{"id":1159,"date":"2025-07-20T23:23:12","date_gmt":"2025-07-20T15:23:12","guid":{"rendered":"https:\/\/virtualcardx.com\/?p=1159"},"modified":"2025-07-20T23:25:33","modified_gmt":"2025-07-20T15:25:33","slug":"%e5%bd%93%e5%89%8d%e5%9b%bd%e9%99%85%e4%b8%bb%e6%b5%81%e5%a4%a7%e6%a8%a1%e5%9e%8bapi%e8%81%94%e7%bd%91%e6%90%9c%e7%b4%a2%e8%83%bd%e5%8a%9b%e5%88%86%e6%9e%90","status":"publish","type":"post","link":"https:\/\/virtualcardx.com\/en\/2025\/07\/20\/\u5f53\u524d\u56fd\u9645\u4e3b\u6d41\u5927\u6a21\u578bapi\u8054\u7f51\u641c\u7d22\u80fd\u529b\u5206\u6790\/","title":{"rendered":"Analysis of current international mainstream big model api networking search capability"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"768\" data-src=\"https:\/\/virtualcardx.com\/wp-content\/uploads\/2025\/07\/llm-1024x768.jpg\" alt=\"\" class=\"wp-image-1160 lazyload\" title=\"\" data-srcset=\"https:\/\/virtualcardx.com\/wp-content\/uploads\/2025\/07\/llm-1024x768.jpg 1024w, https:\/\/virtualcardx.com\/wp-content\/uploads\/2025\/07\/llm-300x225.jpg 300w, https:\/\/virtualcardx.com\/wp-content\/uploads\/2025\/07\/llm-768x576.jpg 768w, https:\/\/virtualcardx.com\/wp-content\/uploads\/2025\/07\/llm-16x12.jpg 16w, https:\/\/virtualcardx.com\/wp-content\/uploads\/2025\/07\/llm.jpg 1455w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/768;\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>ChatGPT (OpenAI)\u3001Gemini\uff08Google\uff09\u548c Claude\uff08Anthropic\uff09\u5df2\u6b63\u5f0f\u5728 API \u5c42\u9762\u5185\u7f6e\u8054\u7f51\u641c\u7d22<\/strong>\uff0c\u5747\u4ee5\u300c\u670d\u52a1\u5668\u7aef\u68c0\u7d22\u5de5\u5177\u300d\u7684\u5f62\u5f0f\u63d0\u4f9b\uff0c\u8c03\u7528\u7b80\u5355\u3001\u81ea\u52a8\u8fd4\u56de\u5e26\u5f15\u7528\u7684\u5b9e\u65f6\u5185\u5bb9\u3002<\/li>\n\n\n\n<li><strong>DeepSeek-R1 \u63d0\u4f9b\u4e86\u201cenable_search\u201d\u53c2\u6570\uff0c\u4f46\u76ee\u524d\u4ec5\u5728\u963f\u91cc\u4e91 <em>LLM API<\/em> \u7f51\u5173\u53ca OpenSearch \u573a\u666f\u4e0b\u751f\u6548\uff0c\u5c5e\u533a\u57df\uff0f\u7248\u672c\u53d7\u9650\u7684\u516c\u6d4b\u80fd\u529b<\/strong>\u3002<\/li>\n\n\n\n<li><strong>\u5b57\u8282\u8df3\u52a8\u8c46\u5305\u4e0e\u901a\u4e49\u5343\u95ee\u6682\u672a\u5728\u901a\u7528 chat-completions API \u4e2d\u5f00\u653e\u5b98\u65b9\u641c\u7d22\u5de5\u5177<\/strong>\uff0c\u53ea\u80fd\u901a\u8fc7 Ark \u63d2\u4ef6\uff08\u8c46\u5305\uff09\u6216\u201c\u5b98\u7f51\u5de5\u4f5c\u6d41\/\u7f51\u9875\u7aef\u5de5\u5177\u94fe\u201d\uff08\u5343\u95ee\uff09\u8c03\u7528\uff0cSDK\/HTTP \u539f\u751f\u63a5\u53e3\u4ecd\u9700\u81ea\u884c\u63a5\u5165\u5916\u90e8\u641c\u7d22 API\u3002<\/li>\n\n\n\n<li>\u5404\u5bb6\u8ba1\u8d39\u65b9\u5f0f\u5dee\u5f02\u660e\u663e\u2014\u2014OpenAI \u4e0e Anthropic\u6309\u300c<em>\u641c\u7d22\u8c03\u7528<\/em>\uff0b<em>\u751f\u6210 token<\/em>\u300d\u53cc\u8ba1\u8d39\uff0cGoogle \u91c7\u7528\u300c$35\/\u5343\u6b21\u68c0\u7d22\u300d\u5355\u72ec\u8ba1\u4ef7\uff0cDeepSeek \u5728 Quark Search \u901a\u9053\u5185\u6682\u514d\u5355\u72ec\u6536\u8d39\u3002<\/li>\n\n\n\n<li>\u529f\u80fd\u6700\u7ec6\u81f4\u7684\u662f <strong>Claude<\/strong>\uff1a\u53ef\u9650\u5236 max_uses\u3001\u767d\u540d\u5355\uff0f\u9ed1\u540d\u5355\u57df\u540d\u3001\u672c\u5730\u5316 user_location\uff0c\u5e76\u652f\u6301\u591a\u8f6e\u6e10\u8fdb\u68c0\u7d22\uff1b<strong>Gemini<\/strong> \u5219\u5141\u8bb8\u52a8\u6001\u9608\u503c retrieval_threshold \u63a7\u5236\u662f\u5426\u68c0\u7d22\uff1b<strong>OpenAI<\/strong> \u63d0\u4f9b search_context_size \u9009\u9879\u5e73\u8861\u8d28\u91cf-\u8d39\u7528\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u5404\u6a21\u578b\u8054\u7f51\u641c\u7d22\u80fd\u529b\u6a2a\u5411\u5bf9\u6bd4<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u6a21\u578b<\/th><th>\u662f\u5426\u5185\u7f6e\u641c\u7d22<\/th><th>\u542f\u7528\u65b9\u5f0f \/ \u5173\u952e\u53c2\u6570<\/th><th>\u8fd4\u56de\u683c\u5f0f &amp; \u5f15\u7528<\/th><th>\u8ba1\u8d39\u7b56\u7565<\/th><th>\u4e3b\u8981\u9650\u5236\u4e0e\u5907\u6ce8<\/th><\/tr><\/thead><tbody><tr><td>DeepSeek-R1<\/td><td>\u9650\u5b9a\u516c\u6d4b<\/td><td><code>enable_search:true<\/code>\uff08\u4ec5 <em>deepseek-r1<\/em>\uff0c\u9700\u5728\u963f\u91cc\u4e91 LLM API \/ OpenSearch \u8c03\u7528\uff09<\/td><td>\u6458\u8981\uff0bURL<\/td><td>\u6682\u968f\u6df1\u5ea6\u6c42\u7d22 token \u8ba1\u4ef7\uff0c\u65e0\u5355\u72ec\u68c0\u7d22\u8d39<\/td><td>\u4f9d\u8d56\u5938\u514b\u641c\u7d22\uff0c\u56fd\u5185\u53ef\u7528\uff1b\u5176\u4ed6 DeepSeek \u7cfb\u5217\u6682\u4e0d\u652f\u6301<\/td><\/tr><tr><td>\u8c46\u5305 Doubao<\/td><td><strong>\u65e0\u901a\u7528\u63a5\u53e3<\/strong><\/td><td>\u5728\u706b\u5c71\u65b9\u821f <em>bot\/\u5e94\u7528<\/em> \u914d\u7f6e\u201c\u8054\u7f51\u63d2\u4ef6\u201d\uff0cAPI \u4fa7\u6536\u5230\u7ed3\u6784\u5316\u7ed3\u679c JSON<\/td><td>\u81ea\u884c\u62fc\u63a5<\/td><td>\u4e0e\u63a8\u7406 token \u540c\u4ef7\uff1b\u63d2\u4ef6\u6d41\u91cf\u65e5 1000 \u6b21\u514d\u8d39<\/td><td>\u4ec5 Ark \u5e73\u53f0\u53ef\u7528\uff1bOpenAI \u517c\u5bb9 \/ \u76f4\u63a5 REST \u6682\u65e0\u6cd5 <code>enable_search<\/code><\/td><\/tr><tr><td>\u901a\u4e49\u5343\u95ee Qwen<\/td><td><strong>\u65e0\u901a\u7528\u63a5\u53e3<\/strong><\/td><td>DashScope \u7f51\u9875\u201c\u5de5\u5177\u94fe\u201d\u5e26\u641c\u7d22\uff1bAPI \u672a\u5f00\u653e<\/td><td>\u6458\u8981\uff0bURL<\/td><td>N\/A<\/td><td>\u7528\u6237\u9700\u81ea\u884c RAG \u6216 Bing\/Brave API + \u51fd\u6570\u8c03\u7528<\/td><\/tr><tr><td>ChatGPT (OpenAI)<\/td><td>\u2705<\/td><td>a) Chat Completions \u9009 <em><code>gpt-4o-search-preview<\/code><\/em> \u5e76\u53ef\u4f20 <code>web_search_options<\/code>\uff1bb) Responses API \u5728 <code>tools<\/code> \u6570\u7ec4\u52a0\u5165 <code>{\"type\":\"web_search_preview\"}<\/code><\/td><td>\u5185\u8054\u5f15\u7528 <code>url_citation<\/code><\/td><td>\u641c\u7d22\u8d39\u8ba1\u5165\u6a21\u578b\u5b9a\u4ef7 (22.5\/10 \u7f8e\u5143\u6bcf\u767e\u4e07 tokens)\uff0c\u4e0d\u540c <em>context_size<\/em> \u6210\u672c\u9636\u68af7<\/td><td>\u4ec5 4o \u7cfb\u5217\uff1b\u03b2\u9636\u6bb5\uff0c\u90e8\u5206 API \u53c2\u6570\u4e0d\u652f\u6301<a href=\"https:\/\/platform.openai.com\/docs\/guides\/tools-web-search\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">6<\/a><\/td><\/tr><tr><td>Gemini (Google)<\/td><td>\u2705<\/td><td><code>tools:[{\"google_search\":{}}]<\/code>\uff0c\u53ef\u5728 <code>client.models.generate_content<\/code> \u6216 Vertex AI Chat Completions \u4f7f\u7528<\/td><td>\u5185\u8054\u94fe\u63a5\uff0b<code>Search Suggestions<\/code><\/td><td>$35 \/ 1000 \u6b21\u68c0\u7d22\uff0ctoken \u53e6\u8ba1<\/td><td>\u52a8\u6001\u68c0\u7d22\u9608\u503c <code>retrieval_threshold<\/code>\uff1b\u53ef\u4e0e\u591a\u8fbe 10 \u4e2a\u68c0\u7d22\u6e90\u6df7\u7528<\/td><\/tr><tr><td>Claude 3.x<\/td><td>\u2705<\/td><td><code>tools:[{\"type\":\"web_search_20250305\",\"name\":\"web_search\",\"max_uses\":N,...}]<\/code><\/td><td>\u5f3a\u5236\u8fd4\u56de\u51fa\u5904\uff1b\u53ef\u8bbe <code>allowed_domains<\/code> \/ <code>blocked_domains<\/code> \/ <code>user_location<\/code><\/td><td>$10 \/ 1000 \u6b21\u68c0\u7d22\uff0b\u6a21\u578b token<\/td><td>Claude 3.7 Sonnet\u30013.5 \u7cfb\u5217\u53ca 4 Opus \u652f\u6301\uff1b\u9ed8\u8ba4\u8fed\u4ee3\u68c0\u7d22\uff0c\u53ef\u9650\u5b9a <code>max_uses<\/code><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u9010\u6a21\u578b\u89e3\u6790<\/h2>\n\n\n\n<h2 class=\"wp-block-heading\">1. DeepSeek<\/h2>\n\n\n\n<p>DeepSeek \u5728\u963f\u91cc\u4e91 <em>LLM API<\/em> \u63a7\u5236\u53f0\u53ef\u5bf9 <em>deepseek-r1<\/em> \u6253\u5f00\u300c\u8054\u7f51\u641c\u7d22\u300d\u63d2\u4ef6\u3002\u8c03\u7528\u65f6\u5728\u8bf7\u6c42\u4f53\u8bbe\u7f6e<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><code>\"enable_search\": true\n<\/code><\/code><\/pre>\n\n\n\n<p>\u5373\u53ef\u7531\u540e\u53f0\u8c03\u7528\u5938\u514b\u641c\u7d22\u8fd4\u56de\u6458\u8981\u7247\u6bb5\u5e76\u62fc\u63a5\u5230\u4e0a\u4e0b\u6587\u4e2d\uff0c\u5e76\u5728\u6d88\u606f\u5c3e\u90e8\u7ed9\u51fa\u7b80\u77ed URL \u5f15\u7528\u3002\u529f\u80fd\u5c1a\u5c5e\u516c\u6d4b\uff0c\u5c1a\u672a\u5411 DeepSeek-V3\/V2 \u7b49\u5176\u4ed6\u578b\u53f7\u5f00\u653e\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2. \u8c46\u5305\uff08Doubao\uff09<\/h2>\n\n\n\n<p>\u706b\u5c71\u5f15\u64ce Ark \u652f\u6301\u4e3a <em>bot<\/em>\/\u5de5\u4f5c\u6d41\u6302\u8f7d\u300c\u8054\u7f51\u63d2\u4ef6\u300d\uff0c\u8fd4\u56de\u7ed3\u6784\u5b9a\u4e49\u89c1\u5b98\u65b9\u6587\u6863\uff08<code>site_name\/summary\/url<\/code> \u7b49\u5b57\u6bb5\uff09\u3002\u63d2\u4ef6\u5b9e\u9645\u8c03\u7528\u5b57\u8282\u7cfb\u641c\u7d22\uff08\u542b\u6296\u97f3\u767e\u79d1\u3001\u5b57\u8282\u641c\u7d22\u7b49\uff09\uff0c\u4f46 <strong>OpenAI \u517c\u5bb9 <code>chat\/completions<\/code> \u63a5\u53e3\u6682\u65e0 <code>enable_search<\/code> \u5b57\u6bb5<\/strong>\uff0c\u9700\u901a\u8fc7 Ark \u6d41\u7a0b\u6216\u81ea\u884c\u96c6\u6210\u5916\u90e8\u641c\u7d22\u6e90\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">3. \u901a\u4e49\u5343\u95ee\uff08Qwen\uff09<\/h2>\n\n\n\n<p>DashScope \u7f51\u9875\u7248\u5df2\u5c06\u5343\u95ee\u540c\u300c\u8054\u7f51\u641c\u7d22\u3001\u7f51\u9875\u89e3\u6790\u300d\u6253\u5305\uff0c\u4f46 SDK \/ HTTP API \u6682\u672a\u66b4\u9732\u5bf9\u5e94\u53c2\u6570\u3002\u5f00\u53d1\u8005\u901a\u5e38\u91c7\u7528 <em>\u51fd\u6570\u8c03\u7528<\/em>\uff0bBing\/Brave SERP API \u5b9e\u73b0\u68c0\u7d22\u518d\u56de\u5199\u4e0a\u4e0b\u6587\u3002\u963f\u91cc\u4e91 <em>OpenSearch<\/em> \u6700\u8fd1\u53ea\u5bf9 DeepSeek-R1 \u8bd5\u70b9\uff0c\u5343\u95ee\u6682\u672a\u5217\u5165\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4. ChatGPT \/ OpenAI<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4e24\u6761\u8c03\u7528\u8def\u5f84<\/strong><\/li>\n<\/ul>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Chat Completions<\/strong> \u76f4\u63a5\u9009 <code>gpt-4o-search-preview<\/code> \/ <code>gpt-4o-mini-search-preview<\/code>\uff0c\u53ef\u9644 <code>web_search_options<\/code>\uff08<code>search_context_size<\/code>\/<code>user_location<\/code> \u7b49\uff09\u3002<\/li>\n\n\n\n<li><strong>Responses API<\/strong> \u4efb\u610f\u6a21\u578b + <code>tools:[{\"type\":\"web_search_preview\"}]<\/code> \u5728\u9700\u8981\u65f6\u81ea\u52a8\u68c0\u7d22<a href=\"https:\/\/platform.openai.com\/docs\/guides\/tools-web-search\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">6<\/a>\u3002<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8f93\u51fa<\/strong> \u4ee5 <code>url_citation<\/code> \u5d4c\u5165\u6587\u672c\u5e76\u5728 <code>annotations<\/code> \u5e26\u5b8c\u6574 URL\u3002<\/li>\n\n\n\n<li><strong>\u8ba1\u4ef7<\/strong> \u68c0\u7d22\u4f7f\u7528\u72ec\u7acb\u6a21\u578b\uff0ctoken \u4ef7\u683c\u7565\u9ad8\uff1b\u4e0d\u540c <code>search_context_size<\/code> \u5f71\u54cd\u8d39\u75287\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">5. Gemini<\/h2>\n\n\n\n<p>\u5728 Gemini Developer API \u6216 Vertex AI \u8c03\u7528\u65f6\u52a0\u5165<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><code>\"tools\": &#91;{\"google_search\":{}}]\n<\/code><\/code><\/pre>\n\n\n\n<p>\u5373\u53ef\u542f\u7528 <strong>Grounding with Google Search<\/strong>\uff0cGoogle \u5728\u540e\u53f0\u5b8c\u6210\u67e5\u8be2\u3001\u53bb\u91cd\u3001\u6392\u5e8f\uff0c\u5e76\u8fd4\u56de\u5e26\u6765\u6e90\u94fe\u63a5\u7684\u7b54\u6848\u3002<\/p>\n\n\n\n<p>\u53ef\u901a\u8fc7 <code>dynamic_retrieval.rerank_threshold<\/code>\uff08AI Studio UI\uff09\u6216 SDK <code>retrieval_threshold<\/code> \u7cbe\u7ec6\u63a7\u5236\u662f\u5426\u68c0\u7d22\uff1b<code>user_location<\/code> \u81ea\u52a8\u5f71\u54cd\u672c\u5730\u5316\u7ed3\u679c\u3002\u4ed8\u8d39\u5c42\u9762\u6309\u68c0\u7d22\u8bf7\u6c42\u8ba1\u4ef7 $35\/\u5343\u6b21\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">6. Claude<\/h2>\n\n\n\n<p>\u5c06 <code>\"type\":\"web_search_20250305\"<\/code> \u5de5\u5177\u52a0\u5165 <code>tools<\/code> \u5b57\u6bb5\u5e76\u6307\u5b9a <code>max_uses<\/code> \u5373\u53ef\uff1bClaude \u4f1a\u81ea\u884c\u51b3\u5b9a\u67e5\u8be2\u8bcd\u3001\u8fed\u4ee3\u591a\u6b21\u5e76\u751f\u6210\u5e26\u5f15\u7528\u7ed3\u679c\u3002<br>\u9ad8\u7ea7\u63a7\u5236\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u57df\u540d\u8fc7\u6ee4<\/strong> <code>allowed_domains<\/code> \/ <code>blocked_domains<\/code><\/li>\n\n\n\n<li><strong>\u5730\u57df<\/strong> <code>user_location<\/code><\/li>\n\n\n\n<li><strong>\u8fed\u4ee3\u6df1\u5ea6<\/strong> <code>max_uses<\/code>\u2014\u2014\u8d85\u9650\u5c06\u89e6\u53d1 <code>max_uses_exceeded<\/code> \u9519\u8bef<a href=\"https:\/\/docs.anthropic.com\/en\/docs\/agents-and-tools\/tool-use\/web-search-tool\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">1<\/a>\u3002<br>\u8d39\u7528 $10\/\u5343\u6b21\u68c0\u7d22\uff0b\u6a21\u578b token\uff0c\u73b0\u5df2\u8986\u76d6 Claude 4 Opus\u30013.7 Sonnet\u30013.5 Haiku\/Sonnet\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u9009\u578b\u5efa\u8bae<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u7acb\u5373\u7528\u5230\u201c\u5b98\u65b9\u7ea7\u201d\u5b9e\u65f6\u4fe1\u606f<\/strong>\uff1a\u9996\u9009 <strong>Gemini<\/strong>\uff08\u8d28\u91cf\uff0b\u5168\u7403\u68c0\u7d22\u8986\u76d6\uff09\u6216 <strong>Claude<\/strong>\uff08\u5f15\u7528\u63a7\u5236\u7c92\u5ea6\u9ad8\uff09\uff0c\u82e5\u5df2\u6709 OpenAI \u751f\u6001\u5219\u53ef\u7528 <em>GPT-4o-search-preview<\/em> \u5feb\u901f\u63a5\u5165\u3002<\/li>\n\n\n\n<li><strong>\u56e2\u961f\u5728\u56fd\u5185\u843d\u5730\u3001\u9700\u5907\u6848\u5408\u89c4<\/strong>\uff1aDeepSeek-R1 \u7684 Quark Search \u901a\u9053\u662f\u73b0\u9636\u6bb5\u53ef\u516c\u6d4b\u7684\u9009\u62e9\uff1b\u8c46\u5305\u76ee\u524d\u9700\u901a\u8fc7 Ark \u63d2\u4ef6\u4f7f\u7528\uff1b\u5343\u95ee\u5219\u5efa\u8bae\u7ed3\u5408\u81ea\u5efa RAG\u3002<\/li>\n\n\n\n<li><strong>\u8981\u4e25\u683c\u9650\u5b9a\u4fe1\u606f\u6e90\u6216\u51cf\u5c11\u5e7b\u89c9<\/strong>\uff1aClaude \u7684\u57df\u540d\u9ed1\u767d\u540d\u5355\u548c <code>max_uses<\/code> \u80fd\u63d0\u4f9b\u6700\u5f3a\u53ef\u63a7\u6027\u3002<\/li>\n\n\n\n<li><strong>\u6210\u672c\u654f\u611f\u4e14\u67e5\u8be2\u91cf\u5927<\/strong>\uff1a\u628a\u68c0\u7d22\u653e\u5728\u81ea\u8eab\u540e\u7aef\uff0c\u7528 SERP API\uff0b\u51fd\u6570\u8c03\u7528\u8ba9\u4efb\u610f\u6a21\u578b\u9605\u8bfb\u641c\u7d22\u7ed3\u679c\uff0c\u53ef\u5b8c\u5168\u907f\u5f00\u5e73\u53f0\u641c\u7d22\u8d39\u3002<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">\u53c2\u8003\u4ee3\u7801\u7247\u6bb5<\/h2>\n\n\n\n<pre class=\"wp-block-code\"><code><code><em># OpenAI Responses API \u8c03\u7528\u5185\u7f6e\u68c0\u7d22<\/em>\nfrom openai import OpenAI\nclient = OpenAI()\nresp = client.responses.create(\n    model=\"gpt-4o\",\n    tools=&#91;{\"type\":\"web_search_preview\", \"search_context_size\":\"low\"}],\n    input=\"\u6700\u65b0 GPT-4o \u6a21\u578b\u7684\u4ef7\u683c\u662f\u591a\u5c11\uff1f\"\n)\nprint(resp.output_text)\n<\/code><\/code><\/pre>\n\n\n\n<pre class=\"wp-block-code\"><code><code><em># Gemini Developer API \u8c03\u7528 Google Search Grounding<\/em>\nfrom google import genai\ncli = genai.Client()\nresp = cli.models.generate_content(\n    model=\"gemini-2.5-flash\",\n    contents=\"\u4eca\u5e74\u5965\u8fd0\u4f1a\u4e52\u4e53\u7403\u7537\u5355\u51a0\u519b\u662f\u8c01\uff1f\",\n    config=genai.types.GenerateContentConfig(\n        tools=&#91;{\"google_search\":{}}],\n    )\n)\nprint(resp.text)\n<\/code><\/code><\/pre>\n\n\n\n<pre class=\"wp-block-code\"><code><code><em># Claude 3.7 Sonnet \u542f\u7528 web_search\uff0c\u9650\u5236\u6700\u591a 2 \u6b21\u67e5\u8be2<\/em>\nimport anthropic, os, json\nclient = anthropic.Anthropic(api_key=os.getenv(\"ANTHROPIC_API_KEY\"))\nmsg = client.messages.create(\n    model=\"claude-3-7-sonnet-20250219\",\n    max_tokens=1024,\n    tools=&#91;{\n       \"type\":\"web_search_20250305\",\n       \"name\":\"web_search\",\n       \"max_uses\":2,\n       \"allowed_domains\":&#91;\"bbc.com\",\"reuters.com\"]\n    }],\n    messages=&#91;{\"role\":\"user\",\"content\":\"\u8bf7\u7ed9\u51fa\u6700\u8fd1\u4e00\u6b21\u82f1\u56fd\u57fa\u51c6\u5229\u7387\u51b3\u8bae\u8981\u70b9\"}]\n)\nprint(json.dumps(msg,indent=2))\n<\/code><\/code><\/pre>\n\n\n\n<p><strong>\u603b\u7ed3<\/strong>\uff1a\u771f\u6b63\u539f\u751f\u3001\u5f00\u7bb1\u5373\u7528\u7684\u201c\u8054\u7f51\u641c\u7d22\u201d\u76ee\u524d\u4ec5\u5b58\u5728\u4e8e <strong>OpenAI GPT-4o \u7cfb\u5217\u3001Google Gemini\u3001Anthropic Claude \u4ee5\u53ca\u5c0f\u8303\u56f4\u516c\u6d4b\u7684 DeepSeek-R1<\/strong>\u3002\u5176\u4ed6\uff08\u8c46\u5305\u3001\u901a\u4e49\u5343\u95ee\u7b49\uff09\u4ecd\u9700\u63d2\u4ef6\u6216\u5916\u90e8\u641c\u7d22 API \u914d\u5408\u3002\u9009\u62e9\u65f6\u5e94\u7efc\u5408\u8003\u8651<strong>\u8c03\u7528\u7b80\u6613\u5ea6\u3001\u5f15\u7528\u900f\u660e\u5ea6\u3001\u8d39\u7528\u53ca\u76d1\u7ba1\u5408\u89c4<\/strong>\uff0c\u5e76\u9884\u7559 fallback \u65b9\u6848\uff08\u81ea\u5efa RAG \u6216\u51fd\u6570\u8c03\u7528\uff09\u4ee5\u5e94\u5bf9\u670d\u52a1\u53d8\u52a8\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Side-by-Side Comparison of Networking Search Capabilities across Models Model Whether within ... <\/p>\n<p class=\"read-more-container\"><a title=\"Analysis of current international mainstream big model api networking search capability\" class=\"read-more button\" href=\"https:\/\/virtualcardx.com\/en\/2025\/07\/20\/\u5f53\u524d\u56fd\u9645\u4e3b\u6d41\u5927\u6a21\u578bapi\u8054\u7f51\u641c\u7d22\u80fd\u529b\u5206\u6790\/#more-1159\" aria-label=\"Read more about Analysis of current international mainstream big model api networking search capability\">Read more<\/a><\/p>","protected":false},"author":1,"featured_media":1160,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[36],"tags":[],"class_list":["post-1159","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","resize-featured-image"],"_links":{"self":[{"href":"https:\/\/virtualcardx.com\/en\/wp-json\/wp\/v2\/posts\/1159","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/virtualcardx.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/virtualcardx.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/virtualcardx.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/virtualcardx.com\/en\/wp-json\/wp\/v2\/comments?post=1159"}],"version-history":[{"count":0,"href":"https:\/\/virtualcardx.com\/en\/wp-json\/wp\/v2\/posts\/1159\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/virtualcardx.com\/en\/wp-json\/wp\/v2\/media\/1160"}],"wp:attachment":[{"href":"https:\/\/virtualcardx.com\/en\/wp-json\/wp\/v2\/media?parent=1159"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/virtualcardx.com\/en\/wp-json\/wp\/v2\/categories?post=1159"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/virtualcardx.com\/en\/wp-json\/wp\/v2\/tags?post=1159"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}