{"id":766406,"date":"2026-04-22T08:14:27","date_gmt":"2026-04-22T00:14:27","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=766406"},"modified":"2026-04-22T08:14:27","modified_gmt":"2026-04-22T00:14:27","slug":"%e8%b0%b7%e6%ad%8c%e7%9c%9f%e6%80%a5%e4%ba%86%ef%bc%81%e6%b7%b1%e5%a4%9c%e6%9b%b4%e6%96%b0deep-research%e6%99%ba%e8%83%bd%e4%bd%93%ef%bc%8c%e6%94%af%e6%8c%81mcp%e3%80%81%e5%8e%9f%e7%94%9f%e5%9b%be","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=766406","title":{"rendered":"\u8c37\u6b4c\u771f\u6025\u4e86\uff01\u6df1\u591c\u66f4\u65b0Deep Research\u667a\u80fd\u4f53\uff0c\u652f\u6301MCP\u3001\u539f\u751f\u56fe\u8868"},"content":{"rendered":"<p>\u8c37\u6b4c\u771f\u662f\u6025\u4e86\u3002<\/p>\n<p>\u524d\u811a\u521a\u4f20\u6765\u6d88\u606f\uff0c\u79f0\u8c37\u6b4c\u8054\u5408\u521b\u59cb\u4eba\u8c22\u5c14\u76d6&middot;\u5e03\u6797\u91cd\u542f\u201c\u521b\u59cb\u4eba\u6a21\u5f0f\u201d\uff0c\u4eb2\u81ea\u7763\u6218\u5e76\u7ec4\u5efa\u7cbe\u82f1\u201c\u7a81\u51fb\u961f\u201d\uff0c\u5168\u529b\u63d0\u5347Gemini\u5728AI\u7f16\u7a0b\u548c\u81ea\u4e3b\u667a\u80fd\u4f53\u7b49\u5173\u952e\u80fd\u529b\u4e0a\u8ffd\u8d76Anthropic\u7b49\u5bf9\u624b\u3002<\/p>\n<p>\u540e\u811a\u8c37\u6b4c\u5c31\u6df1\u591c\u5ba3\u5e03\u91cd\u5927\u66f4\u65b0\uff0c\u63a8\u51fa\u4e86\u4e24\u6b3e\u57fa\u4e8eGemini 3.1 Pro\u6a21\u578b\u6784\u5efa\u7684\u65b0\u4e00\u4ee3\u81ea\u4e3b\u7814\u7a76\u667a\u80fd\u4f53\uff1aDeep Research\u548cDeep Research Max\u3002<\/p>\n<p>\u4e0d\u4ec5\u5728\u6a21\u578b\u5e95\u5c42\u52a0\u5f3a\u63a8\u7406\u80fd\u529b\uff0c\u8fd8\u5927\u529b\u63a8\u52a8\u81ea\u4e3b\u7814\u7a76\u667a\u80fd\u4f53\u5411\u4f01\u4e1a\u7ea7\u3001\u5f00\u53d1\u8005\u5e73\u53f0\u65b9\u5411\u6f14\u8fdb\uff0c\u901a\u8fc7API\u5f00\u653e\u3001\u652f\u6301\u79c1\u6709\u6570\u636e\u3001\u540e\u53f0\u5f02\u6b65\u4efb\u52a1\u7b49\u65b9\u5f0f\uff0c\u8bd5\u56fe\u5728\u201cAI\u7814\u7a76\/\u5206\u6790\u5de5\u5177\u201d\u8fd9\u4e2a\u9ad8\u4ef7\u503c\u573a\u666f\u4e2d\u62a2\u5360\u5148\u673a\uff0c\u5e94\u5bf9\u6765\u81ea<a href=\"https:\/\/www.alphaseek.cn\/?tag=openai\" title=\"View all posts in OpenAI\" target=\"_blank\" class=\"tag_link\">OpenAI<\/a>\uff08Hermes\uff09\u3001Perplexity\u7b49\u5bf9\u624b\u7684\u7ade\u4e89\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_17\/7F11E125F7A68B82AFBEE2CF6EFB17864FA55C12_size157_w692_h287.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u8c37\u6b4c\u771f\u6025\u4e86\uff01\u6df1\u591c\u66f4\u65b0Deep Research\u667a\u80fd\u4f53\uff0c\u652f\u6301MCP\u3001\u539f\u751f\u56fe\u8868\"  \/><\/p>\n<p>\u8fd9\u4e24\u6b3e\u667a\u80fd\u4f53\u9996\u6b21\u5141\u8bb8\u5f00\u53d1\u8005\u901a\u8fc7\u5355\u6b21API\u8c03\u7528\uff0c\u5c06\u5f00\u653e\u7f51\u7edc\u6570\u636e\u4e0e\u4f01\u4e1a\u4e13\u6709\u4fe1\u606f\u8fdb\u884c\u878d\u5408\uff0c\u5e76\u5728\u7814\u7a76\u62a5\u544a\u4e2d\u539f\u751f\u751f\u6210\u56fe\u8868\u548c\u4fe1\u606f\u56fe\uff0c\u540c\u65f6\u8fd8\u53ef\u901a\u8fc7Model Context Protocol\uff08MCP\uff09\u8fde\u63a5\u4efb\u610f\u7b2c\u4e09\u65b9\u6570\u636e\u6e90\u3002<\/p>\n<p>\u4e24\u6b3e\u667a\u80fd\u4f53\u5373\u65e5\u8d77\u901a\u8fc7Gemini API\u7684\u4ed8\u8d39\u5957\u9910\u4ee5\u516c\u5f00\u9884\u89c8\u7248\u5f62\u5f0f\u5f00\u653e\uff0c\u53ef\u901a\u8fc7\u8c37\u6b4c\u4e8e2025\u5e7412\u6708\u9996\u6b21\u63a8\u51fa\u7684Interactions API\u8fdb\u884c\u8bbf\u95ee\u3002<\/p>\n<p>\u6ca1\u9519\uff0c\u8fd9\u4e9b\u65b0\u4ee3\u7406\u76ee\u524d\u53ea\u80fd\u901a\u8fc7API\u4f7f\u7528\uff0c\u666e\u901a\u7528\u6237\u5728Gemini\u7684App\u91cc\u662f\u4eab\u53d7\u4e0d\u5230\u7684\uff0c\u5c31\u7b97\u4ed8\u8d39\u8ba2\u9605\u4e86\u4e5f\u4e0d\u884c\u3002\u770b\u5230\u66f4\u65b0\u7684\u6d88\u606f\u5374\u53d1\u73b0\u81ea\u5df1\u7528\u4e0d\u5230\uff0c\u6709\u7528\u6237\u5e7d\u6028\u8868\u793a\uff1a\u201c\u8c37\u6b4c\u4e0d\u77e5\u4f55\u6545\uff0c\u6301\u7eed\u60e9\u7f5a\u7740\u6211\u4eec\u8fd9\u4e9bGemini App\u7684Pro\u8ba2\u9605\u7528\u6237\u2026\u2026\u201d<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_17\/1A2EE67C7E563484F300F5DFE4A7632B5E5C7C7C_size23_w615_h109.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u8c37\u6b4c\u771f\u6025\u4e86\uff01\u6df1\u591c\u66f4\u65b0Deep Research\u667a\u80fd\u4f53\uff0c\u652f\u6301MCP\u3001\u539f\u751f\u56fe\u8868\"  \/><\/p>\n<p>\u8c37\u6b4c\u9996\u5e2d\u6267\u884c\u5b98\u6851\u8fbe\u5c14&middot;\u76ae\u67e5\u4f0a\uff08Sundar Pichai\uff09\u4e5f\u4eb2\u81ea\u4e0b\u573a\u5728X\u4e0a\u5406\u559d\uff1a\u201c\u5f53\u4f60\u9700\u8981\u901f\u5ea6\u548c\u6548\u7387\u65f6\uff0c\u8bf7\u4f7f\u7528Deep Research\uff1b\u5f53\u4f60\u8ffd\u6c42\u6700\u9ad8\u8d28\u91cf\u7684\u4e0a\u4e0b\u6587\u6536\u96c6\u4e0e\u7efc\u5408\u65f6\uff0c\u8bf7\u4f7f\u7528Max\u7248\u672c\u2014\u2014\u5b83\u901a\u8fc7\u6269\u5c55\u6d4b\u8bd5\u65f6\u8ba1\u7b97\uff0c\u8fbe\u5230\u4e86DeepSearchQA 93.3%\u548cHLE 54.6%\u7684\u6210\u7ee9\u3002\u201d<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_17\/2FBDFB0FEBE6D8614FDD87CF3FF8BFBC2F43F4AF_size143_w610_h642.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u8c37\u6b4c\u771f\u6025\u4e86\uff01\u6df1\u591c\u66f4\u65b0Deep Research\u667a\u80fd\u4f53\uff0c\u652f\u6301MCP\u3001\u539f\u751f\u56fe\u8868\"  \/><\/p>\n<p>18\u4e2a\u6708\u524d\uff0c\u8c37\u6b4cDeep Research\u7684\u76ee\u6807\u8fd8\u662f\u8981\u5e2e\u52a9\u7814\u7a76\u751f\u907f\u514d\u88ab\u6d77\u91cf\u6d4f\u89c8\u5668\u6807\u7b7e\u9875\u6df9\u6ca1\u3002\u5982\u4eca\uff0c\u8c37\u6b4c\u5374\u5e0c\u671b\u5b83\u80fd\u591f\u53d6\u4ee3<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%8a%95%e8%b5%84%e9%93%b6%e8%a1%8c\" title=\"View all posts in \u6295\u8d44\u94f6\u884c\" target=\"_blank\" class=\"tag_link\">\u6295\u8d44\u94f6\u884c<\/a>\u521d\u7ea7\u5206\u6790\u5e08\u7684\u57fa\u7840\u7814\u7a76\u5de5\u4f5c\u3002<\/p>\n<p>\u8fd9\u4e24\u4e2a\u76ee\u6807\u4e4b\u95f4\u7684\u5dee\u8ddd\u2014\u2014\u4ee5\u53ca\u8fd9\u9879\u6280\u672f\u80fd\u5426\u771f\u6b63\u5f25\u5408\u8fd9\u4e00\u5dee\u8ddd\u2014\u2014\u5c06\u51b3\u5b9a\u81ea\u4e3b\u7814\u7a76\u4ee3\u7406\u7a76\u7adf\u4f1a\u6210\u4e3a\u4f01\u4e1a\u8f6f\u4ef6\u9886\u57df\u7684\u53d8\u9769\u6027\u4ea7\u54c1\uff0c\u8fd8\u662f\u4ec5\u4ec5\u6210\u4e3a\u53c8\u4e00\u4e2a\u5728\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u5149\u9c9c\u4eae\u4e3d\u5374\u5728\u4f1a\u8bae\u4e0a\u4ee4\u4eba\u5931\u671b\u7684<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd\" title=\"View all posts in \u4eba\u5de5\u667a\u80fd\" target=\"_blank\" class=\"tag_link\">\u4eba\u5de5\u667a\u80fd<\/a>\u6f14\u793a\u3002<\/p>\n<p><strong>01<\/strong><\/p>\n<p><strong>\u4e24\u79cd\u7248\u672c\uff0c\u9002\u914d\u4e0d\u540c\u5de5\u4f5c\u8d1f\u8f7d<\/strong><\/p>\n<p><strong>\u6807\u51c6\u7248Deep Research\u6709\u66f4\u4f4e\u7684\u5ef6\u8fdf\u548c\u66f4\u4f4e\u7684\u6210\u672c\uff0c\u9002\u5408\u62fc\u901f\u5ea6\u7684\u573a\u666f\u3002<\/strong><\/p>\n<p><strong>Deep Research Max\u5219\u4f18\u5148\u8003\u8651\u6df1\u5ea6\u800c\u975e\u901f\u5ea6\u3002<\/strong>\u8be5\u667a\u80fd\u4f53\u901a\u8fc7\u6269\u5c55\u6d4b\u8bd5\u65f6\u8ba1\u7b97\uff08extended test-time compute\uff09\uff0c\u8fdb\u884c\u6df1\u5165\u63a8\u7406\u3001\u641c\u7d22\u548c\u8fed\u4ee3\uff0c\u6700\u7ec8\u751f\u6210\u62a5\u544a\u3002<\/p>\n<p>\u8c37\u6b4c\u6307\u51fa\uff0c\u5f02\u6b65\u540e\u53f0\u5de5\u4f5c\u6d41\u662f\u5176\u7406\u60f3\u4f7f\u7528\u573a\u666f\uff0c\u4f8b\u5982\u901a\u8fc7\u5b9a\u65f6\u4efb\u52a1\uff08cron job\uff09\u5728\u591c\u95f4\u8fd0\u884c\uff0c\u7b2c\u4e8c\u5929\u65e9\u4e0a\u5c31\u80fd\u4e3a\u5206\u6790\u5e08\u56e2\u961f\u4ea4\u4ed8\u4e00\u4efd\u5b8c\u6574\u7684\u5c3d\u804c\u8c03\u67e5\u62a5\u544a\u3002<\/p>\n<p>\u5728\u8c37\u6b4c\u81ea\u5df1\u7684\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cDeep Research Max\u5728\u68c0\u7d22\u548c\u63a8\u7406\u4efb\u52a1\u4e0a\u53d6\u5f97\u4e86\u663e\u8457\u8fdb\u6b65\u3002\u8be5\u667a\u80fd\u4f53\u80fd\u591f\u4ece\u6bd4\u4e4b\u524d\u7248\u672c\u66f4\u591a\u7684\u6765\u6e90\u4e2d\u83b7\u53d6\u4fe1\u606f\uff0c\u5e76\u6355\u6349\u5230\u65e7\u6a21\u578b\u5bb9\u6613\u5ffd\u7565\u7684\u7ec6\u5fae\u5dee\u522b\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_17\/265B8FF7F19D57D4230CEAF26BC7BE34FAF2D5FB_size62_w693_h390.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u8c37\u6b4c\u771f\u6025\u4e86\uff01\u6df1\u591c\u66f4\u65b0Deep Research\u667a\u80fd\u4f53\uff0c\u652f\u6301MCP\u3001\u539f\u751f\u56fe\u8868\"  \/><\/p>\n<p>\u8c37\u6b4c\u4e5f\u7ed9\u51fa\u4e86\u4e0e\u7ade\u5bf9\u7684\u6a2a\u6bd4\u3002<\/p>\n<p>\u4e0d\u8fc7\uff0c\u4e0eOpenAI\u7684GPT-5.4\u548cAnthropic\u7684Opus 4.6\u8fdb\u884c\u6bd4\u8f83\u5e76\u4e0d\u5b8c\u5168\u516c\u5e73\u3002GPT-5.4\u5728\u81ea\u4e3b\u7f51\u7edc\u641c\u7d22\u65b9\u9762\u8868\u73b0\u4f18\u79c0\uff0c\u4f46\u5e76\u672a\u9488\u5bf9\u6df1\u5ea6\u7814\u7a76\u8fdb\u884c\u4e13\u95e8\u4f18\u5316\u3002\u4e3a\u6b64\uff0cOpenAI\u63d0\u4f9b\u4e86\u81ea\u5df1\u7684DR\u667a\u80fd\u4f53\uff0c\u8be5\u667a\u80fd\u4f53\u57282\u6708\u66f4\u65b0\u540e\u5207\u6362\u5230\u4e86GPT-5.2\uff0c\u800c\u975eGPT-5.4\u3002OpenAI\u6700\u5f3a\u7684\u641c\u7d22\u6a21\u578b\u5b9e\u9645\u4e0a\u662fGPT-5.4 Pro\uff0c\u4f46\u8c37\u6b4c\u663e\u7136\u672a\u5c06\u5176\u7eb3\u5165\u5bf9\u6bd4\u8303\u56f4\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_17\/09DD82C2CCAFE00ACD1CB2AF43C79E7B5A7C2349_size55_w693_h390.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u8c37\u6b4c\u771f\u6025\u4e86\uff01\u6df1\u591c\u66f4\u65b0Deep Research\u667a\u80fd\u4f53\uff0c\u652f\u6301MCP\u3001\u539f\u751f\u56fe\u8868\"  \/><\/p>\n<p>\u6839\u636eOpenAI\u7684\u6570\u636e\uff0cGPT-5.4 Pro\u5728\u667a\u80fd\u4f53\u641c\u7d22\u57fa\u51c6\u6d4b\u8bd5BrowseComp\u4e0a\u7684\u5f97\u5206\u6700\u9ad8\u53ef\u8fbe89.3%\uff0c\u800cGPT-5.4\u7684\u5f97\u5206\u4e3a82.7%\u3002<\/p>\n<p>\u57fa\u4e8eAnthropic\u81ea\u5df1\u7684\u62a5\u544a\uff0cOpus 4.6\u5728BrowseComp\u4e0a\u7684\u5f97\u5206\u9ad8\u4e8e\u8c37\u6b4c\u6240\u5c55\u793a\u7684\u6570\u503c\uff0c\u5177\u4f53\u4e3a84%\u3002\u8be5\u5f97\u5206\u662f\u5728\u5173\u95ed\u63a8\u7406\u529f\u80fd\u7684\u60c5\u51b5\u4e0b\u53d6\u5f97\u7684\uff0c\u6a21\u578b\u7684\u8868\u73b0\u53cd\u800c\u4f18\u4e8e\u8c37\u6b4c\u5728API\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u6240\u4f7f\u7528\u7684\u9ad8\u5f3a\u5ea6\u63a8\u7406\u8bbe\u7f6e\u3002<\/p>\n<p>\u8fd9\u4e9b\u5dee\u8ddd\u5f88\u53ef<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%83%bd%e6%ba%90\" title=\"View all posts in \u80fd\u6e90\" target=\"_blank\" class=\"tag_link\">\u80fd\u6e90<\/a>\u4e8e\u6d4b\u8bd5\u65b9\u6cd5\u7684\u4e0d\u540c\u2014\u2014\u6a21\u578b\u662f\u901a\u8fc7\u539f\u59cbAPI\u8fdb\u884c\u8bc4\u4f30\uff0c\u8fd8\u662f\u88ab\u5c01\u88c5\u5728\u5404\u5b9e\u9a8c\u5ba4\u81ea\u5df1\u7684\u5de5\u5177\u94fe\u4e2d\u3002\u8c37\u6b4c\u7684\u6570\u636e\u672a\u5fc5\u9519\u8bef\uff0c\u4f46\u503c\u5f97\u8c28\u614e\u89e3\u8bfb\u3002\u65e0\u8bba\u5982\u4f55\uff0c\u5176\u5448\u73b0\u65b9\u5f0f\u7f3a\u4e4f\u8db3\u591f\u7684\u900f\u660e\u5ea6\u3002<\/p>\n<p><strong>02<\/strong><\/p>\n<p><strong>MCP\u652f\u6301<\/strong><\/p>\n<p><strong>\u672c\u6b21\u53d1\u5e03\u4e2d\u6700\u5177\u5f71\u54cd\u529b\u7684\u529f\u80fd\uff0c\u6216\u8bb8\u662f\u65b0\u589e\u4e86\u5bf9Model Context Protocol\uff08MCP\uff09\u7684\u652f\u6301\u3002<\/strong>\u8fd9\u4e00\u529f\u80fd\u5c06Deep Research\u4ece\u4e00\u4e2a\u5f3a\u5927\u7684\u7f51\u7edc\u7814\u7a76\u5de5\u5177\uff0c\u8f6c\u53d8\u4e3a\u66f4\u63a5\u8fd1\u201c\u901a\u7528\u6570\u636e\u5206\u6790\u5e08\u201d\u7684\u5b58\u5728\u3002<\/p>\n<p>MCP\u662f\u4e00\u79cd\u65b0\u5174\u7684\u5f00\u653e\u6807\u51c6\uff0c\u7528\u4e8e\u5c06AI\u6a21\u578b\u8fde\u63a5\u5230\u5916\u90e8\u6570\u636e\u6e90\u3002\u5b83\u8ba9<strong>Deep Research\u80fd\u591f\u5b89\u5168\u5730\u67e5\u8be2\u79c1\u6709\u6570\u636e\u5e93\u3001\u5185\u90e8\u6587\u6863\u5e93\u4ee5\u53ca\u4e13\u4e1a\u7684\u7b2c\u4e09\u65b9\u6570\u636e\u670d\u52a1<\/strong>\u2014\u2014\u6574\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u654f\u611f\u4fe1\u606f\u65e0\u9700\u79bb\u5f00\u5176\u539f\u59cb\u73af\u5883\u3002<\/p>\n<p>\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u8fd9\u610f\u5473\u7740\u4e00\u5bb6<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%af%b9%e5%86%b2%e5%9f%ba%e9%87%91\" title=\"View all posts in \u5bf9\u51b2\u57fa\u91d1\" target=\"_blank\" class=\"tag_link\">\u5bf9\u51b2\u57fa\u91d1<\/a>\u53ef\u4ee5\u540c\u65f6\u5c06Deep Research\u6307\u5411\u5176\u5185\u90e8\u4ea4\u6613\u6d41\u6570\u636e\u5e93\u548c\u91d1\u878d\u6570\u636e\u7ec8\u7aef\uff0c\u7136\u540e\u8981\u6c42\u667a\u80fd\u4f53\u5c06\u4e24\u8005\u4e0e\u6765\u81ea\u7f51\u7edc\u7684\u516c\u5f00\u4fe1\u606f\u76f8\u7ed3\u5408\uff0c\u7efc\u5408\u751f\u6210\u6d1e\u89c1\u3002<\/p>\n<p>\u8c37\u6b4c\u900f\u9732\uff0c\u76ee\u524d\u6b63\u4e0eFactSet\u3001\u6807\u666e\uff08S&amp;P\uff09\u548cPitchBook\u7b49\u516c\u53f8\u79ef\u6781\u5408\u4f5c\uff0c\u5171\u540c\u8bbe\u8ba1\u5176MCP\u670d\u52a1\u7aef\uff0c\u8fd9\u6e05\u6670\u5730\u8868\u660e\u8c37\u6b4c\u6b63\u5728\u5bfb\u6c42\u4e0e<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%8d%8e%e5%b0%94%e8%a1%97\" title=\"View all posts in \u534e\u5c14\u8857\" target=\"_blank\" class=\"tag_link\">\u534e\u5c14\u8857<\/a>\u53ca\u66f4\u5e7f\u6cdb\u91d1\u878d\u670d\u52a1\u884c\u4e1a\u65e5\u5e38\u4f9d\u8d56\u7684\u6570\u636e\u63d0\u4f9b\u5546\u8fdb\u884c\u6df1\u5ea6\u6574\u5408\u3002<\/p>\n<p>\u6839\u636e\u8c37\u6b4cDeepMind\u4ea7\u54c1\u7ecf\u7406Lukas Haas\u548cSrinivas Tadepalli\u64b0\u5199\u7684\u535a\u5ba2\u6587\u7ae0\uff0c\u5176\u76ee\u6807\u662f\u201c\u8ba9\u5171\u540c\u5ba2\u6237\u80fd\u591f\u5c06\u91d1\u878d\u6570\u636e\u4ea7\u54c1\u96c6\u6210\u5230\u7531Deep Research\u9a71\u52a8\u7684\u5de5\u4f5c\u6d41\u4e2d\uff0c\u5e76\u901a\u8fc7\u5229\u7528\u5176\u6d77\u91cf\u6570\u636e\u5b87\u5b99\uff0c\u4ee5\u95ea\u7535\u822c\u7684\u901f\u5ea6\u6536\u96c6\u4e0a\u4e0b\u6587\uff0c\u4ece\u800c\u5b9e\u73b0\u751f\u4ea7\u529b\u7684\u98de\u8dc3\u3002\u201d<\/p>\n<p>\u8fd9\u4e00\u529f\u80fd\u76f4\u63a5\u89e3\u51b3\u4e86\u4f01\u4e1a\u91c7\u7528AI\u65f6\u6700\u987d\u56fa\u7684\u75db\u70b9\u4e4b\u4e00\uff1a\u6a21\u578b\u5728\u5f00\u653e\u4e92\u8054\u7f51\u4e0a\u80fd\u627e\u5230\u7684\u4fe1\u606f\uff0c\u4e0e\u7ec4\u7ec7\u5b9e\u9645\u51b3\u7b56\u6240\u9700\u7684\u4fe1\u606f\u4e4b\u95f4\u5b58\u5728\u5de8\u5927\u5dee\u8ddd\u3002\u6b64\u524d\uff0c\u5f25\u5408\u8fd9\u4e00\u5dee\u8ddd\u9700\u8981\u5927\u91cf\u5b9a\u5236\u5316\u5de5\u7a0b\u5de5\u4f5c\u3002<\/p>\n<p>\u800cMCP\u652f\u6301\u7ed3\u5408Deep Research\u7684\u81ea\u4e3b\u6d4f\u89c8\u548c\u63a8\u7406\u80fd\u529b\uff0c\u5c06\u5927\u90e8\u5206\u590d\u6742\u6027\u7b80\u5316\u4e3a\u4e00\u6b21\u914d\u7f6e\u5373\u53ef\u5b8c\u6210\u3002\u5f00\u53d1\u8005\u73b0\u5728\u53ef\u4ee5\u8ba9Deep Research\u540c\u65f6\u4f7f\u7528\u8c37\u6b4c\u641c\u7d22\u3001\u8fdc\u7a0bMCP\u670d\u52a1\u7aef\u3001URL Context\u3001\u4ee3\u7801\u6267\u884c\u548c\u6587\u4ef6\u641c\u7d22\u2014\u2014\u6216\u8005\u5b8c\u5168\u5173\u95ed\u7f51\u7edc\u8bbf\u95ee\uff0c\u4ec5\u5728\u81ea\u5b9a\u4e49\u6570\u636e\u4e0a\u8fdb\u884c\u641c\u7d22\u3002<\/p>\n<p>\u7cfb\u7edf\u8fd8\u652f\u6301\u591a\u6a21\u6001\u8f93\u5165\uff0c\u5305\u62ecPDF\u3001CSV\u3001\u56fe\u50cf\u3001\u97f3\u9891\u548c\u89c6\u9891\uff0c\u4f5c\u4e3agrounding\uff08grounding\u4e0a\u4e0b\u6587\uff09\u4f7f\u7528\u3002<\/p>\n<p><strong>03<\/strong><\/p>\n<p><strong>\u539f\u751f\u56fe\u8868<\/strong><\/p>\n<p>\u7b2c\u4e8c\u4e2a\u91cd\u78c5\u529f\u80fd\u662f\u539f\u751f\u56fe\u8868\u548c\u4fe1\u606f\u56fe\u751f\u6210\u3002<\/p>\n<p>\u4e4b\u524d\u7684Deep Research\u7248\u672c\u53ea\u80fd\u751f\u6210\u7eaf\u6587\u672c\u62a5\u544a\u3002\u5982\u679c\u7528\u6237\u9700\u8981\u53ef\u89c6\u5316\uff0c\u5c31\u5fc5\u987b\u5c06\u6570\u636e\u5bfc\u51fa\u5e76\u81ea\u884c\u5236\u4f5c\u56fe\u8868\u3002\u8fd9\u4e2a\u77ed\u677f\u5927\u5927\u524a\u5f31\u4e86\u201c\u7aef\u5230\u7aef\u81ea\u52a8\u5316\u201d\u7684\u5b9a\u4f4d\u3002<\/p>\n<p>\u73b0\u5728\uff0c\u65b0\u4e00\u4ee3\u667a\u80fd\u4f53\u80fd\u591f\u5728\u62a5\u544a\u4e2d\u539f\u751f\u5185\u5d4c\u9ad8\u8d28\u91cf\u56fe\u8868\u548c\u4fe1\u606f\u56fe\uff0c\u4ee5HTML\u6216\u8c37\u6b4c\u7684Nano Banana\u683c\u5f0f\u52a8\u6001\u6e32\u67d3\u590d\u6742\u6570\u636e\u96c6\uff0c\u4f7f\u5176\u76f4\u63a5\u6210\u4e3a\u5206\u6790\u53d9\u4e8b\u7684\u4e00\u90e8\u5206\u3002<\/p>\n<p>\u5bf9\u4e8e\u4f01\u4e1a\u7528\u6237\u2014\u2014\u5c24\u5176\u662f\u91d1\u878d\u548c\u54a8\u8be2\u884c\u4e1a\u4e2d\u9700\u8981\u4ea7\u51fa\u53ef\u76f4\u63a5\u4ea4\u4ed8\u7ed9\u5229\u76ca\u76f8\u5173\u8005\u7684\u6210\u679c\u7684\u7528\u6237\u800c\u8a00\u2014\u2014\u8fd9\u4e00\u529f\u80fd\u5c06Deep Research\u4ece\u4e00\u4e2a\u201c\u52a0\u901f\u7814\u7a76\u9636\u6bb5\u201d\u7684\u5de5\u5177\uff0c\u8f6c\u53d8\u4e3a\u80fd\u591f\u751f\u6210\u63a5\u8fd1\u6700\u7ec8\u5206\u6790\u4ea7\u54c1\u7684\u5de5\u5177\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_17\/54BD8765CDB52A0D97C99EDF5F3856F1EA2DA01C_size108_w610_h490.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u8c37\u6b4c\u771f\u6025\u4e86\uff01\u6df1\u591c\u66f4\u65b0Deep Research\u667a\u80fd\u4f53\uff0c\u652f\u6301MCP\u3001\u539f\u751f\u56fe\u8868\"  \/><\/p>\n<p>\u6b64\u5916\uff0c\u7ed3\u5408\u65b0\u589e\u7684\u534f\u4f5c\u5f0f\u89c4\u5212\u529f\u80fd\uff08\u5141\u8bb8\u7528\u6237\u5728\u6267\u884c\u524d\u5ba1\u67e5\u3001\u6307\u5bfc\u548c\u4f18\u5316\u667a\u80fd\u4f53\u7684\u7814\u7a76\u8ba1\u5212\uff09\uff0c\u4ee5\u53ca\u5b9e\u65f6\u6d41\u5f0f\u8f93\u51fa\u4e2d\u95f4\u63a8\u7406\u6b65\u9aa4\uff0c\u65b0\u7cfb\u7edf\u8ba9\u5f00\u53d1\u8005\u80fd\u591f\u5bf9\u8c03\u67e5\u8303\u56f4\u8fdb\u884c\u7ec6\u7c92\u5ea6\u63a7\u5236\uff0c\u540c\u65f6\u4fdd\u6301\u76d1\u7ba1\u884c\u4e1a\u6240\u8981\u6c42\u7684\u9ad8\u5ea6\u900f\u660e\u5ea6\u3002<\/p>\n<p><strong>04<\/strong><\/p>\n<p><strong>Deep Research\u6b63\u5728\u53d8\u6210\u8c37\u6b4c\u63d0\u4f9b\u7ed9\u4f01\u4e1a\u7684\u201c\u57fa\u7840\u8bbe\u65bd\u201d\u7684\u4e00\u90e8\u5206<\/strong><\/p>\n<p>\u8c37\u6b4c\u7684\u5b98\u65b9\u535a\u5ba2\u6587\u7ae0\u660e\u786e\u6307\u51fa\uff0c\u5f53\u5f00\u53d1\u8005\u4f7f\u7528Deep Research\u667a\u80fd\u4f53\u8fdb\u884c\u6784\u5efa\u65f6\uff0c\u4ed6\u4eec\u6240\u8c03\u7528\u7684\u662f\u201c\u4e3a\u8c37\u6b4c\u65d7\u4e0b\u591a\u6b3e\u70ed\u95e8\u4ea7\u54c1\uff08\u5982Gemini App\u3001NotebookLM\u3001Google Search\u548cGoogle Finance\uff09\u63d0\u4f9b\u7814\u7a76\u80fd\u529b\u7684\u540c\u4e00\u5957\u81ea\u4e3b\u7814\u7a76\u57fa\u7840\u8bbe\u65bd\u201d\u3002\u8fd9\u8868\u660e\uff0c\u901a\u8fc7API\u63d0\u4f9b\u7684\u667a\u80fd\u4f53\u5e76\u975e\u8c37\u6b4c\u5185\u90e8\u7248\u672c\u7684\u7b80\u5316\u7248\uff0c\u800c\u662f\u540c\u4e00\u5957\u7cfb\u7edf\uff0c\u4ee5\u5e73\u53f0\u89c4\u6a21\u5bf9\u5916\u63d0\u4f9b\u670d\u52a1\u3002<\/p>\n<p>\u8fd9\u4e00\u6f14\u8fdb\u8fc7\u7a0b\u8fdb\u5c55\u6781\u4e3a\u8fc5\u901f\u3002<\/p>\n<p>\u8c37\u6b4c\u4e8e2024\u5e7412\u6708\u9996\u6b21\u5728Gemini App\u4e2d\u63a8\u51faDeep Research\uff0c\u4f5c\u4e3aC\u7aef\u529f\u80fd\uff0c\u5f53\u65f6\u7531Gemini 1.5 Pro\u9a71\u52a8\u3002\u8c37\u6b4c\u5c06\u5176\u63cf\u8ff0\u4e3a\u4e2a\u4ebaAI\u7814\u7a76\u52a9\u624b\uff0c\u80fd\u591f\u5728\u51e0\u5206\u949f\u5185\u7efc\u5408\u7f51\u7edc\u4fe1\u606f\uff0c\u5e2e\u52a9\u7528\u6237\u8282\u7701\u6570\u5c0f\u65f6\u5de5\u4f5c\u65f6\u95f4\u3002<\/p>\n<p>2025\u5e743\u6708\uff0c\u8c37\u6b4c\u4f7f\u7528Gemini 2.0 Flash Thinking Experimental\u5bf9Deep Research\u8fdb\u884c\u4e86\u5347\u7ea7\uff0c\u5e76\u5411\u6240\u6709\u4eba\u5f00\u653e\u8bd5\u7528\u3002\u968f\u540e\u5347\u7ea7\u81f3Gemini 2.5 Pro Experimental\uff0c\u8c37\u6b4c\u62a5\u544a\u79f0\uff0c\u8bc4\u6d4b\u8005\u5bf9\u5b83\u7684\u62a5\u544a\u504f\u597d\u5ea6\u8d85\u8fc7\u7ade\u4e89\u5bf9\u624b\u76842\u6bd41\u3002<\/p>\n<p>2025\u5e7412\u6708\u662f\u91cd\u8981\u7684\u8f6c\u6298\u70b9\uff0c\u8c37\u6b4c\u63a8\u51fa\u4e86Interactions API\uff0c\u9996\u6b21\u4ee5\u7f16\u7a0b\u65b9\u5f0f\u63d0\u4f9bDeep Research\uff0c\u7531Gemini 3 Pro\u9a71\u52a8\uff0c\u5e76\u540c\u6b65\u53d1\u5e03\u4e86\u5f00\u6e90\u7684DeepSearchQA\u57fa\u51c6\u6d4b\u8bd5\u3002<\/p>\n<\/p>\n<p>\u9a71\u52a8\u672c\u6b21\u6539\u8fdb\u7684\u5e95\u5c42\u6a21\u578b\u662fGemini 3.1 Pro\uff0c\u8be5\u6a21\u578b\u4e8e2026\u5e742\u670819\u65e5\u53d1\u5e03\u3002\u5b83\u5728\u6838\u5fc3\u63a8\u7406\u80fd\u529b\u4e0a\u5b9e\u73b0\u4e86\u91cd\u5927\u98de\u8dc3\uff1a\u5728\u8bc4\u4f30\u6a21\u578b\u89e3\u51b3\u65b0\u578b\u903b\u8f91\u6a21\u5f0f\u7684ARC-AGI-2\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0c3.1 Pro\u7684\u5f97\u5206\u8fbe\u523077.1%\uff0c\u662fGemini 3 Pro\u7684\u4e24\u500d\u591a\u3002<\/p>\n<p>(\u6765\u6e90\uff1a\u65b0\u6d6a\u79d1\u6280)<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8c37\u6b4c\u771f\u662f\u6025\u4e86\u3002 \u524d\u811a\u521a\u4f20\u6765\u6d88\u606f\uff0c\u79f0\u8c37\u6b4c\u8054\u5408\u521b\u59cb\u4eba\u8c22\u5c14\u76d6&middot;\u5e03\u6797\u91cd\u542f\u201c\u521b\u59cb\u4eba\u6a21\u5f0f\u201d\uff0c\u4eb2\u81ea\u7763\u6218\u5e76\u7ec4\u5efa\u7cbe [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[6],"tags":[271,378,71,148,142,80,241,141,29],"views":37,"_links":{"self":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/766406"}],"collection":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=766406"}],"version-history":[{"count":0,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/766406\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=766406"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=766406"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=766406"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}