\u062a \u0623\u0648 \u0627\u0644\u0623\u062e\u0628\u0627\u0631 \u0627\u0644\u062d\u062f\u064a\u062b\u0629\u061b \u0641\u0642\u062f \u064a\u0624\u062f\u064a \u0627\u0644\u062c\u0645\u0639 \u0628\u064a\u0646 \u0645\u062c\u0627\u0644 \u0636\u064a\u0642 \u062c\u062f\u064b\u0651\u0627 \u0648\u062a\u0627\u0631\u064a\u062e \u0645\u062d\u062f\u062f \u0625\u0644\u0649 \u0639\u062f\u0645 \u062a\u0648\u0641\u0631 \u0623\u062f\u0644\u0629 \u0643\u0627\u0641\u064a\u0629.<\/p>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u0644\u0637\u0631\u062d \u0633\u0624\u0627\u0644 \u062d\u0648\u0644 \u0627\u0644\u0625\u0635\u062f\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u064a \u0635\u062f\u0631\u062a \u062e\u0644\u0627\u0644 \u0627\u0644\u0634\u0647\u0631 \u0627\u0644\u0645\u0627\u0636\u064a\u060c \u0623\u0636\u0641 <code>\"search_recency_filter\": \"month\"<\/code> \u0628\u062c\u0627\u0646\u0628 <code>\u0645\u0631\u0634\u062d_\u0627\u0644\u0628\u062d\u062b_\u062d\u0633\u0628_\u0627\u0644\u0646\u0637\u0627\u0642<\/code>. \u0627\u0633\u062a\u0628\u0639\u062f\u0647\u0627 \u0645\u0646 \u0645\u062b\u0627\u0644 \u0627\u0644\u0628\u064a\u0626\u0629 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629: \u0641\u0642\u062f \u064a\u0643\u0648\u0646 \u062a\u0627\u0631\u064a\u062e \u0646\u0634\u0631 \u0627\u0644\u0648\u062b\u0627\u0626\u0642 \u0627\u0644\u0645\u0633\u062a\u0642\u0631\u0629 \u0623\u0642\u062f\u0645. \u0625\u0630\u0627 \u0642\u0645\u062a \u0628\u0627\u0644\u062a\u0628\u062f\u064a\u0644 \u0645\u0646 \u0646\u0645\u0648\u0630\u062c \u0645\u062d\u062f\u062f \u0645\u0633\u0628\u0642\u064b\u0627 \u0625\u0644\u0649 \u0646\u0645\u0648\u0630\u062c \u062a\u0645 \u0627\u062e\u062a\u064a\u0627\u0631\u0647 \u0645\u0628\u0627\u0634\u0631\u0629\u064b\u060c \u0641\u0642\u0645 \u0628\u062a\u0636\u0645\u064a\u0646 \u0623\u062f\u0627\u0629 \u0627\u0644\u0628\u062d\u062b \u0639\u0644\u0649 \u0627\u0644\u0648\u064a\u0628 \u0628\u0634\u0643\u0644 \u0635\u0631\u064a\u062d.<\/p>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u0642\u0627\u0631\u0646 \u0628\u064a\u0646 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0645\u064f\u0635\u0641\u0627\u0629 \u0648\u063a\u064a\u0631 \u0627\u0644\u0645\u064f\u0635\u0641\u0627\u0629 \u0623\u062b\u0646\u0627\u0621 \u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062a\u0637\u0648\u064a\u0631. \u0625\u0630\u0627 \u062a\u063a\u064a\u0631\u062a \u0627\u0644\u0625\u062c\u0627\u0628\u0629\u060c \u0641\u0633\u062c\u0644 \u0627\u0644\u0633\u0628\u0628: \u0641\u0642\u062f \u064a\u0624\u062f\u064a \u0623\u062d\u062f \u0627\u0644\u0645\u0631\u0634\u062d\u0627\u062a \u0625\u0644\u0649 \u0625\u0632\u0627\u0644\u0629 \u0633\u064a\u0627\u0642 \u0645\u0641\u064a\u062f\u060c \u0623\u0648 \u0642\u062f \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0625\u0632\u0627\u0644\u0629 \u0635\u0641\u062d\u0627\u062a \u0630\u0627\u062a \u0645\u0635\u062f\u0627\u0642\u064a\u0629 \u0645\u0646\u062e\u0641\u0636\u0629 \u0643\u0627\u0646\u062a \u062a\u0634\u062a\u062a \u0627\u0646\u062a\u0628\u0627\u0647 \u0627\u0644\u0646\u0645\u0648\u0630\u062c. \u0648\u0647\u0630\u0627 \u0642\u0631\u0627\u0631 \u064a\u062a\u0639\u0644\u0642 \u0628\u0627\u0644\u062c\u0648\u062f\u0629\u060c \u0648\u0644\u064a\u0633 \u0636\u0645\u0627\u0646\u064b\u0627 \u0628\u0623\u0646 \u0643\u0644 \u0635\u0641\u062d\u0629 \u0645\u062a\u0628\u0642\u064a\u0629 \u0635\u062d\u064a\u062d\u0629.<\/p>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u0625\u0630\u0627 \u0643\u0627\u0646 \u062a\u0637\u0628\u064a\u0642\u0643 \u064a\u062d\u062a\u0627\u062c \u0641\u0642\u0637 \u0625\u0644\u0649 \u0627\u0644\u0631\u0648\u0627\u0628\u0637 \u0648\u0627\u0644\u0645\u0642\u062a\u0637\u0641\u0627\u062a \u0627\u0644\u0645\u0631\u062a\u0628\u0629\u060c \u0641\u0627\u0633\u062a\u062f\u0639\u0650 \u0627\u0644\u062f\u0627\u0644\u0629 <a href=\"https:\/\/docs.perplexity.ai\/docs\/getting-started\/quickstart\">\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0628\u062d\u062b<\/a> \u0648\u0642\u0645 \u0628\u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u062a\u0648\u0644\u064a\u0641 \u0628\u0646\u0641\u0633\u0643. \u0641\u0647\u0630\u0627 \u0627\u0644\u0641\u0635\u0644 \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0633\u0647\u0644 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0629 \u0648\u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a. \u0648\u0644\u0625\u062c\u0631\u0627\u0621 \u0645\u0642\u0627\u0631\u0646\u0629 \u0623\u0648\u0633\u0639 \u0646\u0637\u0627\u0642\u064b\u0627 \u0645\u0639 Google\u060c \u0627\u0646\u0638\u0631 <a href=\"https:\/\/www.glbgpt.com\/hub\/how-is-perplexity-different-than-google\/\">\u0643\u064a\u0641 \u064a\u062e\u062a\u0644\u0641 Perplexity \u0639\u0646 Google<\/a>.<\/p>\n\n\n\n<h2 id=\"export\" class=\"wp-block-heading pat-h2\">\u0627\u0644\u062e\u0637\u0648\u0629 5: \u062d\u0641\u0638 \u0625\u062c\u0627\u0628\u0629 \u0643\u0627\u0645\u0644\u0629 \u0645\u0639 \u0645\u0635\u0627\u062f\u0631 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0646\u0642\u0631 \u0639\u0644\u064a\u0647\u0627<\/h2>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u0627\u062d\u0641\u0638 \u0645\u0627 \u064a\u0644\u064a \u0628\u0627\u0633\u0645 <code>perplexity_tutorial.py<\/code>. \u0648\u0647\u0648 \u0628\u0631\u0646\u0627\u0645\u062c \u0645\u0633\u062a\u0642\u0644 \u0628\u0630\u0627\u062a\u0647: \u0641\u0647\u0648 \u064a\u062a\u0636\u0645\u0646 \u0623\u062f\u0627\u0629 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0645\u0635\u062f\u0631\u060c \u0648\u064a\u0637\u0628\u0642 \u0645\u0631\u0634\u062d \u0646\u0637\u0627\u0642 \u0648\u062b\u0627\u0626\u0642 \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u0648\u064a\u062d\u0648\u0644 \u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0627\u0642\u062a\u0628\u0627\u0633 \u0627\u0644\u0645\u062a\u0637\u0627\u0628\u0642\u0629 \u0625\u0644\u0649 \u0631\u0648\u0627\u0628\u0637\u060c \u0648\u064a\u062c\u0645\u0639 \u0639\u0646\u0627\u0648\u064a\u0646 URL \u0627\u0644\u0645\u0643\u0631\u0631\u0629 \u062f\u0648\u0646 \u0641\u0642\u062f\u0627\u0646 \u0645\u0639\u0631\u0651\u0641\u0627\u062a\u0647\u0627\u060c \u0648\u064a\u062d\u0641\u0638 \u0627\u0633\u062a\u062c\u0627\u0628\u0629 SDK \u0627\u0644\u0643\u0627\u0645\u0644\u0629 \u062c\u0646\u0628\u064b\u0627 \u0625\u0644\u0649 \u062c\u0646\u0628 \u0645\u0639 \u0645\u0644\u0641 Markdown.<\/p>\n\n\n\n<pre class=\"wp-block-code pat-code\"><code>from pathlib import Path\nfrom collections import defaultdict\nfrom urllib.parse import urlsplit\nimport json\nimport re\n\nQUESTION = (\n    \"How should a small Python project use virtual environments \"\n    \"and manage dependencies?\"\n)\n# Supports the documented &#91;1] and &#91;web:1] forms in prose answers.\nCITATION_RE = re.compile(r\"(?&lt;!!)\\&#91;(?:web:)?(\\d+)\\](?!\\()\")\n\ndef field(obj, name, default=None):\n    return obj.get(name, default) if isinstance(obj, dict) else getattr(obj, name, default)\n\ndef source_index(output):\n    sources = {}\n    for item in output or &#91;]:\n        if field(item, \"type\") != \"search_results\":\n            continue\n        for result in field(item, \"results\", &#91;]) or &#91;]:\n            sid, url = field(result, \"id\"), field(result, \"url\")\n            if sid is None:\n                continue\n            key = str(sid)\n            if key in sources and field(sources&#91;key], \"url\") != url:\n                raise ValueError(f\"Conflicting URLs for source ID {key}\")\n            sources&#91;key] = result\n    return sources\n\ndef safe_url(value):\n    if not isinstance(value, str):\n        return None\n    parsed = urlsplit(value)\n    if parsed.scheme not in (\"http\", \"https\") or not parsed.netloc:\n        return None\n    # Protect a Markdown angle-bracket destination.\n    return value.replace(\"&lt;\", \"%3C\").replace(\"&gt;\", \"%3E\").replace(\" \", \"%20\")\n\ndef md_label(value):\n    return re.sub(r\"(&#91;\\\\\\&#91;\\]&lt;&gt;])\", r\"\\\\\\1\", str(value).replace(\"\\n\", \" \"))\n\ndef export_markdown(answer, output, question=QUESTION):\n    sources = source_index(output)\n    cited = list(dict.fromkeys(CITATION_RE.findall(answer)))\n    missing = &#91;\n        sid for sid in cited\n        if sid not in sources or not safe_url(field(sources&#91;sid], \"url\"))\n    ]\n    def link(match):\n        sid = match.group(1)\n        url = safe_url(field(sources.get(sid, {}), \"url\"))\n        return f\"&#91;{match.group(0)&#91;1:-1]}](&lt;{url}&gt;)\" if url else match.group(0)\n\n    # Keep every ID when the same URL appears under different IDs.\n    grouped = defaultdict(list)\n    titles = {}\n    for sid in cited:\n        source = sources.get(sid, {})\n        url = safe_url(field(source, \"url\"))\n        if url:\n            grouped&#91;url].append(sid)\n            titles.setdefault(url, field(source, \"title\") or url)\n\n    lines = &#91;\"# Source-grounded answer\", \"\", question, \"\",\n             CITATION_RE.sub(link, answer), \"\", \"## Cited sources\", \"\"]\n    for url, ids in grouped.items():\n        lines.append(f\"- IDs {', '.join(ids)}: &#91;{md_label(titles&#91;url])}](&lt;{url}&gt;)\")\n    if missing:\n        lines.append(\"- Unmatched or unusable source IDs: \" + \", \".join(missing))\n    if not cited:\n        lines.append(\"- No recognized inline citations; evidence not verified.\")\n    lines.extend(&#91;\"\", \"Source links require review; matching IDs does not verify claims.\"])\n    return \"\\n\".join(lines) + \"\\n\"\n\ndef main():\n    from perplexity import Perplexity\n    response = Perplexity().responses.create(\n        preset=\"fast\",\n        input=QUESTION,\n        tools=&#91;{\"type\": \"web_search\", \"filters\": {\n            \"search_domain_filter\": &#91;\"docs.python.org\", \"packaging.python.org\"]\n        }}],\n    )\n    answer = response.output_text or \"\"\n    if not answer.strip():\n        raise RuntimeError(\"No answer text returned; inspect response status and errors.\")\n    Path(\"perplexity-response.json\").write_text(\n        response.model_dump_json(indent=2), encoding=\"utf-8\"\n    )\n    Path(\"perplexity-answer.md\").write_text(\n        export_markdown(answer, response.output), encoding=\"utf-8\"\n    )\n    print(\"Saved perplexity-answer.md and perplexity-response.json\")\n\nif __name__ == \"__main__\":\n    main()\n\n<\/code><\/pre>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u062a\u0634\u063a\u064a\u0644 <code>python perplexity_tutorial.py<\/code> \u0645\u0646 \u062f\u0644\u064a\u0644 \u0645\u0634\u0631\u0648\u0639\u0643. \u0648\u064a\u0642\u0648\u0645 \u0628\u0643\u062a\u0627\u0628\u0629 <code>perplexity-answer.md<\/code> \u0648 <code>perplexity-response.json<\/code> \u0647\u0646\u0627\u0643\u060c \u062d\u064a\u062b \u064a\u062a\u0645 \u0627\u0633\u062a\u0628\u062f\u0627\u0644 \u0627\u0644\u0645\u0644\u0641\u0627\u062a \u0627\u0644\u0633\u0627\u0628\u0642\u0629 \u0628\u062a\u0644\u0643 \u0627\u0644\u062a\u064a \u062a\u062d\u0645\u0644 \u0627\u0644\u0623\u0633\u0645\u0627\u0621 \u0646\u0641\u0633\u0647\u0627. \u064a\u062d\u062a\u0648\u064a \u0645\u0644\u0641 Markdown \u0639\u0644\u0649 \u0627\u0644\u0633\u0624\u0627\u0644 \u0648\u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0647 \u0648\u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0645\u0630\u0643\u0648\u0631\u0629 \u0648\u0623\u064a \u0645\u0639\u0631\u0651\u0641\u0627\u062a \u063a\u064a\u0631 \u0645\u062a\u0637\u0627\u0628\u0642\u0629. \u0623\u0645\u0627 \u0645\u0644\u0641 JSON \u0641\u064a\u062d\u062a\u0641\u0638 \u0628\u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u062f\u0629 \u0648\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u0623\u063a\u0631\u0627\u0636 \u0627\u0644\u062a\u0634\u062e\u064a\u0635.<\/p>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u064a\u0633\u062a\u0647\u062f\u0641 \u0627\u0644\u0645\u062d\u0644\u0644 \u0627\u0644\u0635\u064a\u063a \u0627\u0644\u0645\u0648\u062b\u0642\u0629 \u0630\u0627\u062a \u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u0648\u0627\u062d\u062f\u0629 \u0641\u064a \u0627\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u0646\u062b\u0631\u064a\u0629. \u0648\u0647\u0648 \u0644\u064a\u0633 \u0645\u062d\u0644\u0644\u064b\u0627 \u0643\u0627\u0645\u0644\u064b\u0627 \u0644\u0640 Markdown: \u0625\u0630\u0627 \u0643\u0627\u0646 \u062a\u0637\u0628\u064a\u0642\u0643 \u064a\u062a\u0637\u0644\u0628 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Markdown \u0628\u0634\u0643\u0644 \u062a\u0639\u0633\u0641\u064a\u060c \u0623\u0648 \u0623\u0645\u062b\u0644\u0629 \u0628\u0631\u0645\u062c\u064a\u0629\u060c \u0623\u0648 \u0627\u0642\u062a\u0628\u0627\u0633\u0627\u062a \u0645\u062b\u0644 <code>[1,2]<\/code>, \u060c \u0623\u0636\u0641 \u0645\u064f\u0639\u0627\u0644\u062c\u064b\u0627 \u064a\u062f\u0639\u0645 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0635\u064a\u0627\u063a\u0629 \u0648\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0644\u0647\u0630\u0627 \u0627\u0644\u062a\u0646\u0633\u064a\u0642. \u0644\u0627 \u062a\u0642\u0645 \u0628\u0625\u0639\u0627\u062f\u0629 \u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0623\u0644\u0648\u0641\u0629 \u062f\u0648\u0646 \u0625\u0634\u0639\u0627\u0631.<\/p>\n\n\n\n<h3 class=\"wp-block-heading pat-h3\">\u062a\u062d\u0642\u0642 \u0645\u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u0635\u0641\u062d\u0629 \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u062a\u062f\u0639\u0645 \u0627\u0644\u0625\u062c\u0627\u0628\u0629<\/h3>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u062a\u062d\u0642\u0642 \u0645\u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u0648\u062b\u0627\u0626\u0642 \u0627\u0644\u0645\u0634\u0627\u0631 \u0625\u0644\u064a\u0647\u0627 \u062a\u0634\u0631\u062d \u0628\u0627\u0644\u0641\u0639\u0644 \u0645\u0648\u0636\u0648\u0639 \u0639\u0632\u0644 \u0627\u0644\u0628\u064a\u0626\u0629 \u0648\u062a\u062b\u0628\u064a\u062a \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u062a\u0628\u0639\u064a\u0629. \u0641\u0627\u0644\u0631\u0627\u0628\u0637 \u0627\u0644\u0645\u0624\u062f\u064a \u0625\u0644\u0649 \u0627\u0644\u0635\u0641\u062d\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0640 Python \u0623\u0642\u0644 \u0641\u0627\u0626\u062f\u0629 \u0645\u0646 \u0627\u0644\u0642\u0633\u0645 \u0630\u064a \u0627\u0644\u0635\u0644\u0629 \u0641\u064a \u0627\u0644\u0648\u062b\u0627\u0626\u0642. \u0648\u0625\u0630\u0627 \u0623\u0648\u0635\u062a \u0625\u062d\u062f\u0649 \u0627\u0644\u0625\u062c\u0627\u0628\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0645\u0631 \u0645\u0639\u064a\u0646\u060c \u0641\u062a\u062d\u0642\u0642 \u0645\u0646 \u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0648\u0625\u0635\u062f\u0627\u0631 Python \u0642\u0628\u0644 \u062a\u0646\u0641\u064a\u0630\u0647. \u064a\u062f\u0639\u064a \u0645\u0627\u0631\u0643 \u0623\u0646 \u0627\u0644\u0646\u0635 \u0627\u0644\u0645\u0634\u0627\u0631 \u0625\u0644\u064a\u0647 \u0644\u0627 \u064a\u062f\u0639\u0645 \u062a\u0635\u0646\u064a\u0641 \u00ab\u0644\u0645 \u064a\u062a\u0645 \u062d\u0644\u0647\u00bb.<\/p>\n\n\n\n<h2 id=\"advanced\" class=\"wp-block-heading pat-h2\">\u0623\u0636\u0641 \u0625\u062e\u0631\u0627\u062c\u064b\u0627 \u0645\u062a\u062f\u0641\u0642\u064b\u0627 \u0623\u0648 \u0645\u0646\u0638\u0645\u064b\u0627 \u0639\u0646\u062f \u0627\u0644\u062d\u0627\u062c\u0629<\/h2>\n\n\n\n<h3 class=\"wp-block-heading pat-h3\">\u0627\u0644\u0628\u062b \u0627\u0644\u0645\u0628\u0627\u0634\u0631<\/h3>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u064a\u0639\u0645\u0644 \u0627\u0644\u0628\u062b \u0627\u0644\u0645\u0628\u0627\u0634\u0631 \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0627\u0644\u0645\u0644\u062d\u0648\u0638 \u0641\u064a \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629. \u0648\u064a\u0648\u062b\u0642 \u062f\u0644\u064a\u0644 \u062a\u0631\u062d\u064a\u0644 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0623\u062d\u062f\u0627\u062b \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629 \u0645\u062b\u0644 <code>response.output_text.delta<\/code>. \u0642\u0645 \u0628\u0639\u0631\u0636 \u062a\u0644\u0643 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a \u0641\u0648\u0631 \u0648\u0635\u0648\u0644\u0647\u0627\u060c \u0648\u0644\u0643\u0646 \u0627\u062d\u0631\u0635 \u0623\u064a\u0636\u064b\u0627 \u0639\u0644\u0649 \u062c\u0645\u0639 \u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0631\u062f \u0627\u0644\u0646\u0647\u0627\u0626\u064a \u062d\u062a\u0649 \u062a\u062a\u0645\u0643\u0646 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0645\u0646 \u0639\u0631\u0636 \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0628\u0639\u062f \u0627\u0643\u062a\u0645\u0627\u0644 \u0627\u0644\u0631\u062f. \u0641\u0627\u0644\u062a\u062f\u0641\u0642 \u0627\u0644\u0646\u0635\u064a \u0648\u062d\u062f\u0647 \u0644\u0627 \u064a\u064f\u0639\u062f \u0642\u0627\u0626\u0645\u0629 \u0628\u0627\u0644\u0645\u0635\u0627\u062f\u0631.<\/p>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u0645\u0627 \u064a\u0644\u064a \u0647\u0648 \u0639\u0631\u0636 \u0646\u0635\u064a \u0641\u0642\u0637. \u0627\u062d\u062a\u0641\u0638 \u0628\u0627\u0644\u062a\u0635\u062f\u064a\u0631 \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u062f\u0641\u0642 \u0644\u0644\u0633\u062c\u0644 \u0627\u0644\u0645\u0635\u062f\u0631 \u0627\u0644\u0623\u0648\u0644 \u0627\u0644\u0643\u0627\u0645\u0644\u061b \u062d\u064a\u062b \u064a\u062c\u0628 \u0623\u0646 \u064a\u0642\u0648\u0645 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0628\u062b \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a \u0623\u064a\u0636\u064b\u0627 \u0628\u062c\u0645\u0639 \u0623\u062d\u062f\u0627\u062b \u0627\u0644\u0623\u062f\u0627\u0629\/\u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0648\u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0645\u062a\u0648\u0642\u0641\u0629 \u0623\u0648 \u0627\u0644\u0641\u0627\u0634\u0644\u0629.<\/p>\n\n\n\n<pre class=\"wp-block-code pat-code\"><code>stream = client.responses.create(\n    preset=\"fast\", input=question, stream=True\n)\nfor event in stream:\n    if event.type == \"response.output_text.delta\":\n print(event.delta, end=\"\", flush=True)<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading pat-h3\">\u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0645\u0646\u0638\u0645\u0629<\/h3>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0645\u0646\u0638\u0645\u0629 \u0639\u0646\u062f\u0645\u0627 \u064a\u062d\u062a\u0627\u062c \u0627\u0644\u0643\u0648\u062f \u0627\u0644\u062a\u0627\u0644\u064a \u0625\u0644\u0649 \u062d\u0642\u0648\u0644 \u0645\u062b\u0644 <code>\u0625\u062c\u0627\u0628\u0629<\/code>, <code>\u0645\u0644\u0627\u062d\u0638\u0629 \u0628\u0634\u0623\u0646 \u0627\u0644\u062b\u0642\u0629<\/code> \u0648 <code>\u0623\u0633\u0626\u0644\u0629_\u0627\u0644\u0645\u062a\u0627\u0628\u0639\u0629<\/code>. \u0627\u062d\u062a\u0641\u0638 \u0628\u0645\u0639\u0631\u0651\u0641\u0627\u062a \u0627\u0644\u0645\u0635\u062f\u0631 \u0643\u062d\u0642\u0644 \u0645\u0646\u0641\u0635\u0644 \u0623\u0648 \u0627\u062d\u062a\u0641\u0638 \u0628\u0625\u062e\u0631\u0627\u062c \u00abAgent\u00bb \u0627\u0644\u0623\u0635\u0644\u064a \u062d\u062a\u0649 \u0644\u0627 \u064a\u062e\u0641\u064a \u0645\u062e\u0637\u0637\u0643 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u062d\u0629 \u0627\u0644\u0645\u062e\u0637\u0637 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643 \u0642\u0628\u0644 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u064a\u0647 \u0641\u064a \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644.<\/p>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u064a\u062d\u062a\u0641\u0638 \u0645\u0631\u062c\u0639 \u0627\u0644\u0647\u062c\u0631\u0629 \u0628\u0645\u0627 \u064a\u0644\u064a <code>\u062a\u0646\u0633\u064a\u0642_\u0627\u0644\u0631\u062f<\/code> \u0645\u0639 <code>\u0627\u0644\u0646\u0648\u0639: \"json_schema\"<\/code> \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0645\u062e\u0631\u062c\u0627\u062a \u0645\u0646\u0638\u0645\u0629. \u062d\u062f\u062f \u0627\u0644\u062d\u0642\u0648\u0644 \u0627\u0644\u0625\u0644\u0632\u0627\u0645\u064a\u0629 \u0648\u0645\u0646\u0639 \u0627\u0644\u062e\u0635\u0627\u0626\u0635 \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u0648\u0642\u0639\u0629 \u062d\u064a\u062b\u0645\u0627 \u0643\u0627\u0646 \u0630\u0644\u0643 \u0645\u0646\u0627\u0633\u0628\u064b\u0627. \u062a\u0631\u0643\u0632 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u062d\u0629 \u0627\u0644\u0645\u062e\u0637\u0637 \u0639\u0644\u0649 \u0627\u0644\u0634\u0643\u0644 \u0648\u0644\u064a\u0633 \u0639\u0644\u0649 \u0627\u0644\u0635\u062d\u0629: \u0641\u0644\u0627 \u064a\u0632\u0627\u0644 \u064a\u062a\u0639\u064a\u0646 \u0623\u0646 \u062a\u064f\u062d\u0644 \u0645\u0639\u0631\u0651\u0641\u0627\u062a \u0627\u0644\u0645\u0635\u062f\u0631 \u0625\u0644\u0649 \u0627\u0644\u0633\u062c\u0644\u0627\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u0629 \u0627\u0644\u0645\u064f\u0631\u062c\u0639\u0629\u060c \u0643\u0645\u0627 \u0623\u0646 \u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u062b\u0642\u0629 \u0627\u0644\u0645\u0643\u062a\u0648\u0628\u0629 \u0628\u0648\u0627\u0633\u0637\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0644\u0627 \u062a\u064f\u0639\u062f \u0645\u0642\u064a\u0627\u0633\u064b\u0627 \u0644\u0644\u062f\u0642\u0629.<\/p>\n\n\n\n<h2 id=\"cost-errors\" class=\"wp-block-heading pat-h2\">\u062a\u0643\u0627\u0644\u064a\u0641 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0644\u0640 Perplexity \u0648\u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0627\u0644\u0634\u0627\u0626\u0639\u0629<\/h2>\n\n\n\n<p class=\"pat-p wp-block-paragraph\"><a href=\"https:\/\/docs.perplexity.ai\/docs\/getting-started\/pricing\">\u0635\u0641\u062d\u0629 \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0644\u0640 Perplexity<\/a>, \u060c \u062a\u0645 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646\u0647 \u0641\u064a 28 \u0633\u0628\u062a\u0645\u0628\u0631 2026\u060c \u064a\u0641\u0635\u0644 \u0631\u0645\u0648\u0632 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0639\u0646 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0627\u0644\u0623\u062f\u0648\u0627\u062a. \u0648\u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u0631\u0633\u0648\u0645 \u0627\u0644\u0623\u062f\u0648\u0627\u062a\/\u0627\u0644\u0628\u062d\u062b \u0628\u0627\u0644\u062f\u0648\u0644\u0627\u0631 \u0627\u0644\u0623\u0645\u0631\u064a\u0643\u064a. \u0627\u0644\u0640 <code>\u0633\u0631\u064a\u0639<\/code> \u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0645\u0633\u0628\u0642 \u0644\u0644\u0648\u0643\u064a\u0644 \u0648 <code>search_type: \"fast\"<\/code> \u0647\u0646\u0627\u0643 \u062e\u064a\u0627\u0631\u0627\u062a \u062a\u0643\u0648\u064a\u0646 \u0645\u062e\u062a\u0644\u0641\u0629\u061b \u0641\u0644\u0627 \u062a\u0633\u062a\u0646\u062a\u062c \u0645\u0639\u062f\u0644 \u0627\u0644\u0628\u062d\u062b \u0645\u0646 \u0627\u0633\u0645 \u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0645\u0633\u0628\u0642.<\/p>\n\n\n\n<figure class=\"wp-block-table pat-table\"><table><thead><tr><th>\u0627\u0644\u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u0642\u0627\u0628\u0644 \u0644\u0644\u0641\u0648\u062a\u0631\u0629<\/th><th>\u0627\u0644\u062f\u0648\u0644\u0627\u0631 \u0627\u0644\u0623\u0645\u0631\u064a\u0643\u064a \u0644\u0644\u0633\u0647\u0645 \u0627\u0644\u0648\u0627\u062d\u062f<\/th><th>\u062f\u0648\u0644\u0627\u0631 \u0623\u0645\u0631\u064a\u0643\u064a \u0644\u0643\u0644 1,000<\/th><\/tr><\/thead><tbody><tr><td>\u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0642\u064a\u0627\u0633\u064a \u0639\u0644\u0649 \u0627\u0644\u0648\u064a\u0628 \u0628\u0648\u0627\u0633\u0637\u0629 \u0627\u0644\u0648\u0643\u064a\u0644<\/td><td>$0.0025<\/td><td>$2.50<\/td><\/tr><tr><td>\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u00ab\u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0633\u0631\u064a\u0639 \u0639\u0646 \u0627\u0644\u0648\u0643\u064a\u0644\u00bb<\/td><td>$0.001<\/td><td>$1.00<\/td><\/tr><tr><td>\u062c\u0644\u0628 \u0639\u0646\u0648\u0627\u0646 URL \u0644\u0644\u0648\u0643\u064a\u0644<\/td><td>$0.0005<\/td><td>$0.50<\/td><\/tr><tr><td>\u0637\u0644\u0628 \u0646\u0627\u062c\u062d \u0644\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0644\u0644\u0628\u062d\u062b<\/td><td>$0.005<\/td><td>$5.00<\/td><\/tr><tr><td>\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0644\u0644\u0628\u062d\u062b \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u064a\u0632\u0629 \u00ab\u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0633\u0631\u064a\u0639\u00bb<\/td><td>$0.001<\/td><td>$1.00<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"736\" height=\"1024\" src=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/perplexity-api-official-tool-search-pricing-736x1024.webp\" alt=\"\u062c\u062f\u0627\u0648\u0644 \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0644\u0640 Perplexity \u0627\u0644\u062a\u064a \u062a\u0648\u0636\u062d \u0623\u0633\u0639\u0627\u0631 \u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0623\u062f\u0627\u0629 Agent \u0648\u0623\u0633\u0639\u0627\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0628\u062d\u062b \u0644\u0643\u0644 1,000 \u0637\u0644\u0628.\" class=\"wp-image-20036\" srcset=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/perplexity-api-official-tool-search-pricing-736x1024.webp 736w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/perplexity-api-official-tool-search-pricing-216x300.webp 216w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/perplexity-api-official-tool-search-pricing-9x12.webp 9w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/perplexity-api-official-tool-search-pricing-768x1068.webp 768w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/09\/perplexity-api-official-tool-search-pricing.webp 848w\" sizes=\"(max-width: 736px) 100vw, 736px\" \/><\/figure>\n\n\n\n<p class=\"pat-p wp-block-paragraph\"><strong>\u0645\u062b\u0627\u0644:<\/strong> \u062a\u0643\u0644\u0641\u0629 1,000 \u0639\u0645\u0644\u064a\u0629 \u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0642\u064a\u0627\u0633\u064a\u0629 \u0644\u0644\u0628\u062d\u062b \u0639\u0644\u0649 \u0627\u0644\u0648\u064a\u0628 \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 1,000 \u0639\u0645\u0644\u064a\u0629 \u0627\u0633\u062a\u0631\u062f\u0627\u062f \u0644\u0639\u0646\u0627\u0648\u064a\u0646 URL <strong>$3.00 \u0643\u0631\u0633\u0648\u0645 \u0623\u062f\u0648\u0627\u062a<\/strong> ($2.50 + $0.50)\u060c \u0642\u0628\u0644 \u0631\u0645\u0648\u0632 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0623\u0648 \u0627\u0644\u0631\u0633\u0648\u0645 \u0627\u0644\u0623\u062e\u0631\u0649. \u0647\u0630\u0627 \u064a\u0645\u062b\u0644 \u0639\u0628\u0621 \u0639\u0645\u0644 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u060c \u0648\u0644\u064a\u0633 \u062a\u0643\u0644\u0641\u0629 \u0645\u0642\u0627\u0633\u0629 \u0644\u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a. \u0642\u062f \u064a\u0633\u062a\u062f\u0639\u064a \u0637\u0644\u0628 \u0648\u0627\u062d\u062f \u0645\u0646 \u0627\u0644\u0648\u0643\u064a\u0644 \u0639\u062f\u0629 \u0623\u062f\u0648\u0627\u062a. \u0639\u0646\u062f \u062a\u0648\u0641\u0631\u0647\u0627\u060c \u0642\u0645 \u0628\u0641\u062d\u0635 <code>\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645.\u0627\u0644\u062a\u0643\u0644\u0641\u0629.\u0627\u0644\u062a\u0643\u0644\u0641\u0629_\u0627\u0644\u0625\u062c\u0645\u0627\u0644\u064a\u0629<\/code> \u0628\u0634\u0623\u0646 \u0627\u0644\u0631\u062f \u0627\u0644\u0645\u0643\u062a\u0645\u0644.<\/p>\n\n\n\n<figure class=\"wp-block-table pat-table\"><table><thead><tr><th>\u0627\u0644\u0623\u0639\u0631\u0627\u0636<\/th><th>\u0645\u0627 \u0627\u0644\u0630\u064a \u064a\u062c\u0628 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646\u0647 \u0623\u0648\u0644\u0627\u064b<\/th><\/tr><\/thead><tbody><tr><td>401 \u0623\u0648 403<\/td><td>\u0627\u0633\u0645 \u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u0628\u064a\u0626\u0629\u060c \u0648\u0635\u0644\u0627\u062d\u064a\u0629 \u0627\u0644\u0645\u0641\u062a\u0627\u062d\u060c \u0648\u0648\u0635\u0648\u0644 \u0627\u0644\u062d\u0633\u0627\u0628\u060c \u0648\u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u0637\u0644\u0628 \u064a\u0635\u0644 \u0625\u0644\u0649 \u0646\u0642\u0637\u0629 \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0627\u0644\u062d\u0627\u0644\u064a\u0629.<\/td><\/tr><tr><td>\u062e\u0637\u0623 \u0641\u064a \u0627\u0644\u0641\u0648\u062a\u0631\u0629 \u0623\u0648 \u0627\u0644\u062d\u0635\u0629<\/td><td>\u0631\u0635\u064a\u062f \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API)\u060c \u0648\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u062f\u0641\u0639\u060c \u0648\u0631\u0633\u0648\u0645 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\/\u0627\u0644\u0623\u062f\u0648\u0627\u062a\u060c \u0648\u062d\u062f\u0648\u062f \u0627\u0644\u062d\u0633\u0627\u0628. \u0644\u0627 \u062a\u0639\u0646\u064a \u062e\u0637\u0629 \u0627\u0644\u0645\u0633\u062a\u0647\u0644\u0643 Perplexity \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627 \u062a\u0648\u0641\u0631 \u0631\u0635\u064a\u062f \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API).<\/td><\/tr><tr><td>429<\/td><td>\u062d\u062f\u0648\u062f \u0627\u0644\u0645\u0639\u062f\u0644 \u0648\u0633\u0644\u0648\u0643 \u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u0645\u062d\u0627\u0648\u0644\u0629. \u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u062a\u0631\u0627\u062c\u0639 \u0627\u0644\u0623\u0633\u064a \u0627\u0644\u0645\u062d\u062f\u0648\u062f \u0648\u062a\u062c\u0646\u0628 \u0625\u0639\u0627\u062f\u0629 \u0625\u0631\u0633\u0627\u0644 \u0637\u0644\u0628 \u062a\u0645 \u062f\u0641\u0639 \u062b\u0645\u0646\u0647 \u062f\u0648\u0646 \u062a\u0645\u064a\u064a\u0632.<\/td><\/tr><tr><td>\u0627\u0646\u062a\u0647\u0649 \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0645\u062d\u062f\u062f<\/td><td>\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0645\u0633\u0627\u0631 \u0627\u0644\u0634\u0628\u0643\u0629\u060c \u0648\u062d\u062c\u0645 \u0645\u0648\u062c\u0647 \u0627\u0644\u0625\u062f\u062e\u0627\u0644\u060c \u0648\u0639\u062f\u062f \u0627\u0644\u0623\u062f\u0648\u0627\u062a\u060c \u0648\u0645\u0647\u0644\u0629 \u0627\u0646\u062a\u0638\u0627\u0631 \u0627\u0644\u0639\u0645\u064a\u0644. \u0642\u0645 \u0628\u062a\u0633\u062c\u064a\u0644 \u0645\u0639\u0631\u0651\u0641 \u0627\u0644\u0637\u0644\u0628 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u062d\u0632\u0645\u0629 SDK \u062a\u0648\u0641\u0631\u0647\u060c \u0648\u0644\u0643\u0646 \u0644\u0627 \u062a\u0642\u0645 \u0623\u0628\u062f\u064b\u0627 \u0628\u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u0645\u0641\u062a\u0627\u062d.<\/td><\/tr><tr><td>\u0644\u0627 \u062a\u0648\u062c\u062f \u0645\u0635\u0627\u062f\u0631 \u0645\u0637\u0627\u0628\u0642\u0629 \u0644\u0644\u0625\u062c\u0627\u0628\u0629<\/td><td>\u0627\u0641\u062d\u0635 \u0627\u0644\u0645\u0627\u062f\u0629 \u0627\u0644\u062e\u0627\u0645 <code>response.output<\/code>, \u060c \u0648\u0635\u064a\u063a\u0629 \u0627\u0644\u0627\u0642\u062a\u0628\u0627\u0633 \u0648\u0645\u0639\u0631\u0651\u0641\u0627\u062a \u0627\u0644\u0645\u0635\u0627\u062f\u0631\u061b \u0642\u0645 \u0628\u0648\u0636\u0639 \u0639\u0644\u0627\u0645\u0629 \u00ab\u063a\u064a\u0631 \u0645\u062a\u062d\u0642\u0642 \u0645\u0646\u0647\u00bb \u0639\u0644\u0649 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u062e\u062a\u0644\u0627\u0642 \u0627\u0644\u0631\u0648\u0627\u0628\u0637.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u062a\u0642\u0648\u0645 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0628\u062d\u062b (API) \u0628\u0641\u0648\u062a\u0631\u0629 \u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0646\u0627\u062c\u062d\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u062a\u0644\u0643 \u0627\u0644\u062a\u064a \u0644\u0627 \u062a\u064f\u0631\u062c\u0639 \u0623\u064a \u0646\u062a\u0627\u0626\u062c\u061b \u0648\u0644\u0627 \u062a\u062a\u0636\u0645\u0646 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0637\u0644\u0628 \u0623\u064a \u0631\u0633\u0648\u0645 \u0625\u0636\u0627\u0641\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0631\u0645\u0648\u0632. \u062a\u0639\u062a\u0645\u062f \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0648\u0643\u064a\u0644 \u0639\u0644\u0649 \u0631\u0645\u0648\u0632 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a. \u064a\u062c\u0628 \u0627\u0644\u0641\u0635\u0644 \u0628\u064a\u0646 \u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0641\u0648\u062a\u0631\u0629 \u0647\u0630\u0647 \u0639\u0646\u062f \u0645\u0642\u0627\u0631\u0646\u0629 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0628\u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u0628\u062d\u062b \u0641\u0642\u0637.<\/p>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u0644\u0625\u062c\u0631\u0627\u0621 \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u064a\u0646 \u0645\u064a\u0632\u0627\u0646\u064a\u0627\u062a \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API)\u060c \u0641\u0625\u0646 <a href=\"https:\/\/www.glbgpt.com\/hub\/perplexity-api-cost-2025\/\">\u062f\u0644\u064a\u0644 \u062a\u0643\u0627\u0644\u064a\u0641 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0644\u0640 Perplexity<\/a> \u062a\u0642\u062f\u0645 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0625\u0636\u0627\u0641\u064a\u0629\u060c \u0641\u064a \u062d\u064a\u0646 \u062a\u0638\u0644 \u0635\u0641\u062d\u0629 \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0647\u064a \u0627\u0644\u0645\u0631\u062c\u0639 \u0627\u0644\u0645\u0639\u062a\u0645\u062f \u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0627\u0644\u062d\u0627\u0644\u064a\u0629.<\/p>\n\n\n\n<h2 id=\"migration\" class=\"wp-block-heading pat-h2\">\u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0645\u0646 \u062f\u0631\u0633 \u062a\u0639\u0644\u064a\u0645\u064a \u0642\u062f\u064a\u0645 \u0641\u064a \u0628\u0631\u0646\u0627\u0645\u062c Sonar<\/h2>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u0644\u0627 \u062a\u0632\u0627\u0644 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0628\u062d\u062b \u062a\u0639\u0631\u0636 \u0627\u0644\u0634\u0643\u0644 \u0627\u0644\u0642\u062f\u064a\u0645 \u0644\u0640 \u00ab\u0625\u0643\u0645\u0627\u0644\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u00bb. \u0648\u064a\u0633\u062a\u062e\u062f\u0645 \u062f\u0644\u064a\u0644 \u062a\u0631\u062d\u064a\u0644 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u062a\u062e\u0637\u064a\u0637\u064b\u0627 \u0645\u0641\u0627\u0647\u064a\u0645\u064a\u064b\u0651\u0627 \u0645\u0628\u0627\u0634\u0631\u064b\u0627. \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0642\u0627\u0631\u0646 \u062a\u0633\u0645\u064a\u0627\u062a \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0633\u062a\u0647\u0644\u0643 \u0628\u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u0633\u0628\u0642\u0629 \u0644\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API)\u060c \u0641\u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0631\u062c\u0648\u0639 \u0625\u0644\u0649 \u0634\u0631\u062d\u0646\u0627 \u062d\u0648\u0644 <a href=\"https:\/\/www.glbgpt.com\/hub\/what-llm-does-perplexity-use\/\">\u0645\u0627 \u064a\u0633\u062a\u062e\u062f\u0645\u0647 LLM Perplexity<\/a> \u064a\u0642\u062f\u0645 \u0647\u0630\u0627 \u0627\u0644\u0633\u064a\u0627\u0642\u060c \u0644\u0643\u0646\u0647 \u0644\u0627 \u064a\u064f\u0639\u062f \u0628\u062f\u064a\u0644\u0627\u064b \u0639\u0646 \u0648\u062b\u0627\u0626\u0642 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0648\u0643\u064a\u0644 (Agent API).<\/p>\n\n\n\n<figure class=\"wp-block-table pat-table\"><table><thead><tr><th>\u0646\u0645\u0637 \u0633\u0648\u0646\u0627\u0631 \u0642\u062f\u064a\u0645<\/th><th>\u0646\u0645\u0637 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0648\u0643\u064a\u0644<\/th><\/tr><\/thead><tbody><tr><td><code>\u0627\u0644\u0631\u0633\u0627\u0626\u0644<\/code><\/td><td><code>\u0627\u0644\u0625\u062f\u062e\u0627\u0644<\/code><\/td><\/tr><tr><td><code>\u0646\u0645\u0648\u0630\u062c<\/code><\/td><td><code>\u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0645\u0633\u0628\u0642<\/code><\/td><\/tr><tr><td><code>choices[0].message.content<\/code><\/td><td><code>\u0646\u0635_\u0627\u0644\u0625\u062e\u0631\u0627\u062c<\/code><\/td><\/tr><tr><td>\u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u0627\u062a \u0627\u0644\u0642\u062f\u064a\u0645\u0629 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0645\u0635\u0641\u0648\u0641\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0634\u0647\u0627\u062f\u0627\u062a<\/td><td><code>\u0646\u062a\u0627\u0626\u062c_\u0627\u0644\u0628\u062d\u062b<\/code> \u0639\u0646\u0635\u0631 \u0627\u0644\u0625\u062e\u0631\u0627\u062c \u0648\u0627\u0644\u0645\u0637\u0627\u0628\u0642\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0645\u0639\u0631\u0651\u0641<\/td><\/tr><tr><td>\u0645\u0639\u0644\u0645\u0627\u062a \u0627\u0644\u0628\u062d\u062b \u0641\u064a \u0627\u0644\u0637\u0644\u0628<\/td><td><code>tools=[{\"type\":\"web_search\",\"filters\":{...}}]<\/code><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u0627\u0642\u0631\u0623 \u0627\u0644\u0628\u062b \u0627\u0644\u0645\u0628\u0627\u0634\u0631 <a href=\"https:\/\/docs.perplexity.ai\/docs\/agent-api\/migrate-from-sonar\/overview\">\u0646\u0638\u0631\u0629 \u0639\u0627\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0647\u062c\u0631\u0629<\/a> \u0648 <a href=\"https:\/\/docs.perplexity.ai\/docs\/agent-api\/migrate-from-sonar\/how-to\">\u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u0647\u062c\u0631\u0629<\/a> \u0642\u0628\u0644 \u062a\u063a\u064a\u064a\u0631 \u0643\u0648\u062f \u0627\u0644\u0625\u0646\u062a\u0627\u062c. \u062a\u0639\u062a\u0628\u0631 \u0627\u0644\u062a\u0639\u064a\u064a\u0646\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0645\u0633\u0628\u0642\u064b\u0627 \u0646\u0642\u0637\u0629 \u0627\u0646\u0637\u0644\u0627\u0642\u060c \u0648\u0644\u064a\u0633\u062a \u0636\u0645\u0627\u0646\u064b\u0627 \u0628\u0623\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0642\u062f\u064a\u0645\u0629 \u0648\u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u0633\u062a\u0646\u062a\u062c \u0646\u0641\u0633 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0645\u0646 \u0627\u0644\u062c\u0648\u062f\u0629 \u0623\u0648 \u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0623\u0648 \u0627\u0644\u062a\u0643\u0644\u0641\u0629.<\/p>\n\n\n\n<h2 id=\"faq\" class=\"wp-block-heading pat-h2\">\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629<\/h2>\n\n\n\n<h3 class=\"wp-block-heading pat-h3\">\u0647\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a Perplexity \u0645\u062c\u0627\u0646\u064a\u0629\u061f<\/h3>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u062a\u062e\u0636\u0639 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u062f\u0641\u0639 \u0627\u0644\u0641\u0648\u0631\u064a \u0648\u0641\u0642\u064b\u0627 \u0644\u0648\u062b\u0627\u0626\u0642 \u00ab\u0627\u0644\u0628\u062f\u0627\u064a\u0629 \u0627\u0644\u0633\u0631\u064a\u0639\u0629\u00bb \u0648\u00ab\u0627\u0644\u062a\u0633\u0639\u064a\u0631\u00bb \u0627\u0644\u062d\u0627\u0644\u064a\u0629. \u0644\u0627 \u062a\u0641\u062a\u0631\u0636 \u0623\u0646 \u0627\u0644\u0627\u0634\u062a\u0631\u0627\u0643 \u0627\u0644\u0627\u0633\u062a\u0647\u0644\u0627\u0643\u064a \u0623\u0648 \u0627\u0644\u0625\u0635\u062f\u0627\u0631 \u0627\u0644\u062a\u062c\u0631\u064a\u0628\u064a \u0623\u0648 \u0627\u0644\u0631\u0635\u064a\u062f \u0627\u0644\u062a\u0631\u0648\u064a\u062c\u064a \u064a\u062c\u0639\u0644 \u0643\u0644 \u0637\u0644\u0628 \u0639\u0644\u0649 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062c\u0627\u0646\u064a\u064b\u0651\u0627.<\/p>\n\n\n\n<h3 class=\"wp-block-heading pat-h3\">\u0647\u0644 \u0623\u062d\u062a\u0627\u062c \u0625\u0644\u0649 Perplexity Pro \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API)\u061f<\/h3>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u064a\u064f\u0639\u062f \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0648\u062e\u0637\u0629 \u00abPro\u00bb \u0644\u0644\u0645\u0633\u062a\u0647\u0644\u0643\u064a\u0646 \u0645\u0646\u062a\u062c\u064a\u0646 \u0645\u0646\u0641\u0635\u0644\u064a\u0646. \u0642\u0645 \u0628\u0625\u0646\u0634\u0627\u0621 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0639\u062a\u0645\u0627\u062f \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0648\u062a\u062d\u0642\u0642 \u0645\u0646 \u0641\u0648\u0627\u062a\u064a\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u062d\u0633\u0627\u0628 \u0627\u0644\u0645\u0637\u0648\u0631 \u0627\u0644\u0630\u064a \u062a\u0646\u0648\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647.<\/p>\n\n\n\n<h3 class=\"wp-block-heading pat-h3\">\u0647\u0644 \u064a\u062c\u0628 \u0623\u0646 \u0623\u0633\u062a\u062e\u062f\u0645 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0648\u0643\u064a\u0644 (Agent API) \u0623\u0645 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0628\u062d\u062b (Search API)\u061f<\/h3>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u0627\u062e\u062a\u0631 \u00ab\u0627\u0644\u0648\u0643\u064a\u0644\u00bb (Agent) \u0639\u0646\u062f\u0645\u0627 \u062a\u0631\u064a\u062f \u0625\u062c\u0627\u0628\u0629 \u062c\u0627\u0647\u0632\u0629 \u0648\u0645\u0648\u062b\u0642\u0629 \u0645\u0639 \u0645\u0635\u0627\u062f\u0631\u0647\u0627. \u0627\u062e\u062a\u0631 \u00ab\u0627\u0644\u0628\u062d\u062b\u00bb (Search) \u0639\u0646\u062f\u0645\u0627 \u064a\u062a\u0639\u064a\u0646 \u0623\u0646 \u064a\u062a\u0648\u0644\u0649 \u062a\u0637\u0628\u064a\u0642\u0643 \u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0648\u0627\u0644\u062a\u0635\u0641\u064a\u0629 \u0648\u0627\u0644\u062a\u0648\u0644\u064a\u0641. \u064a\u0645\u0643\u0646\u0643 \u062f\u0645\u062c \u00ab\u0627\u0644\u0628\u062d\u062b\u00bb \u0645\u0639 \u0646\u0645\u0648\u0630\u062c\u0643 \u0627\u0644\u062e\u0627\u0635 \u0625\u0630\u0627 \u0643\u0646\u062a \u0628\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062a\u062d\u0643\u0645 \u062f\u0642\u064a\u0642 \u0641\u064a \u0643\u0644 \u062e\u0637\u0648\u0629 \u0645\u0646 \u062e\u0637\u0648\u0627\u062a \u0627\u0644\u062a\u0648\u0644\u064a\u062f.<\/p>\n\n\n\n<h3 class=\"wp-block-heading pat-h3\">\u0647\u0644 \u064a\u0645\u0643\u0646\u0646\u064a \u0627\u0633\u062a\u062f\u0639\u0627\u0621 Perplexity \u0645\u0646 JavaScript\u061f<\/h3>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u0646\u0639\u0645. \u0627\u0633\u062a\u062e\u062f\u0645 \u0645\u062b\u0627\u0644 Node.js \u0645\u0646 \u062c\u0627\u0646\u0628 \u0627\u0644\u062e\u0627\u062f\u0645 \u0627\u0644\u0645\u0630\u0643\u0648\u0631 \u0623\u0639\u0644\u0627\u0647 \u0623\u0648 \u062d\u0632\u0645\u0629 SDK \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0644\u0640 JavaScript. \u0627\u062d\u062a\u0641\u0638 \u0628\u0627\u0644\u0645\u0641\u062a\u0627\u062d \u0639\u0644\u0649 \u0627\u0644\u062e\u0627\u062f\u0645. \u0639\u0646\u062f \u0642\u0631\u0627\u0621\u0629 \u0645\u0644\u0641 JSON \u0627\u0644\u062e\u0627\u0645\u060c \u0627\u0641\u062d\u0635 \u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0625\u062e\u0631\u0627\u062c \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0627\u0644\u0646\u0648\u0639 \u0648\u0637\u0628\u0642 \u0642\u0648\u0627\u0639\u062f \u062a\u0639\u064a\u064a\u0646 \u0645\u0639\u0631\u0651\u0641 \u0627\u0644\u0645\u0635\u062f\u0631 \u0646\u0641\u0633\u0647\u0627.<\/p>\n\n\n\n<h3 class=\"wp-block-heading pat-h3\">\u0647\u0644 \u064a\u064f\u0636\u0645\u0646 \u0635\u062d\u0629 \u0627\u0644\u0627\u0633\u062a\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u062e\u062f\u0645 \u0635\u064a\u063a\u0629 Perplexity\u061f<\/h3>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u0644\u0627. \u0641\u0627\u0644\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0645\u0631\u062c\u0639\u064a \u064a\u0648\u0636\u062d \u0644\u0643 \u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u0627\u0644\u062a\u064a \u062a\u0634\u064a\u0631 \u0625\u0644\u064a\u0647\u0627 \u0627\u0644\u0625\u062c\u0627\u0628\u0629. \u0648\u0644\u0627 \u064a\u0632\u0627\u0644 \u064a\u062a\u0639\u064a\u0646 \u0639\u0644\u0649 \u062a\u0637\u0628\u064a\u0642\u0643 \u0623\u0648 \u0627\u0644\u0645\u0631\u0627\u062c\u0639 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u062d\u062f\u0627\u062b\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0648\u0645\u0635\u062f\u0627\u0642\u064a\u062a\u0647\u0627\u060c \u0648\u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u0635\u0641\u062d\u0629 \u062a\u062f\u0639\u0645 \u0627\u0644\u0627\u062f\u0639\u0627\u0621 \u0627\u0644\u0645\u0630\u0643\u0648\u0631 \u0628\u0627\u0644\u0636\u0628\u0637.<\/p>\n\n\n\n<h3 class=\"wp-block-heading pat-h3\">\u0644\u0645\u0627\u0630\u0627 \u0644\u0645 \u064a\u0639\u062b\u0631 \u0645\u062d\u0644\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0635 \u0628\u064a \u0639\u0644\u0649 \u0623\u064a \u0645\u0635\u0627\u062f\u0631\u061f<\/h3>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u0627\u0641\u062d\u0635 \u0623\u0646\u0648\u0627\u0639 \u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0623\u0648\u0644\u064a\u0629\u060c \u0648\u062a\u0623\u0643\u062f \u0645\u0646 \u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u0628\u062d\u062b \u0639\u0644\u0649 \u0627\u0644\u0648\u064a\u0628\u060c \u0648\u062a\u062d\u0642\u0642 \u0645\u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u062a\u0639\u0628\u064a\u0631 \u0627\u0644\u0646\u0645\u0637\u064a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u064a\u062a\u0637\u0627\u0628\u0642 \u0645\u0639 \u0635\u064a\u063a\u0629 \u0627\u0644\u0627\u0642\u062a\u0628\u0627\u0633 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0645\u0633\u0628\u0642\u064b\u0627 \u0641\u064a \u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a. \u0625\u0630\u0627 \u0644\u0645 \u062a\u0638\u0647\u0631 \u0623\u064a \u0639\u0644\u0627\u0645\u0629\u060c \u0641\u0627\u062d\u0641\u0638 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0639\u0644\u0649 \u0623\u0646\u0647\u0627 \u00ab\u063a\u064a\u0631 \u0645\u062a\u062d\u0642\u0642 \u0645\u0646\u0647\u0627\u00bb \u0648\u0642\u0645 \u0628\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0637\u0644\u0628 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0625\u0636\u0627\u0641\u0629 \u0631\u0627\u0628\u0637 \u062a\u062e\u0645\u064a\u0646\u064a.<\/p>\n\n\n\n<h3 class=\"wp-block-heading pat-h3\">\u0647\u0644 \u064a\u0645\u0643\u0646 \u0644\u0645\u0641\u062a\u0627\u062d API GlobalGPT \u0623\u0646 \u064a\u062d\u0644 \u0645\u062d\u0644 \u0645\u0641\u062a\u0627\u062d API Perplexity\u061f<\/h3>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">GlobalGPT \u0647\u064a \u0645\u0646\u0635\u0629 \u0639\u0645\u0644 \u0634\u0627\u0645\u0644\u0629 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062e\u0635\u0635\u0629 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u064a\u0648\u0645\u064a. \u0648\u064a\u064f\u0639\u062f \u0627\u0644\u0627\u0634\u062a\u0631\u0627\u0643 \u0641\u064a\u0647\u0627 \u0648\u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0641\u064a\u0647\u0627 \u0645\u0646\u0641\u0635\u0644\u064a\u0646 \u0639\u0646 \u062d\u0633\u0627\u0628 \u0627\u0644\u0645\u0637\u0648\u0631 Perplexity \u0648\u0645\u0641\u062a\u0627\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0648\u0631\u0635\u064a\u062f \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API)\u061b \u0648\u064a\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0627\u0644\u062e\u0627\u0635 \u0628\u0644\u063a\u0629 Python \u062d\u0633\u0627\u0628 \u0627\u0644\u0645\u0637\u0648\u0631.<\/p>\n\n\n\n<h2 id=\"checklist\" class=\"wp-block-heading pat-h2\">\u0642\u0627\u0626\u0645\u0629 \u0645\u0631\u0627\u062c\u0639\u0629 \u0639\u0645\u0644\u064a\u0629 \u0644\u0644\u0625\u0637\u0644\u0627\u0642<\/h2>\n\n\n\n<ul class=\"wp-block-list pat-list pat-checklist\">\n<li>\u0642\u0645 \u0628\u0625\u0646\u0634\u0627\u0621 \u0645\u0641\u062a\u0627\u062d \u0645\u0646 \u062c\u0627\u0646\u0628 \u0627\u0644\u062e\u0627\u062f\u0645 \u0648\u062a\u0623\u0643\u064a\u062f \u0627\u0644\u0641\u0648\u062a\u0631\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API).<\/li>\n\n\n\n<li>\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0625\u0635\u062f\u0627\u0631 \u0627\u0644\u0623\u0633\u0627\u0633\u064a <code>\u0633\u0631\u064a\u0639<\/code> \u064a\u0631\u062c\u0649 \u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u0637\u0644\u0628 \u0642\u0628\u0644 \u0625\u0636\u0627\u0641\u0629 \u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u062a\u0635\u0641\u064a\u0629 \u0623\u0648 \u0628\u062f\u0621 \u0627\u0644\u0628\u062b.<\/li>\n\n\n\n<li>\u0642\u0645 \u0628\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0631\u062f \u0627\u0644\u0643\u0627\u0645\u0644\u060c \u0648\u0644\u064a\u0633 \u0641\u0642\u0637 \u0646\u0635 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0627\u0644\u0638\u0627\u0647\u0631.<\/li>\n\n\n\n<li>\u0642\u0645 \u0628\u0645\u0637\u0627\u0628\u0642\u0629 \u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0634\u0647\u0627\u062f \u0645\u0639 \u0645\u0639\u0631\u0651\u0641\u0627\u062a \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u062a\u064a \u062a\u0645 \u0625\u0631\u062c\u0627\u0639\u0647\u0627\u060c \u0648\u0648\u0636\u0639 \u0639\u0644\u0627\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0637\u0627\u0628\u0642\u0629.<\/li>\n\n\n\n<li>\u0631\u0627\u062c\u0639 \u0627\u0644\u0635\u0641\u062d\u0627\u062a \u0627\u0644\u0645\u0634\u0627\u0631 \u0625\u0644\u064a\u0647\u0627 \u0644\u0644\u062a\u0623\u0643\u062f \u0645\u0646 \u0645\u062f\u0649 \u062f\u0639\u0645\u0647\u0627 \u0644\u0644\u0627\u062f\u0639\u0627\u0621\u0627\u062a\u060c \u0648\u0645\u062f\u0649 \u062d\u062f\u0627\u062b\u062a\u0647\u0627\u060c \u0648\u0648\u062c\u0648\u062f \u0639\u0646\u0627\u0648\u064a\u0646 URL \u0645\u0643\u0631\u0631\u0629.<\/li>\n\n\n\n<li>\u064a\u0631\u062c\u0649 \u0625\u0639\u0627\u062f\u0629 \u0645\u0631\u0627\u062c\u0639\u0629 \u0648\u062b\u0627\u0626\u0642 \u00abLive Agent\u00bb \u0648\u0648\u062b\u0627\u0626\u0642 \u0627\u0644\u062a\u0633\u0639\u064a\u0631 \u0648\u0648\u062b\u0627\u0626\u0642 \u0627\u0644\u062a\u0631\u062d\u064a\u0644 \u0642\u0628\u0644 \u0628\u062f\u0621 \u0627\u0644\u0646\u0634\u0631.<\/li>\n<\/ul>\n\n\n\n<p class=\"pat-p wp-block-paragraph\">\u0644\u062f\u064a\u0643 \u0627\u0644\u0622\u0646 \u0627\u0644\u0646\u0645\u0637 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0648\u062b\u0648\u0642 \u0644\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0628\u0646\u0645\u0637 Perplexity: \u0627\u0637\u0631\u062d \u0633\u0624\u0627\u0644\u0627\u064b \u0645\u062d\u062f\u062f\u0627\u064b\u060c \u0648\u062f\u0639 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0648\u0643\u064a\u0644 (Agent API) \u062a\u0642\u0648\u0645 \u0628\u0627\u0644\u0628\u062d\u062b\u060c \u0648\u0627\u062d\u062a\u0641\u0638 \u0628\u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0648\u0627\u0644\u0623\u062f\u0644\u0629 \u0645\u0639\u0627\u064b\u060c \u0648\u0627\u062c\u0639\u0644 \u0643\u0644 \u0645\u0631\u062c\u0639 \u0642\u0627\u0628\u0644\u0627\u064b \u0644\u0644\u062a\u062f\u0642\u064a\u0642. \u0648\u0645\u0646 \u0647\u0646\u0627\u060c \u0623\u0636\u0641 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a\u060c \u0648\u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u0645\u062d\u0627\u0648\u0644\u0629\u060c \u0648\u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643 \u0641\u064a \u0625\u0637\u0627\u0631 \u0646\u0641\u0633 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u062e\u0627\u0635 \u0628\u0645\u0639\u0631\u0641 \u0627\u0644\u0645\u0635\u062f\u0631 (source-ID).<\/p>\n\n\n\n<script type=\"application\/ld+json\">{\n    \"@context\": \"https:\\\/\\\/schema.org\",\n    \"@type\": \"FAQPage\",\n    \"mainEntity\": [\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Is the Perplexity API free?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"The APIs are pay-as-you-go according to the current quickstart and pricing documentation. 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Its subscription and model access are separate from a Perplexity developer account, API key and API credits; this Python tutorial uses the developer account.\"\n            }\n        }\n    ]\n}<\/script>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>","protected":false},"excerpt":{"rendered":"<p>PERPLEXITY API \u00b7 PYTHON TUTORIAL \u00b7 2026 This Perplexity API tutorial shows you how to build a Python script that returns an answer with clickable web sources. Use the Agent API to send a question, read the answer, match its citation markers to source IDs, and export a Markdown file you can review. 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