{"id":35051,"date":"2026-10-19T14:54:16","date_gmt":"2026-10-19T11:24:16","guid":{"rendered":"https:\/\/www.itpiran.net\/blog\/"},"modified":"2026-10-19T14:54:16","modified_gmt":"2026-10-19T11:24:16","slug":"add-gemini-to-wordpress-guide","status":"publish","type":"post","link":"https:\/\/www.itpiran.net\/blog\/ar\/wordpress\/add-gemini-to-wordpress-guide\/","title":{"rendered":"\u062f\u0644\u064a\u0644 \u062e\u0637\u0648\u0629 \u0628\u062e\u0637\u0648\u0629 \u0644\u0625\u0636\u0627\u0641\u0629 Gemini \u0625\u0644\u0649 WordPress"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\" id=\"h-intro\"><span id=\"%d8%a2%db%8c%d8%a7-%d9%85%db%8c%d8%aa%d9%88%d8%a7%d9%86%d9%85-%d9%85%d8%af%d9%84-gemini-%d8%b1%d8%a7-%d9%85%d8%b3%d8%aa%d9%82%db%8c%d9%85%d8%a7%d9%8b-%d8%a8%d9%87-%d9%88%d8%b1%d8%af%d9%be\">\u0622\u06cc\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0645 \u0645\u062f\u0644 Gemini \u0631\u0627 \u0645\u0633\u062a\u0642\u06cc\u0645\u0627\u064b \u0628\u0647 \u0648\u0631\u062f\u067e\u0631\u0633 \u0645\u062a\u0635\u0644 \u06a9\u0646\u0645 \u0648 \u0622\u0646 \u0631\u0627 \u0627\u0645\u0646 \u0646\u06af\u0647 \u062f\u0627\u0631\u0645\u061f<\/span><\/h3>\n<p class=\"wp-block-paragraph\">\u062f\u0631 \u0627\u06cc\u0646 \u0631\u0627\u0647\u0646\u0645\u0627 \u06af\u0627\u0645\u200c\u0628\u0647\u200c\u06af\u0627\u0645 \u06cc\u0627\u062f \u0645\u06cc\u200c\u06af\u06cc\u0631\u06cc\u0645 \u0686\u06af\u0648\u0646\u0647 \u0645\u062f\u0644 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc <strong>Gemini<\/strong> (\u0645\u062d\u0635\u0648\u0644 Google\/Vertex AI \u06cc\u0627 PaLM \u0628\u0633\u062a\u0647 \u0628\u0647 \u062d\u0633\u0627\u0628 \u0634\u0645\u0627) \u0631\u0627 \u0628\u0647 \u0633\u0627\u06cc\u062a \u0648\u0631\u062f\u067e\u0631\u0633 \u0645\u062a\u0635\u0644 \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u0627\u0632 \u0622\u0646 \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0645\u062d\u062a\u0648\u0627\u060c \u0686\u062a\u200c\u0628\u0627\u062a\u060c \u067e\u0627\u0633\u062e\u200c\u06af\u0648\u06cc\u06cc \u0648 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u0648\u062f. \u0631\u0627\u0647\u0646\u0645\u0627 \u0634\u0627\u0645\u0644 \u062f\u0631\u06cc\u0627\u0641\u062a \u0627\u0639\u062a\u0628\u0627\u0631\u0646\u0627\u0645\u0647\u060c \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0627\u0645\u0646\u060c \u067e\u0644\u0627\u06af\u06cc\u0646 \u0646\u0645\u0648\u0646\u0647\u060c \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0633\u0631\u0648\u0631\u060c \u06a9\u0634 \u0648 \u0646\u06a9\u0627\u062a \u0627\u0645\u0646\u06cc\u062a\u06cc \u0627\u0633\u062a.<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-prereqs\"><span id=\"%d9%be%db%8c%d8%b4%d9%86%db%8c%d8%a7%d8%b2%d9%87%d8%a7\">\u067e\u06cc\u0634\u200c\u0646\u06cc\u0627\u0632\u0647\u0627<\/span><\/h2>\n<p class=\"wp-block-paragraph\">\u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u0628\u0647 \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f:<\/p>\n<ul>\n<li><strong>\u062d\u0633\u0627\u0628 Google Cloud<\/strong> \u0641\u0639\u0627\u0644 \u0628\u0627 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u062e\u062f\u0645\u0627\u062a Generative Models \/ Vertex AI \u06cc\u0627 PaLM.<\/li>\n<li>\u06cc\u06a9 \u0633\u0627\u06cc\u062a \u0648\u0631\u062f\u067e\u0631\u0633 \u0628\u0627 \u062f\u0633\u062a\u0631\u0633\u06cc \u0633\u0631\u0648\u0631 (SSH \u06cc\u0627 FTP) \u0648 \u062f\u0633\u062a\u0631\u0633\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0647\u0627\u0633\u062a.<\/li>\n<li>\u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0633\u0631\u0648\u0631 \u0628\u0631\u0627\u06cc \u0646\u0635\u0628 PHP \u2265 8.0\u060c <em>php-curl<\/em> \u0648 \u062f\u0631 \u0635\u0648\u0631\u062a \u0646\u06cc\u0627\u0632 Redis \u06cc\u0627 memcached.<\/li>\n<li>\u0622\u06af\u0627\u0647\u06cc \u0627\u0632 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627 \u0648 \u0641\u0639\u0627\u0644\u200c\u0633\u0627\u0632\u06cc \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u062e\u062a \u0648 \u0647\u0634\u062f\u0627\u0631 \u0647\u0632\u06cc\u0646\u0647 \u062f\u0631 Google Cloud.<\/li>\n<\/ul>\n<h2 class=\"wp-block-heading\" id=\"h-step-1\"><span id=\"%da%af%d8%a7%d9%85-%db%b1-%d8%a7%db%8c%d8%ac%d8%a7%d8%af-%d9%be%d8%b1%d9%88%da%98%d9%87-%d9%88-%d8%af%d8%b1%db%8c%d8%a7%d9%81%d8%aa-%d8%af%d8%b3%d8%aa%d8%b1%d8%b3%db%8c-%d8%a8%d9%87-gemini\">\u06af\u0627\u0645 \u06f1 \u2014 \u0627\u06cc\u062c\u0627\u062f \u067e\u0631\u0648\u0698\u0647 \u0648 \u062f\u0631\u06cc\u0627\u0641\u062a \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 Gemini<\/span><\/h2>\n<p class=\"wp-block-paragraph\">\u0645\u0631\u0627\u062d\u0644 \u0627\u0635\u0644\u06cc \u0628\u0631\u0627\u06cc \u06af\u0631\u0641\u062a\u0646 \u062f\u0633\u062a\u0631\u0633\u06cc:<\/p>\n<ol>\n<li>\u0627\u06cc\u062c\u0627\u062f \u067e\u0631\u0648\u0698\u0647 \u062f\u0631 Google Cloud Console \u0648 \u0641\u0639\u0627\u0644\u200c\u0633\u0627\u0632\u06cc API \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 <em>Generative Models<\/em> \u06cc\u0627 <em>Vertex AI<\/em>.<\/li>\n<li>\u0627\u06cc\u062c\u0627\u062f Service Account \u0627\u0632 \u0628\u062e\u0634 IAM &amp; Admin \u2192 Service Accounts \u0648 \u0627\u062e\u062a\u0635\u0627\u0635 \u0646\u0642\u0634\u200c\u0647\u0627\u06cc \u0644\u0627\u0632\u0645 (\u0645\u062b\u0644\u0627\u064b <strong>Vertex AI User<\/strong>) \u0648 \u062f\u0627\u0646\u0644\u0648\u062f \u06a9\u0644\u06cc\u062f JSON. <strong>\u06a9\u0644\u06cc\u062f \u0631\u0627 \u0627\u0645\u0646 \u0646\u06af\u0647 \u062f\u0627\u0631\u06cc\u062f.<\/strong><\/li>\n<li>\u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0645\u062d\u0644\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 <em>gcloud CLI<\/em> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f \u0648 \u062a\u0648\u06a9\u0646 \u062f\u0633\u062a\u0631\u0633\u06cc \u0645\u0648\u0642\u062a \u0628\u06af\u06cc\u0631\u06cc\u062f:<\/li>\n<\/ol>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>sudo apt update &amp;&amp; sudo apt install -y google-cloud-sdk\ngcloud auth login\ngcloud auth application-default print-access-token<\/code><\/pre>\n<\/div>\n<p class=\"wp-block-paragraph\">\u062a\u0648\u062c\u0647: \u062a\u0648\u06a9\u0646 \u062a\u0648\u0644\u06cc\u062f\u0634\u062f\u0647 \u0632\u0645\u0627\u0646\u06cc \u0645\u0648\u0642\u062a \u062f\u0627\u0631\u062f\u061b \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0628\u0647\u062a\u0631 \u0627\u0633\u062a \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u0631\u0633\u0645\u06cc \u06af\u0648\u06af\u0644 \u06cc\u0627 \u0627\u0645\u0636\u0627\u06cc JWT \u0628\u0627 Service Account \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-step-2\"><span id=\"%da%af%d8%a7%d9%85-%db%b2-%d9%be%db%8c%d8%a7%d8%af%d9%87%d8%b3%d8%a7%d8%b2%db%8c-%db%8c%da%a9-%d9%be%d8%b1%d9%88%da%a9%d8%b3%db%8c-%d8%b3%d8%b1%d9%88%d8%b1-%d8%a7%d9%85%d9%86-%d8%a8\">\u06af\u0627\u0645 \u06f2 \u2014 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u06cc\u06a9 \u067e\u0631\u0648\u06a9\u0633\u06cc \u0633\u0631\u0648\u0631 \u0627\u0645\u0646 \u0628\u0631\u0627\u06cc \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc API<\/span><\/h2>\n<p class=\"wp-block-paragraph\">\u062f\u0644\u0627\u06cc\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u067e\u0631\u0648\u06a9\u0633\u06cc \u0633\u0631\u0648\u0631:<\/p>\n<ul>\n<li>\u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u0627\u0632 \u0627\u0641\u0634\u0627\u06cc \u06a9\u0644\u06cc\u062f\/JSON \u062f\u0631 \u0633\u0645\u062a \u06a9\u0644\u0627\u06cc\u0646\u062a<\/li>\n<li>\u0627\u0639\u0645\u0627\u0644 \u0646\u0631\u062e\u200c\u0645\u062d\u062f\u0648\u062f\u0633\u0627\u0632\u06cc \u0648 \u0645\u0646\u0637\u0642 \u06a9\u0634<\/li>\n<li>\u062b\u0628\u062a \u0644\u0627\u06af\u200c\u0647\u0627\u06cc \u0645\u0635\u0631\u0641 \u0648 \u0647\u0632\u06cc\u0646\u0647<\/li>\n<\/ul>\n<p class=\"wp-block-paragraph\">\u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f endpoint \u062f\u0627\u062e\u0644\u06cc \u062f\u0627\u062e\u0644 \u0648\u0631\u062f\u067e\u0631\u0633 \u06cc\u0627 \u0633\u0631\u0648\u06cc\u0633 \u062c\u062f\u0627\u06af\u0627\u0646\u0647 (Node.js \u06cc\u0627 PHP) \u0628\u0633\u0627\u0632\u06cc\u062f \u06a9\u0647 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627\u06cc \u06a9\u0644\u0627\u06cc\u0646\u062a \u0631\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u0648 \u0628\u0647 Google \u0627\u0631\u0633\u0627\u0644 \u06a9\u0646\u062f. \u0646\u0645\u0648\u0646\u0647 \u0633\u0627\u062f\u0647 Nginx \u0628\u0631\u0627\u06cc \u067e\u0631\u0627\u06a9\u0633\u06cc \u0645\u062d\u0644\u06cc:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>server {\n    listen 443 ssl;\n    server_name ai.example.com;\n\n    location \/api\/gemini\/ {\n        proxy_pass http:\/\/127.0.0.1:8080\/;\n        proxy_set_header Host $host;\n        proxy_set_header X-Real-IP $remote_addr;\n    }\n}<\/code><\/pre>\n<\/div>\n<p class=\"wp-block-paragraph\">\u0628\u0627 \u0627\u06cc\u0646 \u0633\u0627\u062e\u062a\u0627\u0631\u060c \u06a9\u0644\u06cc\u062f\u0647\u0627 \u0648 \u0645\u0646\u0637\u0642 \u062d\u0633\u0627\u0633 \u062f\u0631 \u0633\u0631\u0648\u0631 \u067e\u0634\u062a \u067e\u0631\u0627\u06a9\u0633\u06cc \u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u0648 \u0633\u0645\u062a \u06a9\u0644\u0627\u06cc\u0646\u062a \u0647\u06cc\u0686\u200c\u06af\u0627\u0647 \u06a9\u0644\u06cc\u062f \u0631\u0627 \u0646\u0645\u06cc\u200c\u0628\u06cc\u0646\u062f.<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-step-3\"><span id=\"%da%af%d8%a7%d9%85-%db%b3-%d8%b3%d8%a7%d8%ae%d8%aa-%d9%be%d9%84%d8%a7%da%af%db%8c%d9%86-%d9%88%d8%b1%d8%af%d9%be%d8%b1%d8%b3-%d8%b3%d8%a7%d8%af%d9%87-%da%a9%d8%af-%d9%86%d9%85%d9%88%d9%86\">\u06af\u0627\u0645 \u06f3 \u2014 \u0633\u0627\u062e\u062a \u067e\u0644\u0627\u06af\u06cc\u0646 \u0648\u0631\u062f\u067e\u0631\u0633 \u0633\u0627\u062f\u0647 (\u06a9\u062f \u0646\u0645\u0648\u0646\u0647 PHP)<\/span><\/h2>\n<p class=\"wp-block-paragraph\">\u0646\u0645\u0648\u0646\u0647\u200c\u0627\u06cc \u0639\u0645\u0644\u06cc \u0627\u0632 \u067e\u0644\u0627\u06af\u06cc\u0646 \u0633\u0627\u062f\u0647 \u06a9\u0647 \u0627\u0632 <em>wp_remote_post<\/em> \u0628\u0631\u0627\u06cc \u0627\u0631\u0633\u0627\u0644 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0628\u0647 endpoint Google \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f. <strong>\u062f\u0631 \u0645\u062d\u06cc\u0637 \u062a\u0648\u0644\u06cc\u062f \u0627\u0632 \u0631\u0648\u0634 \u0627\u06cc\u0645\u0646\u200c\u062a\u0631\u06cc \u0628\u0631\u0627\u06cc \u06af\u0631\u0641\u062a\u0646 \u062a\u0648\u06a9\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/strong><\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-php\" data-lang=\"PHP\"><code>&lt;?php\n\/*\nPlugin Name: Gemini Integration\nDescription: Simple bridge to Google Gemini for content generation.\nVersion: 0.1\n*\/\n\nif (!defined('ABSPATH')) exit;\n\ndefine('GEMINI_API_TOKEN', getenv('GEMINI_API_TOKEN')); \/\/ secure method: use env\n\nadd_action('rest_api_init', function () {\n    register_rest_route('gemini\/v1', '\/generate', array(\n        'methods' =&gt; 'POST',\n        'callback' =&gt; 'gemini_generate_handler',\n        'permission_callback' =&gt; function () { return current_user_can('edit_posts'); }\n    ));\n});\n\nfunction gemini_generate_handler($request) {\n    $params = $request->get_json_params();\n    $prompt = sanitize_text_field($params['prompt'] ?? '');\n    if (empty($prompt)) return new WP_Error('no_prompt', 'Prompt required', array('status'=>400));\n\n    $cache_key = 'gemini_' . md5($prompt);\n    $cached = get_transient($cache_key);\n    if ($cached) return rest_ensure_response(array('text' =&gt; $cached, 'cached' =&gt; true));\n\n    $access_token = GEMINI_API_TOKEN;\n    $endpoint = 'https:\/\/generativemodels.googleapis.com\/v1\/models\/gemini-1.5:generateText';\n\n    $body = json_encode(array(\n        'prompt' =&gt; $prompt,\n        'temperature' =&gt; 0.7,\n        'maxOutputTokens' =&gt; 512\n    ));\n\n    $response = wp_remote_post($endpoint, array(\n        'headers' =&gt; array(\n            'Authorization' =&gt; 'Bearer ' . $access_token,\n            'Content-Type' =&gt; 'application\/json'\n        ),\n        'body' =&gt; $body,\n        'timeout' =&gt; 30\n    ));\n\n    if (is_wp_error($response)) return new WP_Error('api_error', $response->get_error_message(), array('status'=>500));\n    $data = json_decode(wp_remote_retrieve_body($response), true);\n    $text = $data['candidates'][0]['output'] ?? ($data['outputText'] ?? '');\n\n    set_transient($cache_key, $text, 60);\n\n    return rest_ensure_response(array('text' =&gt; $text));\n}<\/code><\/pre>\n<\/div>\n<p class=\"wp-block-paragraph\">\u0646\u06a9\u0627\u062a \u0645\u0647\u0645:<\/p>\n<ul>\n<li><strong>\u0628\u0631\u0627\u06cc \u06a9\u0634 \u06a9\u0648\u062a\u0627\u0647\u200c\u0645\u062f\u062a<\/strong> \u0627\u0632 get_transient\/set_transient \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f \u06cc\u0627 \u062f\u0631 \u0645\u0642\u06cc\u0627\u0633 \u0628\u0627\u0644\u0627 \u0627\u0632 Redis\/Memcached \u0628\u0647\u0631\u0647 \u0628\u0628\u0631\u06cc\u062f.<\/li>\n<li><strong>\u0628\u0631\u0627\u06cc \u0627\u062d\u0631\u0627\u0632 \u0647\u0648\u06cc\u062a<\/strong> \u0627\u0632 Service Account \u0628\u0627 \u0627\u0645\u0636\u0627\u06cc JWT \u06cc\u0627 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0631\u0633\u0645\u06cc \u06af\u0648\u06af\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/li>\n<\/ul>\n<h2 class=\"wp-block-heading\" id=\"h-step-4\"><span id=\"%da%af%d8%a7%d9%85-%db%b4-%da%a9%d8%b4%d8%8c-%d9%86%d8%b1%d8%ae%d9%85%d8%ad%d8%af%d9%88%d8%af%d8%b3%d8%a7%d8%b2%db%8c-%d9%88-%d8%ac%d9%84%d9%88%da%af%db%8c%d8%b1%db%8c-%d8%a7%d8%b2\">\u06af\u0627\u0645 \u06f4 \u2014 \u06a9\u0634\u060c \u0646\u0631\u062e\u200c\u0645\u062d\u062f\u0648\u062f\u0633\u0627\u0632\u06cc \u0648 \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u0627\u0632 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u063a\u06cc\u0631\u0642\u0627\u0628\u0644 \u06a9\u0646\u062a\u0631\u0644<\/span><\/h2>\n<p class=\"wp-block-paragraph\">\u0628\u0631\u0627\u06cc \u06a9\u0646\u062a\u0631\u0644 \u0647\u0632\u06cc\u0646\u0647 \u0648 \u0628\u0647\u0628\u0648\u062f \u0639\u0645\u0644\u06a9\u0631\u062f:<\/p>\n<ul>\n<li>\u067e\u0627\u0633\u062e\u200c\u0647\u0627 \u0631\u0627 \u06a9\u0634 \u06a9\u0646\u06cc\u062f\u061b Redis \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc\u200c\u0647\u0627\u06cc API \u0631\u0627 \u0628\u0647\u200c\u0637\u0648\u0631 \u0686\u0634\u0645\u06af\u06cc\u0631\u06cc \u06a9\u0627\u0647\u0634 \u062f\u0647\u062f.<\/li>\n<li>\u0646\u0631\u062e\u200c\u0645\u062d\u062f\u0648\u062f\u0633\u0627\u0632\u06cc \u0631\u0627 \u062f\u0631 \u0633\u0637\u062d Nginx \u06cc\u0627 \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646 \u0627\u0639\u0645\u0627\u0644 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0627\u0632 \u062d\u0645\u0644\u0627\u062a \u06cc\u0627 \u0645\u0635\u0631\u0641 \u0646\u0627\u062e\u0648\u0627\u0633\u062a\u0647 \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u0634\u0648\u062f.<\/li>\n<li>\u062a\u0646\u0638\u06cc\u0645 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0645\u062f\u0644 \u0645\u0627\u0646\u0646\u062f <em>maxOutputTokens<\/em> \u0648 <em>temperature<\/em> \u0628\u0647 \u06a9\u0627\u0647\u0634 \u0647\u0632\u06cc\u0646\u0647 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/li>\n<li>\u062f\u0631 Google Cloud \u0628\u0648\u062f\u062c\u0647 \u0648 Alert \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0645\u0635\u0631\u0641 \u062e\u0627\u0631\u062c \u0627\u0632 \u062d\u062f \u0647\u0634\u062f\u0627\u0631 \u062f\u0627\u062f\u0647 \u06cc\u0627 \u0642\u0637\u0639 \u0634\u0648\u062f.<\/li>\n<\/ul>\n<p class=\"wp-block-paragraph\">\u0646\u0645\u0648\u0646\u0647 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0646\u0631\u062e\u200c\u0645\u062d\u062f\u0648\u062f\u0633\u0627\u0632\u06cc \u062f\u0631 Nginx:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>http {\n    limit_req_zone $binary_remote_addr zone=one:10m rate=10r\/m;\n    ...\n}\nserver {\n    location \/api\/gemini\/ {\n        limit_req zone=one burst=5 nodelay;\n        proxy_pass http:\/\/127.0.0.1:8080;\n    }\n}<\/code><\/pre>\n<\/div>\n<h2 class=\"wp-block-heading\" id=\"h-step-5\"><span id=\"%da%af%d8%a7%d9%85-%db%b5-%d8%aa%d9%86%d8%b8%db%8c%d9%85%d8%a7%d8%aa-%d8%b3%d8%b1%d9%88%d8%b1-%d9%88-%d8%af%d8%b3%d8%aa%d9%88%d8%b1%d8%a7%d8%aa-%d9%84%db%8c%d9%86%d9%88%da%a9%d8%b3%db%8c\">\u06af\u0627\u0645 \u06f5 \u2014 \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0633\u0631\u0648\u0631 \u0648 \u062f\u0633\u062a\u0648\u0631\u0627\u062a \u0644\u06cc\u0646\u0648\u06a9\u0633\u06cc \u0636\u0631\u0648\u0631\u06cc<\/span><\/h2>\n<p class=\"wp-block-paragraph\">\u062f\u0633\u062a\u0648\u0631\u0627\u062a \u0646\u0645\u0648\u0646\u0647 \u0628\u0631\u0627\u06cc \u0622\u0645\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0633\u0631\u0648\u0631 (Ubuntu\/Debian):<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>sudo apt update\nsudo apt install -y nginx php-fpm php-curl php-xml unzip\nsudo systemctl enable --now nginx\nsudo systemctl enable --now php8.1-fpm<\/code><\/pre>\n<\/div>\n<p class=\"wp-block-paragraph\">\u0627\u06af\u0631 \u0627\u0632 Docker \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f\u060c \u0646\u0645\u0648\u0646\u0647 \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u0648\u0631\u062f\u067e\u0631\u0633:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>docker run -d --name wordpress --env WORDPRESS_DB_HOST=db:3306 --env WORDPRESS_DB_USER=user --env WORDPRESS_DB_PASSWORD=pass -p 8080:80 wordpress:php8.1-fpm<\/code><\/pre>\n<\/div>\n<p class=\"wp-block-paragraph\">\u0628\u0631\u0627\u06cc \u0641\u0639\u0627\u0644\u200c\u0633\u0627\u0632\u06cc SSL \u0628\u0627 Certbot:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>sudo apt install -y certbot python3-certbot-nginx\nsudo certbot --nginx -d example.com<\/code><\/pre>\n<\/div>\n<p class=\"wp-block-paragraph\">\u0628\u0631\u0631\u0633\u06cc \u0641\u0639\u0627\u0644 \u0628\u0648\u062f\u0646 php-curl:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>php -m | grep curl<\/code><\/pre>\n<\/div>\n<h2 class=\"wp-block-heading\" id=\"h-step-6\"><span id=\"%da%af%d8%a7%d9%85-%db%b6-%d8%a7%d9%85%d9%86%db%8c%d8%aa%d8%8c-%d9%85%d8%a7%d9%86%db%8c%d8%aa%d9%88%d8%b1%db%8c%d9%86%da%af-%d9%88-%d8%b1%d8%b9%d8%a7%db%8c%d8%aa-%d9%82%d9%88%d8%a7%d9%86\">\u06af\u0627\u0645 \u06f6 \u2014 \u0627\u0645\u0646\u06cc\u062a\u060c \u0645\u0627\u0646\u06cc\u062a\u0648\u0631\u06cc\u0646\u06af \u0648 \u0631\u0639\u0627\u06cc\u062a \u0642\u0648\u0627\u0646\u06cc\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647<\/span><\/h2>\n<p class=\"wp-block-paragraph\">\u0646\u06a9\u0627\u062a \u0627\u0645\u0646\u06cc\u062a\u06cc \u0648 \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc \u062d\u06cc\u0627\u062a\u06cc:<\/p>\n<ul>\n<li><strong>\u0630\u062e\u06cc\u0631\u0647 \u0627\u0645\u0646 \u06a9\u0644\u06cc\u062f\u0647\u0627:<\/strong> \u0627\u0632 environment variables\u060c Google Secret Manager \u06cc\u0627 \u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u0645\u062d\u062f\u0648\u062f \u062f\u0631 wp-config.php \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f. \u0628\u0647\u062a\u0631\u06cc\u0646 \u06af\u0632\u06cc\u0646\u0647 Secret Manager \u0627\u0633\u062a.<\/li>\n<li><strong>\u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u0627\u0632 prompt-injection:<\/strong> \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627 \u0631\u0627 \u0641\u06cc\u0644\u062a\u0631 \u0648 \u0637\u0648\u0644 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0645\u062d\u062f\u0648\u062f \u06a9\u0646\u06cc\u062f\u061b \u067e\u0631\u0633\u0634\u200c\u0647\u0627\u06cc \u0646\u0627\u0627\u0645\u0646 \u0631\u0627 \u0631\u062f \u06a9\u0646\u06cc\u062f.<\/li>\n<li><strong>\u0644\u0627\u06af\u06cc\u0646\u06af \u0648 \u0645\u0627\u0646\u06cc\u062a\u0648\u0631\u06cc\u0646\u06af:<\/strong> \u0645\u0635\u0631\u0641 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627 \u0648 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627 \u0631\u0627 \u062b\u0628\u062a \u0648 \u067e\u0627\u06cc\u0634 \u06a9\u0646\u06cc\u062f.<\/li>\n<li><strong>\u0645\u062d\u062f\u0648\u062f\u0633\u0627\u0632\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc REST API<\/strong> \u0628\u0627 capability \u06cc\u0627 JWT \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646.<\/li>\n<li><strong>\u067e\u06cc\u0631\u0648\u06cc \u0627\u0632 Terms of Service<\/strong> \u06af\u0648\u06af\u0644 \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0645\u062d\u062a\u0648\u0627 \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062a\u062c\u0627\u0631\u06cc.<\/li>\n<\/ul>\n<div class=\"pk-alert pk-alert-warning\" role=\"alert\" >\n\u0647\u0645\u06cc\u0634\u0647 \u06a9\u0644\u06cc\u062f\u0647\u0627\u06cc \u0633\u0631\u0648\u06cc\u0633 \u0631\u0627 \u0627\u0632 \u062f\u0633\u062a\u0631\u0633 \u0639\u0645\u0648\u0645\u06cc \u062f\u0648\u0631 \u0646\u06af\u0647 \u062f\u0627\u0631\u06cc\u062f \u0648 \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0627\u0632 \u062a\u0648\u06a9\u0646\u200c\u0647\u0627\u06cc \u06a9\u0648\u062a\u0627\u0647\u200c\u0645\u062f\u062a \u06cc\u0627 Secret Manager \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<br \/>\n<\/div>\n<h2 class=\"wp-block-heading\" id=\"h-step-7\"><span id=\"%da%af%d8%a7%d9%85-%db%b7-%d9%86%da%a9%d8%a7%d8%aa-%d8%a7%d8%b3%d8%aa%d9%82%d8%b1%d8%a7%d8%b1-%d8%af%d8%b1-%d8%b4%d8%a8%da%a9%d9%87-%d8%ac%d9%87%d8%a7%d9%86%db%8c-%d9%88-%d9%85%d9%82%d8%a7\">\u06af\u0627\u0645 \u06f7 \u2014 \u0646\u06a9\u0627\u062a \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u062f\u0631 \u0634\u0628\u06a9\u0647 \u062c\u0647\u0627\u0646\u06cc \u0648 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0644\u0648\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627<\/span><\/h2>\n<p class=\"wp-block-paragraph\">\u0686\u0631\u0627 \u0645\u0648\u0642\u0639\u06cc\u062a \u0644\u0648\u06a9\u06cc\u0634\u0646 \u0645\u0647\u0645 \u0627\u0633\u062a:<\/p>\n<p class=\"wp-block-paragraph\">\u0647\u0631\u0686\u0647 \u0633\u0631\u0648\u0631 \u0634\u0645\u0627 \u0628\u0647 \u0646\u0642\u0637\u0647 \u067e\u0627\u06cc\u0627\u0646\u06cc Google \u0646\u0632\u062f\u06cc\u06a9\u200c\u062a\u0631 \u0628\u0627\u0634\u062f\u060c <strong>latency<\/strong> \u06a9\u0645\u062a\u0631 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f\u061b \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u0628\u0631\u0627\u06cc \u0686\u062a\u200c\u0628\u0627\u062a\u200c\u0647\u0627 \u0648 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc real-time \u062d\u06cc\u0627\u062a\u06cc \u0627\u0633\u062a.<\/p>\n<p class=\"wp-block-paragraph\">\u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u062a\u0631\u06a9\u06cc\u0628\u06cc \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0634\u062f\u0647:<\/p>\n<ul>\n<li>\u067e\u0631\u0627\u06a9\u0633\u06cc \u0633\u0628\u06a9 (edge) \u062f\u0631 \u0644\u0648\u06a9\u06cc\u0634\u0646 \u0646\u0632\u062f\u06cc\u06a9 \u06a9\u0627\u0631\u0628\u0631 \u0645\u0633\u062a\u0642\u0631 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u06a9\u0634 \u0648 rate-limit \u0631\u0627 \u0627\u0639\u0645\u0627\u0644 \u06a9\u0646\u062f.<\/li>\n<li>\u067e\u0631\u0627\u06a9\u0633\u06cc \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647 Google Gemini \u062f\u0631 region \u062a\u0639\u06cc\u06cc\u0646\u200c\u0634\u062f\u0647 \u0627\u0631\u0633\u0627\u0644 \u06a9\u0646\u062f.<\/li>\n<li>\u0628\u0631\u0627\u06cc \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u062b\u0627\u0628\u062a \u0627\u0632 CDN \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0628\u0627\u0631 \u06a9\u0627\u0647\u0634 \u06cc\u0627\u0628\u062f.<\/li>\n<li>\u0628\u0631\u0627\u06cc \u0628\u0627\u0631\u0647\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0633\u0646\u06af\u06cc\u0646 \u0627\u0632 \u0633\u0631\u0648\u0631 GPU \u06cc\u0627 GPU Cloud \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/li>\n<\/ul>\n<div class=\"pk-alert pk-alert-info\" role=\"alert\" >\n\u0628\u0631\u0627\u06cc \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc\u06cc \u0628\u0627 \u062d\u0633\u0627\u0633\u06cc\u062a \u0628\u0627\u0644\u0627 \u0631\u0648\u06cc \u062a\u0623\u062e\u06cc\u0631 (\u0645\u062b\u0644 \u06af\u06cc\u0645\u06cc\u0646\u06af \u06cc\u0627 \u062a\u0631\u06cc\u062f) \u0627\u0632 \u0644\u0648\u06a9\u06cc\u0634\u0646 \u0646\u0632\u062f\u06cc\u06a9\u200c\u062a\u0631 \u0648 VPS\u0647\u0627\u06cc \u06a9\u0645\u200c\u067e\u06cc\u0646\u06af \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<br \/>\n<\/div>\n<h2 class=\"wp-block-heading\" id=\"h-summary\"><span id=\"%d8%ac%d9%85%d8%b9%d8%a8%d9%86%d8%af%db%8c-%d9%88-%d9%86%da%a9%d8%a7%d8%aa-%d9%86%d9%87%d8%a7%db%8c%db%8c\">\u062c\u0645\u0639\u200c\u0628\u0646\u062f\u06cc \u0648 \u0646\u06a9\u0627\u062a \u0646\u0647\u0627\u06cc\u06cc<\/span><\/h2>\n<p class=\"wp-block-paragraph\">\u062f\u0631 \u0627\u06cc\u0646 \u0631\u0627\u0647\u0646\u0645\u0627 \u0645\u0631\u0627\u062d\u0644 \u0639\u0645\u0644\u06cc \u0627\u062a\u0635\u0627\u0644 Gemini \u0628\u0647 \u0648\u0631\u062f\u067e\u0631\u0633 \u0631\u0627 \u0645\u0631\u0648\u0631 \u06a9\u0631\u062f\u06cc\u0645: \u0627\u0632 \u062f\u0631\u06cc\u0627\u0641\u062a \u062f\u0633\u062a\u0631\u0633\u06cc \u0648 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0627\u0645\u0646 \u062a\u0627 \u0633\u0627\u062e\u062a \u067e\u0644\u0627\u06af\u06cc\u0646 \u0646\u0645\u0648\u0646\u0647\u060c \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0634 \u0648 \u0646\u0631\u062e\u200c\u0645\u062d\u062f\u0648\u062f\u0633\u0627\u0632\u06cc \u0648 \u0646\u06a9\u0627\u062a \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0648 \u0627\u0645\u0646\u06cc\u062a.<\/p>\n<p class=\"wp-block-paragraph\">\u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u062f\u0631 \u0645\u0642\u06cc\u0627\u0633 \u0628\u0627\u0644\u0627 \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u0627\u0632 <strong>Secret Manager<\/strong>\u060c <strong>Redis<\/strong> \u0648 \u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u062a\u0648\u0632\u06cc\u0639\u200c\u0634\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f \u0648 \u0642\u0648\u0627\u0639\u062f \u0647\u0632\u06cc\u0646\u0647 \u0648 \u0627\u0645\u0646\u06cc\u062a \u0631\u0627 \u0628\u0647\u200c\u062f\u0642\u062a \u062f\u0646\u0628\u0627\u0644 \u0646\u0645\u0627\u06cc\u06cc\u062f.<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-faq\"><span id=\"%d8%b3%d8%a4%d8%a7%d9%84%d8%a7%d8%aa-%d9%85%d8%aa%d8%af%d8%a7%d9%88%d9%84\">\u0633\u0624\u0627\u0644\u0627\u062a \u0645\u062a\u062f\u0627\u0648\u0644<\/span><\/h2>\n<div id=\"collapsibles-6adb9e5be3fb2\" class=\"pk-collapsibles\" role=\"tablist\" aria-multiselectable=\"true\">\n<div class=\"pk-collapsible pk-card \">\n\t\t\t<div class=\"pk-card-header\" role=\"tab\" id=\"card-6adb9e5be3f13\">\n\t\t\t\t<h6 class=\"pk-card-title pk-title\">\n\t\t\t\t\t<a data-toggle=\"collapse\" class=\"pk-font-heading\" href=\"#pk-collapse-6adb9e5be3f13\" data-parent=\"#pk-collapsibles-6adb9e5be3fb2\" aria-controls=\"collapse-6adb9e5be3f13\">\n\t\t\t\t\t\t\u06f1. \u0628\u0647\u062a\u0631\u06cc\u0646 \u0631\u0648\u0634 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0644\u06cc\u062f API \u0686\u06cc\u0633\u062a\u061f\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/h6>\n\t\t\t<\/div>\n\n\t\t\t<div id=\"pk-collapse-6adb9e5be3f13\" class=\"pk-collapse\" style=\"display:none;\" role=\"tabpanel\" aria-labelledby=\"card-6adb9e5be3f13\">\n\t\t\t\t<div class=\"pk-card-body\">\n\t\t\t\t\t\n\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Secret Manager \u06cc\u0627 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u0645\u062d\u06cc\u0637\u06cc \u0627\u0645\u0646 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0631\u0648\u0634 \u0627\u0633\u062a\u061b \u0627\u0632 \u0642\u0631\u0627\u0631 \u062f\u0627\u062f\u0646 \u06a9\u0644\u06cc\u062f \u062f\u0631 \u06a9\u062f \u06cc\u0627 repository \u062e\u0648\u062f\u062f\u0627\u0631\u06cc \u06a9\u0646\u06cc\u062f.<br \/>\n\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\n<div class=\"pk-collapsible pk-card \">\n\t\t\t<div class=\"pk-card-header\" role=\"tab\" id=\"card-6adb9e5be3f42\">\n\t\t\t\t<h6 class=\"pk-card-title pk-title\">\n\t\t\t\t\t<a data-toggle=\"collapse\" class=\"pk-font-heading\" href=\"#pk-collapse-6adb9e5be3f42\" data-parent=\"#pk-collapsibles-6adb9e5be3fb2\" aria-controls=\"collapse-6adb9e5be3f42\">\n\t\t\t\t\t\t\u06f2. \u0622\u06cc\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0645 \u062a\u0648\u06a9\u0646 \u062a\u0648\u0644\u06cc\u062f\u0634\u062f\u0647 \u062a\u0648\u0633\u0637 gcloud \u0631\u0627 \u062f\u0631 \u062a\u0648\u0644\u06cc\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0645\u061f\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/h6>\n\t\t\t<\/div>\n\n\t\t\t<div id=\"pk-collapse-6adb9e5be3f42\" class=\"pk-collapse\" style=\"display:none;\" role=\"tabpanel\" aria-labelledby=\"card-6adb9e5be3f42\">\n\t\t\t\t<div class=\"pk-card-body\">\n\t\t\t\t\t\n\u062e\u06cc\u0631\u061b \u062a\u0648\u06a9\u0646\u200c\u0647\u0627\u06cc gcloud \u0645\u0648\u0642\u062a \u0647\u0633\u062a\u0646\u062f \u0648 \u062f\u0631 \u062a\u0648\u0644\u06cc\u062f \u0628\u0647\u062a\u0631 \u0627\u0633\u062a \u0627\u0632 Service Account \u0628\u0627 \u0627\u0645\u0636\u0627\u06cc JWT \u06cc\u0627 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0631\u0633\u0645\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<br \/>\n\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\n<div class=\"pk-collapsible pk-card \">\n\t\t\t<div class=\"pk-card-header\" role=\"tab\" id=\"card-6adb9e5be3f6a\">\n\t\t\t\t<h6 class=\"pk-card-title pk-title\">\n\t\t\t\t\t<a data-toggle=\"collapse\" class=\"pk-font-heading\" href=\"#pk-collapse-6adb9e5be3f6a\" data-parent=\"#pk-collapsibles-6adb9e5be3fb2\" aria-controls=\"collapse-6adb9e5be3f6a\">\n\t\t\t\t\t\t\u06f3. \u0686\u06af\u0648\u0646\u0647 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc API \u0631\u0627 \u06a9\u0646\u062a\u0631\u0644 \u06a9\u0646\u0645\u061f\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/h6>\n\t\t\t<\/div>\n\n\t\t\t<div id=\"pk-collapse-6adb9e5be3f6a\" class=\"pk-collapse\" style=\"display:none;\" role=\"tabpanel\" aria-labelledby=\"card-6adb9e5be3f6a\">\n\t\t\t\t<div class=\"pk-card-body\">\n\t\t\t\t\t\n\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u0634 (Redis)\u060c \u0645\u062d\u062f\u0648\u062f\u0633\u0627\u0632\u06cc \u0646\u0631\u062e\u060c \u06a9\u0627\u0647\u0634 maxOutputTokens \u0648 \u062a\u0639\u0631\u06cc\u0641 \u0628\u0648\u062f\u062c\u0647 \u0648 alert \u062f\u0631 Google Cloud \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f.<br \/>\n\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\n<div class=\"pk-collapsible pk-card \">\n\t\t\t<div class=\"pk-card-header\" role=\"tab\" id=\"card-6adb9e5be3f90\">\n\t\t\t\t<h6 class=\"pk-card-title pk-title\">\n\t\t\t\t\t<a data-toggle=\"collapse\" class=\"pk-font-heading\" href=\"#pk-collapse-6adb9e5be3f90\" data-parent=\"#pk-collapsibles-6adb9e5be3fb2\" aria-controls=\"collapse-6adb9e5be3f90\">\n\t\t\t\t\t\t\u06f4. \u0622\u06cc\u0627 \u0644\u0627\u0632\u0645 \u0627\u0633\u062a \u0633\u0631\u0648\u0631 \u0645\u0646 \u062f\u0631 \u0646\u0632\u062f\u06cc\u06a9\u06cc Google region \u0642\u0631\u0627\u0631 \u06af\u06cc\u0631\u062f\u061f\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/h6>\n\t\t\t<\/div>\n\n\t\t\t<div id=\"pk-collapse-6adb9e5be3f90\" class=\"pk-collapse\" style=\"display:none;\" role=\"tabpanel\" aria-labelledby=\"card-6adb9e5be3f90\">\n\t\t\t\t<div class=\"pk-card-body\">\n\t\t\t\t\t\n\u0628\u0644\u0647\u061b \u0646\u0632\u062f\u06cc\u06a9 \u0628\u0648\u062f\u0646 \u0628\u0647 region \u06a9\u0627\u0647\u0634 latency \u0631\u0627 \u0628\u0647\u0628\u0648\u062f \u0645\u06cc\u200c\u0628\u062e\u0634\u062f\u060c \u0645\u062e\u0635\u0648\u0635\u0627\u064b \u0628\u0631\u0627\u06cc \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc real-time.<br \/>\n\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\n<\/div>\n\t\t\n<p><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\" \u0628\u0647\u062a\u0631\u06cc\u0646 \u0631\u0648\u0634 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0644\u06cc\u062f API \u0686\u06cc\u0633\u062a\u061f\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Secret Manager \u06cc\u0627 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u0645\u062d\u06cc\u0637\u06cc \u0627\u0645\u0646 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0631\u0648\u0634 \u0627\u0633\u062a\u061b \u0627\u0632 \u0642\u0631\u0627\u0631 \u062f\u0627\u062f\u0646 \u06a9\u0644\u06cc\u062f \u062f\u0631 \u06a9\u062f \u06cc\u0627 repository \u062e\u0648\u062f\u062f\u0627\u0631\u06cc \u06a9\u0646\u06cc\u062f.\"}},{\"@type\":\"Question\",\"name\":\" \u0622\u06cc\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0645 \u062a\u0648\u06a9\u0646 \u062a\u0648\u0644\u06cc\u062f\u0634\u062f\u0647 \u062a\u0648\u0633\u0637 gcloud \u0631\u0627 \u062f\u0631 \u062a\u0648\u0644\u06cc\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0645\u061f\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"\u062e\u06cc\u0631\u061b \u062a\u0648\u06a9\u0646\u200c\u0647\u0627\u06cc gcloud \u0645\u0648\u0642\u062a \u0647\u0633\u062a\u0646\u062f \u0648 \u062f\u0631 \u062a\u0648\u0644\u06cc\u062f \u0628\u0647\u062a\u0631 \u0627\u0633\u062a \u0627\u0632 Service Account \u0628\u0627 \u0627\u0645\u0636\u0627\u06cc JWT \u06cc\u0627 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0631\u0633\u0645\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.\"}},{\"@type\":\"Question\",\"name\":\" \u0686\u06af\u0648\u0646\u0647 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc API \u0631\u0627 \u06a9\u0646\u062a\u0631\u0644 \u06a9\u0646\u0645\u061f\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u0634 (Redis)\u060c \u0645\u062d\u062f\u0648\u062f\u0633\u0627\u0632\u06cc \u0646\u0631\u062e\u060c \u06a9\u0627\u0647\u0634 maxOutputTokens 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